Multi-file: conflicts in app.py and requirements.txt simultaneously
Tests ability to resolve conflicts in two interdependent files (app.py + requirements.txt) with trade-off decisions. Evaluates complex dependency-aware merging.

These commands set up the repo before the model sees the prompt. They define the starting file structure, staged changes, and Git history.

  1. 01 git init
  2. 02 git config user.email 'test@test.com'
  3. 03 git config user.name 'Test User'
  4. 04 printf 'app = Flask(__name__) app.run(port=5000)' > app.py
  5. 05 printf 'flask==2.0.0 requests==2.25.0' > requirements.txt
  6. 06 git add app.py requirements.txt
  7. 07 git commit -m 'Initial app'
  8. 08 git checkout -b security
  9. 09 printf 'app = Flask(__name__) app.run(port=5000, debug=False)' > app.py
  10. 10 printf 'flask==2.0.0 requests==2.28.0' > requirements.txt
  11. 11 git add app.py requirements.txt
  12. 12 git commit -m 'Security: disable debug and update requests'
  13. 13 git checkout main
  14. 14 printf 'app = Flask(__name__) app.run(port=8080)' > app.py
  15. 15 printf 'flask==3.0.0 requests==2.25.0' > requirements.txt
  16. 16 git add app.py requirements.txt
  17. 17 git commit -m 'Upgrade to Flask 3 and change port'
  18. 18 git cherry-pick $(git rev-parse security)
Prompt
Resolve the cherry-pick conflicts in app.py and requirements.txt. For app.py: the incoming commit disabled debug while keeping port 5000, the current branch (main) changed port to 8080 while keeping debug enabled. For requirements.txt: the incoming commit updated requests to 2.28.0 keeping flask 2.0.0, the current branch upgraded flask to 3.0.0 keeping requests 2.25.0. For app.py prefer disabling debug. For requirements.txt prefer keeping the older flask version for compatibility but take the updated requests. Provide ONLY the resolved contents for both app.py and requirements.txt, with each file prefixed by its filename.
Expected
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0

Scoped model quality, cost, API time, and token usage for cherry_pick/f012.

Loading...
Loading raw attempt evidence…
anthropic/claude-fable-5:high FAIL 0% 413 in → 323 out (93 reasoning)
--- app.py ```python app = Flask(__name__) app.run(port=8080, debug=False) ``` --- requirements.txt ``` flask==2.0.0 requests==2.28.0 ``` **Resolution notes:** - **app.py**: Kept the current branch's port change (8080) and took the incoming commit's `debug=False` for security, as instructed. - **requirements.txt**: Kept `flask==2.0.0` for compatibility and took the updated `requests==2.28.0` from the incoming commit.
Failure: Content mismatch: ['app.py', 'requirements.txt']
anthropic/claude-fable-5:high__json_schema FAIL 0% 644 in → 126 out (70 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files": {}}
Failure: No file blocks found
anthropic/claude-fable-5:low FAIL 0% 411 in → 3 out (0 reasoning)
(empty output)
Failure: No file blocks found
anthropic/claude-fable-5:low__json_schema FAIL 0% 648 in → 73 out (57 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files": {}}
Failure: No file blocks found
anthropic/claude-fable-5:max FAIL 0% 413 in → 9 out (0 reasoning)
(empty output)
Failure: No file blocks found
Invalid JSON. Output:
JSON Schema Structured Output
Structured Output Error
Failed to parse structured JSON response: Expecting value: line 1 column 1 (char 0)
Failure: Failed to parse structured JSON response: Expecting value: line 1 column 1 (char 0)
anthropic/claude-fable-5:medium FAIL 0% 409 in → 182 out (21 reasoning)
**app.py** ```python app = Flask(__name__) app.run(port=8080, debug=False) ``` **requirements.txt** ``` flask==2.0.0 requests==2.28.0 ``` Rationale: app.py keeps main's port change (8080) while taking the incoming security fix (debug disabled). requirements.txt keeps flask 2.0.0 for compatibility and takes the updated requests 2.28.0.
Failure: No file blocks found
anthropic/claude-fable-5:medium__json_schema FAIL 0% 642 in → 46 out (27 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files": {}}
Failure: No file blocks found
anthropic/claude-fable-5:xhigh FAIL 0% 417 in → 45 out (0 reasoning)
(empty output)
Failure: No file blocks found
anthropic/claude-fable-5:xhigh__json_schema FAIL 0% 646 in → 261 out (104 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files": {}}
Failure: No file blocks found
anthropic/claude-haiku-4.5:high FAIL 0% 317 in → 5,669 out (2,136 reasoning)
# Resolved Conflicts ## app.py ```python app = Flask(__name__) app.run(port=8080, debug=False) ``` ## requirements.txt ``` flask==2.0.0 requests==2.28.0 ``` **Resolution logic:** - **app.py**: Kept port `8080` from current branch (main) while applying the preferred debug setting `False` from incoming - **requirements.txt**: Combined the preferences - took older `flask==2.0.0` for compatibility from incoming, and updated `requests==2.28.0` from incoming
Failure: Expected file heading before file content
anthropic/claude-haiku-4.5:high__json_schema FAIL 0% 496 in → 3,611 out (1,884 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files": {}}
Failure: No file blocks found
anthropic/claude-haiku-4.5:low FAIL 0% 321 in → 684 out (535 reasoning)
# Resolved Conflicts **app.py** ```python app = Flask(__name__) app.run(port=8080, debug=False) ``` **requirements.txt** ``` flask==2.0.0 requests==2.28.0 ```
Failure: No file blocks found
anthropic/claude-haiku-4.5:low__json_schema FAIL 0% 498 in → 1,053 out (498 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files": {}}
Failure: No file blocks found
anthropic/claude-haiku-4.5:medium FAIL 0% 321 in → 656 out (520 reasoning)
# app.py ```python app = Flask(__name__) app.run(port=5000, debug=False) ``` # requirements.txt ``` flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
anthropic/claude-haiku-4.5:medium__json_schema FAIL 0% 496 in → 1,808 out (920 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files":{}}
Failure: No file blocks found
anthropic/claude-haiku-4.5:none FAIL 0% 292 in → 56 out (0 reasoning)
app.py ```python app = Flask(__name__) app.run(port=8080, debug=False) ``` requirements.txt ``` flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
anthropic/claude-haiku-4.5:none__json_schema FAIL 0% 468 in → 8 out (0 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files": {}}
Failure: No file blocks found
anthropic/claude-haiku-4.5:xhigh FAIL 0% 327 in → 7,176 out (2,901 reasoning)
# Resolution **app.py** ```python app = Flask(__name__) app.run(port=8080, debug=False) ``` **requirements.txt** ``` flask==2.0.0 requests==2.28.0 ``` Resolution logic: - **app.py**: Takes port 8080 from HEAD (current branch's change) and debug=False from incoming (stated preference for disabling debug) - **requirements.txt**: Takes flask 2.0.0 (older version for compatibility, from incoming) and requests 2.28.0 (updated version, from incoming)
Failure: No file blocks found
anthropic/claude-haiku-4.5:xhigh__json_schema FAIL 0% 498 in → 9,349 out (3,827 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files": {}}
Failure: No file blocks found
anthropic/claude-opus-4.6:high FAIL 0% 292 in → 60 out (0 reasoning)
**app.py** ``` app = Flask(__name__) app.run(port=8080, debug=False) ``` **requirements.txt** ``` flask==2.0.0 requests==2.28.0 ```
Failure: No file blocks found
anthropic/claude-opus-4.6:high__json_schema FAIL 0% 471 in → 108 out (77 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files":{}}
Failure: No file blocks found
anthropic/claude-opus-4.6:low FAIL 0% 290 in → 55 out (0 reasoning)
app.py ``` app = Flask(__name__) app.run(port=8080, debug=False) ``` requirements.txt ``` flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
anthropic/claude-opus-4.6:low__json_schema FAIL 0% 471 in → 11 out (0 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files":{}}
Failure: No file blocks found
anthropic/claude-opus-4.6:max FAIL 0% 292 in → 716 out (346 reasoning)
## app.py ```python app = Flask(__name__) app.run(port=8080, debug=False) ``` ## requirements.txt ``` flask==2.0.0 requests==2.28.0 ``` ### Resolution Summary | File | Conflict Point | HEAD (main) | Incoming Commit | Resolution | Rationale | |---|---|---|---|---|---| | `app.py` | `debug` | enabled (default) | `debug=False` | `debug=False` | Prefer disabling debug per instruction | | `app.py` | `port` | `8080` | `5000` | `8080` | Keep main's port change (no override specified) | | `requirements.txt` | `flask` | `3.0.0` | `2.0.0` | `2.0.0` | Older version preferred for compatibility | | `requirements.txt` | `requests` | `2.25.0` | `2.28.0` | `2.28.0` | Take the updated version from incoming | Both files combine changes from **both** sides of the conflict rather than picking one side wholesale — this is the key principle of a proper merge conflict resolution.
Failure: Content mismatch: ['app.py', 'requirements.txt']
anthropic/claude-opus-4.6:max__json_schema FAIL 0% 467 in → 225 out (138 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files":{}}
Failure: No file blocks found
anthropic/claude-opus-4.6:medium FAIL 0% 290 in → 55 out (0 reasoning)
app.py ``` app = Flask(__name__) app.run(port=8080, debug=False) ``` requirements.txt ``` flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
anthropic/claude-opus-4.6:medium__json_schema FAIL 0% 471 in → 11 out (0 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files":{}}
Failure: No file blocks found
anthropic/claude-opus-4.6:none FAIL 0% 292 in → 59 out (0 reasoning)
**app.py** ``` app = Flask(__name__) app.run(port=8080, debug=False) ``` **requirements.txt** ``` flask==2.0.0 requests==2.28.0 ```
Failure: No file blocks found
anthropic/claude-opus-4.6:none__json_schema FAIL 0% 467 in → 11 out (0 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files":{}}
Failure: No file blocks found
anthropic/claude-opus-4.6:xhigh FAIL 0% 292 in → 60 out (0 reasoning)
**app.py** ``` app = Flask(__name__) app.run(port=8080, debug=False) ``` **requirements.txt** ``` flask==2.0.0 requests==2.28.0 ```
Failure: No file blocks found
anthropic/claude-opus-4.6:xhigh__json_schema FAIL 0% 467 in → 169 out (119 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files":{}}
Failure: No file blocks found
anthropic/claude-opus-4.7:high FAIL 0% 420 in → 58 out (0 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
anthropic/claude-opus-4.7:high__json_schema FAIL 0% 649 in → 20 out (0 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files":{}}
Failure: No file blocks found
anthropic/claude-opus-4.7:low FAIL 0% 418 in → 58 out (0 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
anthropic/claude-opus-4.7:low__json_schema FAIL 0% 653 in → 15 out (0 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files":{}}
Failure: No file blocks found
anthropic/claude-opus-4.7:max FAIL 0% 422 in → 571 out (97 reasoning)
app.py ```python app = Flask(__name__) app.run(port=8080, debug=False) ``` requirements.txt ``` flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
anthropic/claude-opus-4.7:max__json_schema FAIL 0% 651 in → 1,745 out (188 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files":{}}
Failure: No file blocks found
anthropic/claude-opus-4.7:medium FAIL 0% 416 in → 58 out (0 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
anthropic/claude-opus-4.7:medium__json_schema FAIL 0% 653 in → 638 out (0 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files":{}}
Failure: No file blocks found
anthropic/claude-opus-4.7:none FAIL 0% 416 in → 66 out (0 reasoning)
app.py ``` app = Flask(__name__) app.run(port=8080, debug=False) ``` requirements.txt ``` flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
anthropic/claude-opus-4.7:none__json_schema FAIL 0% 653 in → 20 out (0 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files":{}}
Failure: No file blocks found
anthropic/claude-opus-4.7:xhigh FAIL 0% 420 in → 270 out (49 reasoning)
app.py ```python app = Flask(__name__) app.run(port=8080, debug=False) ``` requirements.txt ``` flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
anthropic/claude-opus-4.7:xhigh__json_schema FAIL 0% 655 in → 20 out (0 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files":{}}
Failure: No file blocks found
anthropic/claude-opus-4.8:high FAIL 0% 415 in → 276 out (117 reasoning)
app.py ```python app = Flask(__name__) app.run(port=8080, debug=False) ``` requirements.txt ``` flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
anthropic/claude-opus-4.8:high__json_schema FAIL 0% 648 in → 81 out (41 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files":{}}
Failure: No file blocks found
anthropic/claude-opus-4.8:low FAIL 0% 415 in → 144 out (55 reasoning)
app.py ```python app = Flask(__name__) app.run(port=8080, debug=False) ``` requirements.txt ``` flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
anthropic/claude-opus-4.8:low__json_schema FAIL 0% 646 in → 9 out (0 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files":{}}
Failure: No file blocks found
anthropic/claude-opus-4.8:max FAIL 0% 417 in → 1,242 out (159 reasoning)
--- app.py ```python app = Flask(__name__) app.run(port=8080, debug=False) ``` --- requirements.txt ``` flask==2.0.0 requests==2.28.0 ``` **Rationale:** - **app.py:** Kept main's intentional port change (`8080`) and took the incoming commit's security fix (`debug=False`), combining both meaningful changes per the "prefer disabling debug" preference. - **requirements.txt:** Kept the older `flask==2.0.0` for compatibility (from the incoming side) and took the updated `requests==2.28.0`.
Failure: Content mismatch: ['app.py', 'requirements.txt']
anthropic/claude-opus-4.8:max__json_schema FAIL 0% 646 in → 1,551 out (214 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files": {}}
Failure: No file blocks found
anthropic/claude-opus-4.8:medium FAIL 0% 411 in → 213 out (56 reasoning)
app.py ``` app = Flask(__name__) app.run(port=8080, debug=False) ``` requirements.txt ``` flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
anthropic/claude-opus-4.8:medium__json_schema FAIL 0% 648 in → 80 out (44 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files":{}}
Failure: No file blocks found
anthropic/claude-opus-4.8:none FAIL 0% 411 in → 162 out (0 reasoning)
app.py ```python app = Flask(__name__) app.run(port=8080, debug=False) ``` requirements.txt ``` flask==2.0.0 requests==2.28.0 ``` Resolution notes: - **app.py**: Kept main's port `8080` but applied the incoming `debug=False` (preferring disabling debug). - **requirements.txt**: Kept the older `flask==2.0.0` for compatibility while taking the updated `requests==2.28.0`.
Failure: Content mismatch: ['app.py', 'requirements.txt']
anthropic/claude-opus-4.8:none__json_schema FAIL 0% 646 in → 8 out (0 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files":{}}
Failure: No file blocks found
anthropic/claude-opus-4.8:xhigh FAIL 0% 417 in → 847 out (109 reasoning)
app.py ```python app = Flask(__name__) app.run(port=8080, debug=False) ``` requirements.txt ``` flask==2.0.0 requests==2.28.0 ``` **Resolution notes:** - **app.py:** Kept `main`'s port change (`8080`) and applied the incoming commit's security fix (`debug=False`), combining both intentions while honoring the preference to disable debug. - **requirements.txt:** Kept the older `flask==2.0.0` for compatibility and took the updated `requests==2.28.0`.
Failure: Content mismatch: ['app.py', 'requirements.txt']
anthropic/claude-opus-4.8:xhigh__json_schema FAIL 0% 648 in → 409 out (91 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files":{}}
Failure: No file blocks found
anthropic/claude-sonnet-4.6:high FAIL 0% 290 in → 518 out (210 reasoning)
**app.py** ```python app = Flask(__name__) app.run(port=8080, debug=False) ``` **requirements.txt** ``` flask==2.0.0 requests==2.28.0 ``` **Reasoning:** - **app.py** — The two changes were to different concerns (port vs. debug flag), so both are kept. `port=8080` is taken from `HEAD` (main's intentional port change), and `debug=False` is taken from the incoming commit per the stated preference to disable debug. - **requirements.txt** — `flask==2.0.0` is taken from the incoming commit (older version preferred for compatibility over main's `3.0.0`), and `requests==2.28.0` is taken from the incoming commit (the security/updated version over main's `2.25.0`).
Failure: No file blocks found
anthropic/claude-sonnet-4.6:high__json_schema FAIL 0% 467 in → 723 out (301 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files":{}}
Failure: No file blocks found
anthropic/claude-sonnet-4.6:low FAIL 0% 290 in → 56 out (0 reasoning)
app.py ```python app = Flask(__name__) app.run(port=8080, debug=False) ``` requirements.txt ``` flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
anthropic/claude-sonnet-4.6:low__json_schema FAIL 0% 471 in → 37 out (9 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files":{}}
Failure: No file blocks found
anthropic/claude-sonnet-4.6:max FAIL 0% 290 in → 798 out (258 reasoning)
## app.py ```python app = Flask(__name__) app.run(port=8080, debug=False) ``` ## requirements.txt ``` flask==2.0.0 requests==2.28.0 ``` --- **Resolution reasoning:** - **app.py**: Combined both meaningful changes — `port=8080` from HEAD (main) and `debug=False` from the incoming commit. The stated preference for disabling debug means `debug=False` is non-negotiable, while `port=8080` represents intentional work on main that doesn't conflict in principle with disabling debug. - **requirements.txt**: Took `flask==2.0.0` from the incoming commit (older version preferred for compatibility, discarding main's upgrade to 3.0.0) and `requests==2.28.0` from the incoming commit (the security/update-motivated version, discarding main's older 2.25.0).
Failure: Content mismatch: ['app.py', 'requirements.txt']
anthropic/claude-sonnet-4.6:max__json_schema FAIL 0% 467 in → 663 out (246 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files":{}}
Failure: No file blocks found
anthropic/claude-sonnet-4.6:medium FAIL 0% 294 in → 68 out (0 reasoning)
Here are the resolved file contents: --- app.py ```python app = Flask(__name__) app.run(port=8080, debug=False) ``` --- requirements.txt ``` flask==2.0.0 requests==2.28.0 ```
Failure: Expected file heading before file content
anthropic/claude-sonnet-4.6:medium__json_schema FAIL 0% 471 in → 211 out (179 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files":{}}
Failure: No file blocks found
anthropic/claude-sonnet-4.6:none FAIL 0% 292 in → 56 out (0 reasoning)
app.py ```python app = Flask(__name__) app.run(port=8080, debug=False) ``` requirements.txt ``` flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
anthropic/claude-sonnet-4.6:none__json_schema FAIL 0% 465 in → 15 out (0 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files":{}}
Failure: No file blocks found
anthropic/claude-sonnet-4.6:xhigh FAIL 0% 292 in → 720 out (279 reasoning)
## app.py The resolution takes `debug=False` from the incoming commit (preferred) and `port=8080` from HEAD, combining both intentional changes: ``` app.py app = Flask(__name__) app.run(port=8080, debug=False) ``` ## requirements.txt The resolution takes `flask==2.0.0` from the incoming commit (older version preferred for compatibility) and `requests==2.28.0` from the incoming commit (updated version preferred): ``` requirements.txt flask==2.0.0 requests==2.28.0 ``` **Rationale:** - **app.py**: Neither side's line alone satisfies both goals. The port change (`8080`) came from HEAD and the security fix (`debug=False`) came from the incoming commit, so the resolved line merges both intentional changes. - **requirements.txt**: Both values come from the incoming commit — `flask==2.0.0` fulfills the compatibility preference over HEAD's `3.0.0`, and `requests==2.28.0` fulfills the updated-requests preference over HEAD's `2.25.0`.
Failure: Duplicate file block: app.py
anthropic/claude-sonnet-4.6:xhigh__json_schema FAIL 0% 471 in → 364 out (303 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files":{}}
Failure: No file blocks found
anthropic/claude-sonnet-5:high FAIL 0% 413 in → 289 out (107 reasoning)
app.py ```python app = Flask(__name__) app.run(port=8080, debug=False) ``` requirements.txt ``` flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
anthropic/claude-sonnet-5:high__json_schema FAIL 0% 644 in → 146 out (57 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files":{}}
Failure: No file blocks found
anthropic/claude-sonnet-5:low FAIL 0% 413 in → 64 out (0 reasoning)
app.py ``` app = Flask(__name__) app.run(port=8080, debug=False) ``` requirements.txt ``` flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
anthropic/claude-sonnet-5:low__json_schema FAIL 0% 646 in → 14 out (0 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files":{}}
Failure: No file blocks found
anthropic/claude-sonnet-5:medium FAIL 0% 413 in → 197 out (58 reasoning)
app.py ``` app = Flask(__name__) app.run(port=8080, debug=False) ``` requirements.txt ``` flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
anthropic/claude-sonnet-5:medium__json_schema FAIL 0% 648 in → 77 out (46 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files":{}}
Failure: No file blocks found
anthropic/claude-sonnet-5:none FAIL 0% 411 in → 64 out (0 reasoning)
app.py ``` app = Flask(__name__) app.run(port=8080, debug=False) ``` requirements.txt ``` flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
anthropic/claude-sonnet-5:none__json_schema FAIL 0% 644 in → 13 out (0 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files":{}}
Failure: No file blocks found
anthropic/claude-sonnet-5:xhigh FAIL 0% 413 in → 305 out (66 reasoning)
app.py ``` app = Flask(__name__) app.run(port=8080, debug=False) ``` requirements.txt ``` flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
anthropic/claude-sonnet-5:xhigh__json_schema FAIL 0% 648 in → 256 out (116 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files":{}}
Failure: No file blocks found
arcee-ai/trinity-large-thinking:high FAIL 0% 250 in → 1,629 out (1,601 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
Invalid JSON. Output:
JSON Schema Structured Output
Structured Output Error
Failed to parse structured JSON response: Expecting value: line 1 column 1 (char 0)
Failure: Failed to parse structured JSON response: Expecting value: line 1 column 1 (char 0)
arcee-ai/trinity-large-thinking:low FAIL 0% 256 in → 3,626 out (3,633 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
Invalid JSON. Output:
JSON Schema Structured Output
Structured Output Error
Failed to parse structured JSON response: Expecting value: line 1 column 1 (char 0)
Failure: Failed to parse structured JSON response: Expecting value: line 1 column 1 (char 0)
arcee-ai/trinity-large-thinking:medium FAIL 0% 256 in → 65,536 out (65,543 reasoning)
(empty output)
Failure: No file blocks found
Invalid JSON. Output:
JSON Schema Structured Output
Structured Output Error
Failed to parse structured JSON response: Expecting value: line 1 column 1 (char 0)
Failure: Failed to parse structured JSON response: Expecting value: line 1 column 1 (char 0)
arcee-ai/trinity-large-thinking:xhigh FAIL 0% 256 in → 5,659 out (5,662 reasoning)
app.py app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
Invalid JSON. Output:
JSON Schema Structured Output
Structured Output Error
Failed to parse structured JSON response: Expecting value: line 1 column 1 (char 0)
Failure: Failed to parse structured JSON response: Expecting value: line 1 column 1 (char 0)
arcee-ai/trinity-mini:high FAIL 0% 250 in → 829 out (880 reasoning)
app.py app.run(port=5000, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
arcee-ai/trinity-mini:high__json_schema FAIL 0% 252 in → 325 out (293 reasoning)
app.py: app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=5000, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
arcee-ai/trinity-mini:low FAIL 0% 254 in → 325 out (303 reasoning)
app.py: app= Flask(__name__) app.run(port=5000, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
arcee-ai/trinity-mini:low__json_schema FAIL 0% 256 in → 355 out (327 reasoning)
app.py: app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=5000, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
arcee-ai/trinity-mini:medium FAIL 0% 256 in → 333 out (312 reasoning)
app.py: app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
arcee-ai/trinity-mini:medium__json_schema FAIL 0% 254 in → 693 out (688 reasoning)
app.py: app.run(port=5000, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files":{ "app.py": "app.run(port=5000, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
arcee-ai/trinity-mini:xhigh FAIL 0% 258 in → 634 out (626 reasoning)
app.py app =Flask(__name__) app.run(port=5000, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
arcee-ai/trinity-mini:xhigh__json_schema FAIL 0% 254 in → 382 out (371 reasoning)
app.py: app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) {"files": {"app.py":"app = Flask(__name__)\napp.run(port=5000, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0"}}
Failure: Content mismatch: ['app.py', 'requirements.txt']
deepseek/deepseek-v4-flash-0731:high FAIL 0% 264 in → 406 out (365 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
deepseek/deepseek-v4-flash-0731:high__json_schema FAIL 0% 264 in → 707 out (672 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
deepseek/deepseek-v4-flash-0731:low FAIL 0% 266 in → 156 out (128 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
deepseek/deepseek-v4-flash-0731:low__json_schema FAIL 0% 264 in → 782 out (786 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)\n", "requirements.txt": "flask==2.0.0\nrequests==2.28.0\n" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
deepseek/deepseek-v4-flash-0731:max FAIL 0% 343 in → 1,105 out (1,090 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
deepseek/deepseek-v4-flash-0731:max__json_schema FAIL 0% 341 in → 871 out (815 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)\n", "requirements.txt": "flask==2.0.0\nrequests==2.28.0\n" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
deepseek/deepseek-v4-flash-0731:medium FAIL 0% 266 in → 1,393 out (1,431 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
deepseek/deepseek-v4-flash-0731:medium__json_schema FAIL 0% 264 in → 806 out (776 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)\n", "requirements.txt": "flask==2.0.0\nrequests==2.28.0\n" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
deepseek/deepseek-v4-flash-0731:none FAIL 0% 268 in → 41 out (0 reasoning)
app.py app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
deepseek/deepseek-v4-flash-0731:none__json_schema FAIL 0% 268 in → 60 out (0 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
deepseek/deepseek-v4-flash-0731:xhigh FAIL 0% 343 in → 4,270 out (4,416 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
deepseek/deepseek-v4-flash-0731:xhigh__json_schema FAIL 0% 262 in → 1,174 out (1,395 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
deepseek/deepseek-v4-flash:high FAIL 0% 262 in → 1,123 out (1,080 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
deepseek/deepseek-v4-flash:high__json_schema FAIL 0% 268 in → 601 out (577 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)\n", "requirements.txt": "flask==2.0.0\nrequests==2.28.0\n" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
deepseek/deepseek-v4-flash:low FAIL 0% 264 in → 686 out (697 reasoning)
---app.py app = Flask(__name__) app.run(port=8080, debug=False) --- requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
deepseek/deepseek-v4-flash:low__json_schema FAIL 0% 264 in → 653 out (593 reasoning)
app.py: app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=5000, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
deepseek/deepseek-v4-flash:medium FAIL 0% 262 in → 615 out (602 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
Invalid JSON. Output: app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
Structured Output Error
Failed to parse structured JSON response: Expecting value: line 1 column 1 (char 0)
Failure: Failed to parse structured JSON response: Expecting value: line 1 column 1 (char 0)
deepseek/deepseek-v4-flash:none FAIL 0% 262 in → 41 out (0 reasoning)
app.py app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
deepseek/deepseek-v4-flash:none__json_schema FAIL 0% 270 in → 58 out (0 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
deepseek/deepseek-v4-flash:xhigh FAIL 0% 343 in → 784 out (777 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
deepseek/deepseek-v4-flash:xhigh__json_schema FAIL 0% 343 in → 1,234 out (1,282 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
deepseek/deepseek-v4-pro:high FAIL 0% 262 in → 1,080 out (1,038 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
deepseek/deepseek-v4-pro:high__json_schema FAIL 0% 262 in → 61 out (0 reasoning)
app.py: app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=5000, debug=False)\n", "requirements.txt": "flask==2.0.0\nrequests==2.28.0\n" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
deepseek/deepseek-v4-pro:low FAIL 0% 264 in → 1,021 out (1,011 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
deepseek/deepseek-v4-pro:low__json_schema FAIL 0% 464 in → 967 out (918 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) {"files":{"app.py":"app = Flask(__name__)\napp.run(port=8080, debug=False)","requirements.txt":"flask==2.0.0\nrequests==2.28.0"}}
Failure: Content mismatch: ['app.py', 'requirements.txt']
deepseek/deepseek-v4-pro:medium FAIL 0% 264 in → 1,438 out (1,391 reasoning)
app.py ``` app = Flask(__name__) app.run(port=8080, debug=False) ``` requirements.txt ``` flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
deepseek/deepseek-v4-pro:medium__json_schema FAIL 0% 468 in → 719 out (667 reasoning)
app.py: app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) {"files": {"app.py": "app = Flask(__name__)\napp.run(port=5000, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0"}}
Failure: Content mismatch: ['app.py', 'requirements.txt']
deepseek/deepseek-v4-pro:none FAIL 0% 262 in → 42 out (0 reasoning)
--- app.py app = Flask(__name__) app.run(port=5000, debug=False) --- requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
deepseek/deepseek-v4-pro:none__json_schema FAIL 0% 268 in → 57 out (0 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
deepseek/deepseek-v4-pro:xhigh FAIL 0% 341 in → 4,295 out (4,253 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
deepseek/deepseek-v4-pro:xhigh__json_schema FAIL 0% 347 in → 2,932 out (2,872 reasoning)
app.py: app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=5000, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemini-3-flash-preview:high FAIL 0% 288 in → 3,260 out (3,213 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemini-3-flash-preview:high__json_schema FAIL 0% 368 in → 1,251 out (1,195 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) {"files": {"app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0"}}
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemini-3-flash-preview:low FAIL 0% 282 in → 965 out (916 reasoning)
--- app.py app = Flask(__name__) app.run(port=8080, debug=False) --- requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemini-3-flash-preview:low__json_schema FAIL 0% 370 in → 1,366 out (1,297 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemini-3-flash-preview:medium FAIL 0% 284 in → 2,946 out (2,899 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemini-3-flash-preview:medium__json_schema FAIL 0% 368 in → 1,829 out (1,776 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) {"files":{"app.py":"app = Flask(__name__)\napp.run(port=8080, debug=False)","requirements.txt":"flask==2.0.0\nrequests==2.28.0"}}
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemini-3-flash-preview:xhigh FAIL 0% 284 in → 1,102 out (1,055 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemini-3-flash-preview:xhigh__json_schema FAIL 0% 370 in → 1,350 out (1,297 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) {"files":{"app.py":"app = Flask(__name__)\napp.run(port=8080, debug=False)","requirements.txt":"flask==2.0.0\nrequests==2.28.0"}}
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemini-3.1-flash-lite-preview:high FAIL 0% 288 in → 1,045 out (998 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemini-3.1-flash-lite-preview:high__json_schema FAIL 0% 370 in → 2,084 out (2,031 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) {"files":{"app.py":"app = Flask(__name__)\napp.run(port=8080, debug=False)","requirements.txt":"flask==2.0.0\nrequests==2.28.0"}}
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemini-3.1-flash-lite-preview:low FAIL 0% 284 in → 191 out (144 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemini-3.1-flash-lite-preview:low__json_schema FAIL 0% 366 in → 170 out (114 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) {"files": {"app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0"}}
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemini-3.1-flash-lite-preview:medium FAIL 0% 286 in → 755 out (715 reasoning)
app.py app.run(port=5000, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemini-3.1-flash-lite-preview:medium__json_schema FAIL 0% 285 in → 1,390 out (1,334 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) {"files": {"app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0"}}
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemini-3.1-flash-lite-preview:xhigh FAIL 0% 285 in → 1,165 out (1,118 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemini-3.1-flash-lite-preview:xhigh__json_schema FAIL 0% 287 in → 4,215 out (4,152 reasoning)
app.py: app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: requirements.txt flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) {"files":{"app.py":"app.py\napp = Flask(__name__)\napp.run(port=8080, debug=False)","requirements.txt":"requirements.txt\nflask==2.0.0\nrequests==2.28.0"}}
Failure: Duplicate file block: app.py
google/gemini-3.1-pro-preview:high FAIL 0% 282 in → 1,705 out (1,656 reasoning)
--- app.py app = Flask(__name__) app.run(port=8080, debug=False) --- requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemini-3.1-pro-preview:high__json_schema FAIL 0% 368 in → 2,084 out (2,031 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) {"files":{"app.py":"app = Flask(__name__)\napp.run(port=8080, debug=False)","requirements.txt":"flask==2.0.0\nrequests==2.28.0"}}
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemini-3.1-pro-preview:low FAIL 0% 284 in → 666 out (609 reasoning)
app.py ```python app = Flask(__name__) app.run(port=8080, debug=False) ``` requirements.txt ```text flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemini-3.1-pro-preview:low__json_schema FAIL 0% 368 in → 841 out (785 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) {"files": {"app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0"}}
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemini-3.1-pro-preview:medium FAIL 0% 288 in → 836 out (777 reasoning)
app.py: ```python app = Flask(__name__) app.run(port=8080, debug=False) ``` requirements.txt: ```text flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemini-3.1-pro-preview:medium__json_schema FAIL 0% 370 in → 1,075 out (1,002 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)\n", "requirements.txt": "flask==2.0.0\nrequests==2.28.0\n" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemini-3.1-pro-preview:xhigh FAIL 0% 286 in → 1,350 out (1,301 reasoning)
--- app.py app = Flask(__name__) app.run(port=8080, debug=False) --- requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemini-3.1-pro-preview:xhigh__json_schema FAIL 0% 366 in → 2,251 out (2,190 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) {"files":{"app.py":"app = Flask(__name__)\u000Aapp.run(port=8080, debug=False)","requirements.txt":"flask==2.0.0\u000Arequests==2.28.0"}}
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemini-3.5-flash-lite:high FAIL 0% 285 in → 3,253 out (3,206 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemini-3.5-flash-lite:high__json_schema FAIL 0% 368 in → 2,289 out (2,220 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemini-3.5-flash-lite:low FAIL 0% 286 in → 47 out (0 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemini-3.5-flash-lite:low__json_schema FAIL 0% 368 in → 69 out (0 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemini-3.5-flash-lite:max FAIL 0% 286 in → 2,587 out (2,540 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemini-3.5-flash-lite:max__json_schema FAIL 0% 370 in → 2,207 out (2,147 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) {"files": {"app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)\n", "requirements.txt": "flask==2.0.0\nrequests==2.28.0\n"}}
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemini-3.5-flash-lite:medium FAIL 0% 289 in → 1,492 out (1,445 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemini-3.5-flash-lite:medium__json_schema FAIL 0% 287 in → 974 out (905 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemini-3.5-flash-lite:xhigh FAIL 0% 289 in → 3,024 out (2,967 reasoning)
app.py ```python app = Flask(__name__) app.run(port=8080, debug=False) ``` requirements.txt ```text flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemini-3.5-flash-lite:xhigh__json_schema FAIL 0% 370 in → 2,877 out (2,821 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) {"files": {"app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0"}}
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemini-3.5-flash:high FAIL 0% 284 in → 1,223 out (1,176 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemini-3.5-flash:high__json_schema FAIL 0% 368 in → 2,001 out (1,941 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) {"files": {"app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)\n", "requirements.txt": "flask==2.0.0\nrequests==2.28.0\n"}}
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemini-3.5-flash:low FAIL 0% 286 in → 1,002 out (955 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemini-3.5-flash:low__json_schema FAIL 0% 368 in → 602 out (529 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)\n", "requirements.txt": "flask==2.0.0\nrequests==2.28.0\n" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemini-3.5-flash:medium FAIL 0% 286 in → 1,733 out (1,676 reasoning)
app.py ```python app = Flask(__name__) app.run(port=8080, debug=False) ``` requirements.txt ```text flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemini-3.5-flash:medium__json_schema FAIL 0% 370 in → 1,205 out (1,132 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)\n", "requirements.txt": "flask==2.0.0\nrequests==2.28.0\n" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemini-3.5-flash:xhigh FAIL 0% 282 in → 1,450 out (1,401 reasoning)
--- app.py app = Flask(__name__) app.run(port=8080, debug=False) --- requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemini-3.5-flash:xhigh__json_schema FAIL 0% 368 in → 1,550 out (1,490 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) {"files": {"app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)\n", "requirements.txt": "flask==2.0.0\nrequests==2.28.0\n"}}
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemini-3.6-flash:high FAIL 0% 289 in → 1,192 out (1,135 reasoning)
app.py ```python app = Flask(__name__) app.run(port=8080, debug=False) ``` requirements.txt ```text flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemini-3.6-flash:high__json_schema FAIL 0% 368 in → 1,385 out (1,329 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) {"files":{"app.py":"app = Flask(__name__)\napp.run(port=8080, debug=False)\n","requirements.txt":"flask==2.0.0\nrequests==2.28.0\n"}}
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemini-3.6-flash:low FAIL 0% 287 in → 878 out (831 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemini-3.6-flash:low__json_schema FAIL 0% 370 in → 69 out (0 reasoning)
app.py: app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=5000, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemini-3.6-flash:max FAIL 0% 285 in → 1,820 out (1,773 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemini-3.6-flash:max__json_schema FAIL 0% 289 in → 2,615 out (2,559 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) {"files":{"app.py":"app = Flask(__name__)\napp.run(port=8080, debug=False)\n","requirements.txt":"flask==2.0.0\nrequests==2.28.0\n"}}
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemini-3.6-flash:medium FAIL 0% 289 in → 1,473 out (1,416 reasoning)
app.py ```python app = Flask(__name__) app.run(port=8080, debug=False) ``` requirements.txt ```text flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemini-3.6-flash:medium__json_schema FAIL 0% 285 in → 1,305 out (1,232 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)\n", "requirements.txt": "flask==2.0.0\nrequests==2.28.0\n" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemini-3.6-flash:xhigh FAIL 0% 284 in → 2,150 out (2,103 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemini-3.6-flash:xhigh__json_schema FAIL 0% 287 in → 2,379 out (2,319 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) {"files": {"app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)\n", "requirements.txt": "flask==2.0.0\nrequests==2.28.0\n"}}
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemma-4-26b-a4b-it:high FAIL 0% 299 in → 4,963 out (4,713 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemma-4-26b-a4b-it:high__json_schema FAIL 0% 303 in → 3,080 out (2,511 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemma-4-26b-a4b-it:low FAIL 0% 304 in → 3,028 out (2,551 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemma-4-26b-a4b-it:low__json_schema FAIL 0% 302 in → 4,299 out (3,631 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemma-4-26b-a4b-it:medium FAIL 0% 301 in → 3,082 out (2,711 reasoning)
app.py app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemma-4-26b-a4b-it:medium__json_schema FAIL 0% 302 in → 6,160 out (5,544 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemma-4-26b-a4b-it:none FAIL 0% 299 in → 48 out (0 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemma-4-26b-a4b-it:none__json_schema FAIL 0% 301 in → 67 out (0 reasoning)
app.py: app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=5000, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemma-4-26b-a4b-it:xhigh FAIL 0% 304 in → 3,246 out (2,758 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemma-4-26b-a4b-it:xhigh__json_schema FAIL 0% 302 in → 2,314 out (2,004 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemma-4-31b-it:high FAIL 0% 302 in → 734 out (558 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemma-4-31b-it:high__json_schema FAIL 0% 301 in → 739 out (560 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemma-4-31b-it:low FAIL 0% 302 in → 475 out (349 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemma-4-31b-it:low__json_schema FAIL 0% 300 in → 57 out (0 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) {"files": {"app.py": "app = Flask(__name__) \napp.run(port=8080, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0"}}
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemma-4-31b-it:medium FAIL 0% 302 in → 1,158 out (974 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemma-4-31b-it:medium__json_schema FAIL 0% 302 in → 683 out (494 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) {"files": { "app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" }}
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemma-4-31b-it:none FAIL 0% 299 in → 48 out (0 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemma-4-31b-it:none__json_schema FAIL 0% 295 in → 64 out (0 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemma-4-31b-it:xhigh FAIL 0% 302 in → 561 out (398 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemma-4-31b-it:xhigh__json_schema FAIL 0% 305 in → 619 out (613 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files":{}}
Failure: No file blocks found
ibm-granite/granite-4.1-8b FAIL 0% 279 in → 39 out
app.py app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
app.py: app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt: flask==3.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=5000, debug=False)", "requirements.txt": "flask==3.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
inclusionai/ling-2.6-flash FAIL 0% 299 in → 38 out
app.py app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) {"files": {"app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0"}}
Failure: Content mismatch: ['app.py', 'requirements.txt']
liquid/lfm-2-24b-a2b FAIL 0% 282 in → 54 out
**app.py** ``` app = Flask(__name__) app.run(port=8080, debug=False) ``` **requirements.txt** ``` flask==2.0.0 requests==2.28.0 ```
Failure: No file blocks found
Invalid JSON. Output: **app.py** ``` app = Flask(__name__) app.run(port=8080, debug=False) ``` **requirements.txt** ``` flask==2.0.0 requests==2.28.0 ```
JSON Schema Structured Output
Structured Output Error
Failed to parse structured JSON response: Expecting value: line 1 column 1 (char 0)
Failure: Failed to parse structured JSON response: Expecting value: line 1 column 1 (char 0)
minimax/minimax-m2.5:high FAIL 0% 287 in → 1,150 out (1,110 reasoning)
app.py app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
minimax/minimax-m2.5:high__json_schema FAIL 0% 316 in → 1,574 out (1,516 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
minimax/minimax-m2.5:low FAIL 0% 318 in → 656 out (616 reasoning)
app.py app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
minimax/minimax-m2.5:low__json_schema FAIL 0% 287 in → 454 out (437 reasoning)
app.py: app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=5000, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
minimax/minimax-m2.5:medium FAIL 0% 294 in → 447 out (423 reasoning)
app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Expected file heading before file content
minimax/minimax-m2.5:medium__json_schema FAIL 0% 318 in → 1,008 out (951 reasoning)
app.py: app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=5000, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
minimax/minimax-m2.5:xhigh FAIL 0% 294 in → 399 out (360 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
minimax/minimax-m2.5:xhigh__json_schema FAIL 0% 289 in → 1,623 out (1,566 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
minimax/minimax-m2.7:high FAIL 0% 290 in → 531 out (485 reasoning)
app.py ```python app = Flask(__name__) app.run(port=8080, debug=False) ``` requirements.txt ``` flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
minimax/minimax-m2.7:high__json_schema FAIL 0% 440 in → 1,429 out (1,371 reasoning)
app.py: app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=5000, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
minimax/minimax-m2.7:low FAIL 0% 290 in → 859 out (820 reasoning)
app.py app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
minimax/minimax-m2.7:low__json_schema FAIL 0% 440 in → 650 out (592 reasoning)
app.py: app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=5000, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
minimax/minimax-m2.7:medium FAIL 0% 288 in → 779 out (807 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
Invalid JSON. Output:
JSON Schema Structured Output
Structured Output Error
Failed to parse structured JSON response: Expecting value: line 1 column 1 (char 0)
Failure: Failed to parse structured JSON response: Expecting value: line 1 column 1 (char 0)
minimax/minimax-m2.7:xhigh FAIL 0% 292 in → 886 out (842 reasoning)
app.py from flask import Flask app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
minimax/minimax-m2.7:xhigh__json_schema FAIL 0% 436 in → 867 out (809 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
minimax/minimax-m3:high FAIL 0% 427 in → 246 out (190 reasoning)
--- app.py app = Flask(__name__) app.run(port=8080, debug=False) --- requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
minimax/minimax-m3:high__json_schema FAIL 0% 412 in → 60 out (0 reasoning)
app.py: app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=5000, debug=False)\n", "requirements.txt": "flask==2.0.0\nrequests==2.28.0\n" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
minimax/minimax-m3:low FAIL 0% 427 in → 261 out (246 reasoning)
--- app.py app = Flask(__name__) app.run(port=5000, debug=False) --- requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
minimax/minimax-m3:low__json_schema FAIL 0% 375 in → 57 out (55 reasoning)
app.py: app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=5000, debug=False)\n", "requirements.txt": "flask==2.0.0\nrequests==2.28.0\n" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
minimax/minimax-m3:medium FAIL 0% 427 in → 566 out (576 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
minimax/minimax-m3:medium__json_schema FAIL 0% 410 in → 60 out (0 reasoning)
app.py: app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=5000, debug=False)\n", "requirements.txt": "flask==2.0.0\nrequests==2.28.0\n" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
minimax/minimax-m3:xhigh FAIL 0% 423 in → 933 out (978 reasoning)
app.py ``` app = Flask(__name__) app.run(port=8080, debug=False) ``` requirements.txt ``` flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
minimax/minimax-m3:xhigh__json_schema FAIL 0% 375 in → 57 out (55 reasoning)
app.py: app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=5000, debug=False)\n", "requirements.txt": "flask==2.0.0\nrequests==2.28.0\n" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
mistralai/devstral-2512 FAIL 0% 277 in → 63 out
Here are the resolved contents for both files: ```python # app.py app = Flask(__name__) app.run(port=5000, debug=False) ``` ```text # requirements.txt flask==2.0.0 requests==2.28.0 ```
Failure: Expected file heading before file content
mistralai/devstral-2512__json_schema FAIL 0% 283 in → 62 out
app.py: app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=5000, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
mistralai/mistral-medium-3-5:high FAIL 0% 295 in → 3,528 out (3,668 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
mistralai/mistral-medium-3-5:high__json_schema FAIL 0% 283 in → 979 out (899 reasoning)
app.py: app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) {"files": {"app.py": "app = Flask(__name__)\napp.run(port=5000, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0"}}
Failure: Content mismatch: ['app.py', 'requirements.txt']
mistralai/mistral-medium-3-5:low FAIL 0% 295 in → 6,742 out (6,687 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
mistralai/mistral-medium-3-5:low__json_schema FAIL 0% 279 in → 659 out (587 reasoning)
app.py: app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) {"files": {"app.py": "app = Flask(__name__)\napp.run(port=5000, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0"}}
Failure: Content mismatch: ['app.py', 'requirements.txt']
mistralai/mistral-medium-3-5:medium FAIL 0% 293 in → 1,086 out (1,005 reasoning)
app.py app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
mistralai/mistral-medium-3-5:medium__json_schema FAIL 0% 279 in → 1,252 out (1,171 reasoning)
app.py: app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) {"files": {"app.py": "app = Flask(__name__)\napp.run(port=5000, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0"}}
Failure: Content mismatch: ['app.py', 'requirements.txt']
mistralai/mistral-medium-3-5:none FAIL 0% 291 in → 51 out (0 reasoning)
app.py ```python app = Flask(__name__) app.run(port=5000, debug=False) ``` requirements.txt ``` flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
mistralai/mistral-medium-3-5:none__json_schema FAIL 0% 283 in → 54 out (0 reasoning)
app.py: app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) {"files": {"app.py": "app = Flask(__name__)\napp.run(port=5000, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0"}}
Failure: Content mismatch: ['app.py', 'requirements.txt']
mistralai/mistral-medium-3-5:xhigh FAIL 0% 291 in → 1,331 out (1,267 reasoning)
app.py app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
mistralai/mistral-medium-3-5:xhigh__json_schema FAIL 0% 283 in → 1,824 out (1,683 reasoning)
app.py: app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) {"files": {"app.py": "app = Flask(__name__)\napp.run(port=5000, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0"}}
Failure: Content mismatch: ['app.py', 'requirements.txt']
moonshotai/kimi-k2.6:high FAIL 0% 259 in → 3,687 out (3,645 reasoning)
--- app.py app = Flask(__name__) app.run(port=8080, debug=False) --- requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
moonshotai/kimi-k2.6:high__json_schema FAIL 0% 254 in → 2,248 out (2,039 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)\n", "requirements.txt": "flask==2.0.0\nrequests==2.28.0\n" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
moonshotai/kimi-k2.6:low FAIL 0% 256 in → 2,149 out (2,109 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
moonshotai/kimi-k2.6:low__json_schema FAIL 0% 254 in → 2,038 out (1,980 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) {"files": {"app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)\n", "requirements.txt": "flask==2.0.0\nrequests==2.28.0\n"}}
Failure: Content mismatch: ['app.py', 'requirements.txt']
moonshotai/kimi-k2.6:medium FAIL 0% 259 in → 1,090 out (1,050 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
moonshotai/kimi-k2.6:medium__json_schema FAIL 0% 256 in → 3,456 out (3,393 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)\n", "requirements.txt": "flask==2.0.0\nrequests==2.28.0\n" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
moonshotai/kimi-k2.6:xhigh FAIL 0% 259 in → 2,186 out (2,171 reasoning)
--- app.py app = Flask(__name__) app.run(port=8080, debug=False) --- requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
moonshotai/kimi-k2.6:xhigh__json_schema FAIL 0% 257 in → 1,604 out (1,550 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) {"files": {"app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)\n", "requirements.txt": "flask==2.0.0\nrequests==2.28.0\n"}}
Failure: Content mismatch: ['app.py', 'requirements.txt']
moonshotai/kimi-k2.7-code:high FAIL 0% 259 in → 296 out (282 reasoning)
app.py ```python app = Flask(__name__) app.run(port=8080, debug=False) ``` requirements.txt ``` flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
moonshotai/kimi-k2.7-code:high__json_schema FAIL 0% 255 in → 545 out (530 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)\n", "requirements.txt": "flask==2.0.0\nrequests==2.28.0\n" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
moonshotai/kimi-k2.7-code:low FAIL 0% 257 in → 602 out (555 reasoning)
app.py ```python app = Flask(__name__) app.run(port=8080, debug=False) ``` requirements.txt ``` flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
moonshotai/kimi-k2.7-code:low__json_schema FAIL 0% 255 in → 1,139 out (1,231 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
moonshotai/kimi-k2.7-code:medium FAIL 0% 256 in → 295 out (253 reasoning)
--- app.py app = Flask(__name__) app.run(port=8080, debug=False) --- requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
moonshotai/kimi-k2.7-code:medium__json_schema FAIL 0% 255 in → 253 out (199 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
moonshotai/kimi-k2.7-code:xhigh FAIL 0% 256 in → 312 out (270 reasoning)
--- app.py app = Flask(__name__) app.run(port=8080, debug=False) --- requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
moonshotai/kimi-k2.7-code:xhigh__json_schema FAIL 0% 257 in → 391 out (364 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)\n", "requirements.txt": "flask==2.0.0\nrequests==2.28.0\n" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
moonshotai/kimi-k3:high FAIL 0% 334 in → 238 out (178 reasoning)
--- app.py ``` app = Flask(__name__) app.run(port=8080, debug=False) ``` --- requirements.txt ``` flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
moonshotai/kimi-k3:high__json_schema FAIL 0% 336 in → 281 out (221 reasoning)
--- app.py ``` app = Flask(__name__) app.run(port=8080, debug=False) ``` --- requirements.txt ``` flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
moonshotai/kimi-k3:low FAIL 0% 334 in → 437 out (382 reasoning)
--- app.py app = Flask(__name__) app.run(port=8080, debug=False) --- requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
moonshotai/kimi-k3:low__json_schema FAIL 0% 334 in → 287 out (225 reasoning)
--- app.py ```python app = Flask(__name__) app.run(port=8080, debug=False) ``` --- requirements.txt ``` flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
moonshotai/kimi-k3:max FAIL 0% 334 in → 281 out (226 reasoning)
--- app.py app = Flask(__name__) app.run(port=8080, debug=False) --- requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
moonshotai/kimi-k3:max__json_schema FAIL 0% 334 in → 720 out (658 reasoning)
--- app.py ```python app = Flask(__name__) app.run(port=8080, debug=False) ``` --- requirements.txt ``` flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
moonshotai/kimi-k3:medium FAIL 0% 334 in → 422 out (360 reasoning)
--- app.py ```python app = Flask(__name__) app.run(port=8080, debug=False) ``` --- requirements.txt ``` flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
moonshotai/kimi-k3:medium__json_schema FAIL 0% 336 in → 1,908 out (1,853 reasoning)
--- app.py app = Flask(__name__) app.run(port=8080, debug=False) --- requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
moonshotai/kimi-k3:xhigh FAIL 0% 334 in → 380 out (318 reasoning)
--- app.py ```python app = Flask(__name__) app.run(port=8080, debug=False) ``` --- requirements.txt ``` flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
moonshotai/kimi-k3:xhigh__json_schema FAIL 0% 334 in → 868 out (808 reasoning)
app.py ```python app = Flask(__name__) app.run(port=8080, debug=False) ``` requirements.txt ``` flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
nvidia/nemotron-3-nano-30b-a3b:high FAIL 0% 296 in → 723 out (682 reasoning)
app.py app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
nvidia/nemotron-3-nano-30b-a3b:high__json_schema FAIL 0% 296 in → 824 out (792 reasoning)
app.py: app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=5000, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
nvidia/nemotron-3-nano-30b-a3b:low FAIL 0% 296 in → 478 out (457 reasoning)
app.py ```python app = Flask(__name__) app.run(port=5000, debug=False) ``` requirements.txt ```text flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
nvidia/nemotron-3-nano-30b-a3b:low__json_schema FAIL 0% 294 in → 694 out (617 reasoning)
app.py: app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=5000, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
nvidia/nemotron-3-nano-30b-a3b:medium FAIL 0% 296 in → 523 out (504 reasoning)
app.py app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
nvidia/nemotron-3-nano-30b-a3b:medium__json_schema FAIL 0% 296 in → 402 out (338 reasoning)
app.py: app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=5000, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
nvidia/nemotron-3-nano-30b-a3b:none FAIL 0% 294 in → 45 out (0 reasoning)
--- app.py app = Flask(__name__) app.run(port=5000, debug=False) --- requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
nvidia/nemotron-3-nano-30b-a3b:none__json_schema FAIL 0% 292 in → 69 out (0 reasoning)
app.py: app.py content resolves to: app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt: requirements.txt resolves to: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) {"files": {"app.py": "app.py content resolves to:\napp = Flask(__name__)\napp.run(port=5000, debug=False)", "requirements.txt": "requirements.txt resolves to:\nflask==2.0.0\nrequests==2.28.0"}}
Failure: Content mismatch: ['app.py', 'requirements.txt']
nvidia/nemotron-3-nano-30b-a3b:xhigh FAIL 0% 292 in → 839 out (840 reasoning)
app.py app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
nvidia/nemotron-3-nano-30b-a3b:xhigh__json_schema FAIL 0% 292 in → 761 out (715 reasoning)
app.py: from flask import Flask app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "from flask import Flask\napp = Flask(__name__)\napp.run(port=5000, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
nvidia/nemotron-3-super-120b-a12b:high FAIL 0% 296 in → 380 out (329 reasoning)
app.py app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
nvidia/nemotron-3-super-120b-a12b:high__json_schema FAIL 0% 296 in → 483 out (390 reasoning)
app.py: app = Flask(__name__)\napp.run(port=5000, debug=False) requirements.txt: flask==2.0.0\nrequests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\\napp.run(port=5000, debug=False)", "requirements.txt": "flask==2.0.0\\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
nvidia/nemotron-3-super-120b-a12b:low FAIL 0% 288 in → 538 out (477 reasoning)
app.py app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
nvidia/nemotron-3-super-120b-a12b:low__json_schema FAIL 0% 294 in → 493 out (398 reasoning)
app.py: app = Flask(__name__)\napp.run(port=5000, debug=False) requirements.txt: flask==2.0.0\nrequests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\\napp.run(port=5000, debug=False)", "requirements.txt": "flask==2.0.0\\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
nvidia/nemotron-3-super-120b-a12b:medium FAIL 0% 292 in → 510 out (426 reasoning)
app.py app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
nvidia/nemotron-3-super-120b-a12b:medium__json_schema FAIL 0% 296 in → 541 out (434 reasoning)
app.py: app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=5000, debug=False)\n", "requirements.txt": "flask==2.0.0\nrequests==2.28.0\n" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
nvidia/nemotron-3-super-120b-a12b:none FAIL 0% 294 in → 44 out (0 reasoning)
app.py app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
nvidia/nemotron-3-super-120b-a12b:none__json_schema FAIL 0% 294 in → 62 out (0 reasoning)
app.py: app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=5000, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
nvidia/nemotron-3-super-120b-a12b:xhigh FAIL 0% 296 in → 629 out (538 reasoning)
app.py app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
nvidia/nemotron-3-super-120b-a12b:xhigh__json_schema FAIL 0% 290 in → 710 out (597 reasoning)
app.py: app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=5000, debug=False)\n", "requirements.txt": "flask==2.0.0\nrequests==2.28.0\n" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
openai/gpt-5.4-mini:high FAIL 0% 254 in → 216 out (172 reasoning)
app.py app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
(empty output)
JSON Schema Structured Output
Failure: Error code: 400 - {'error': {'message': 'Provider returned error', 'code': 400, 'metadata': {'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}', 'provider_name': 'Azure', 'is_byok': False, 'previous_errors': [{'code': 400, 'message': 'Provider returned error', 'provider_name': 'OpenAI', 'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}'}]}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
openai/gpt-5.4-mini:low FAIL 0% 254 in → 107 out (53 reasoning)
app.py ```python app = Flask(__name__) app.run(port=5000, debug=False) ``` requirements.txt ```txt flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
(empty output)
JSON Schema Structured Output
Failure: Error code: 400 - {'error': {'message': 'Provider returned error', 'code': 400, 'metadata': {'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}', 'provider_name': 'Azure', 'is_byok': False, 'previous_errors': [{'code': 400, 'message': 'Provider returned error', 'provider_name': 'OpenAI', 'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}'}]}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
openai/gpt-5.4-mini:medium FAIL 0% 252 in → 170 out (116 reasoning)
app.py ```python app = Flask(__name__) app.run(port=5000, debug=False) ``` requirements.txt ```txt flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
(empty output)
JSON Schema Structured Output
Failure: Error code: 400 - {'error': {'message': 'Provider returned error', 'code': 400, 'metadata': {'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}', 'provider_name': 'Azure', 'is_byok': False, 'previous_errors': [{'code': 400, 'message': 'Provider returned error', 'provider_name': 'OpenAI', 'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}'}]}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
openai/gpt-5.4-mini:none FAIL 0% 254 in → 42 out (0 reasoning)
app.py app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
(empty output)
JSON Schema Structured Output
Failure: Error code: 400 - {'error': {'message': 'Provider returned error', 'code': 400, 'metadata': {'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}', 'provider_name': 'Azure', 'is_byok': False, 'previous_errors': [{'code': 400, 'message': 'Provider returned error', 'provider_name': 'OpenAI', 'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}'}]}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
openai/gpt-5.4-mini:xhigh FAIL 0% 250 in → 342 out (287 reasoning)
app.py ```python app = Flask(__name__) app.run(port=5000, debug=False) ``` requirements.txt ``` ტექst flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
(empty output)
JSON Schema Structured Output
Failure: Error code: 400 - {'error': {'message': 'Provider returned error', 'code': 400, 'metadata': {'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}', 'provider_name': 'Azure', 'is_byok': False, 'previous_errors': [{'code': 400, 'message': 'Provider returned error', 'provider_name': 'OpenAI', 'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}'}]}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
openai/gpt-5.4-nano:high FAIL 0% 252 in → 52 out (0 reasoning)
app.py ```python app = Flask(__name__) app.run(port=5000, debug=False) ``` requirements.txt ```txt flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
(empty output)
JSON Schema Structured Output
Failure: Error code: 400 - {'error': {'message': 'Provider returned error', 'code': 400, 'metadata': {'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}', 'provider_name': 'Azure', 'is_byok': False, 'previous_errors': [{'code': 400, 'message': 'Provider returned error', 'provider_name': 'OpenAI', 'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}'}]}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
openai/gpt-5.4-nano:low FAIL 0% 252 in → 52 out (0 reasoning)
app.py ```python app = Flask(__name__) app.run(port=5000, debug=False) ``` requirements.txt ```txt flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
(empty output)
JSON Schema Structured Output
Failure: Error code: 400 - {'error': {'message': 'Provider returned error', 'code': 400, 'metadata': {'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}', 'provider_name': 'Azure', 'is_byok': False, 'previous_errors': [{'code': 400, 'message': 'Provider returned error', 'provider_name': 'OpenAI', 'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}'}]}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
openai/gpt-5.4-nano:medium FAIL 0% 254 in → 52 out (0 reasoning)
app.py ```python app = Flask(__name__) app.run(port=5000, debug=False) ``` requirements.txt ```txt flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
(empty output)
JSON Schema Structured Output
Failure: Error code: 400 - {'error': {'message': 'Provider returned error', 'code': 400, 'metadata': {'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}', 'provider_name': 'Azure', 'is_byok': False, 'previous_errors': [{'code': 400, 'message': 'Provider returned error', 'provider_name': 'OpenAI', 'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}'}]}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
openai/gpt-5.4-nano:none FAIL 0% 254 in → 52 out (0 reasoning)
app.py ```python app = Flask(__name__) app.run(port=5000, debug=False) ``` requirements.txt ```txt flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
(empty output)
JSON Schema Structured Output
Failure: Error code: 400 - {'error': {'message': 'Provider returned error', 'code': 400, 'metadata': {'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}', 'provider_name': 'Azure', 'is_byok': False, 'previous_errors': [{'code': 400, 'message': 'Provider returned error', 'provider_name': 'OpenAI', 'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}'}]}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
openai/gpt-5.4-nano:xhigh FAIL 0% 250 in → 8,390 out (8,346 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
(empty output)
JSON Schema Structured Output
Failure: Error code: 400 - {'error': {'message': 'Provider returned error', 'code': 400, 'metadata': {'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}', 'provider_name': 'Azure', 'is_byok': False, 'previous_errors': [{'code': 400, 'message': 'Provider returned error', 'provider_name': 'OpenAI', 'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}'}]}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
openai/gpt-5.4:high FAIL 0% 254 in → 318 out (274 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
(empty output)
JSON Schema Structured Output
Failure: Error code: 400 - {'error': {'message': 'Provider returned error', 'code': 400, 'metadata': {'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}', 'provider_name': 'Azure', 'is_byok': False, 'previous_errors': [{'code': 400, 'message': 'Provider returned error', 'provider_name': 'OpenAI', 'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}'}]}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
openai/gpt-5.4:low FAIL 0% 250 in → 52 out (0 reasoning)
app.py ```python app = Flask(__name__) app.run(port=5000, debug=False) ``` requirements.txt ```txt flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
(empty output)
JSON Schema Structured Output
Failure: Error code: 400 - {'error': {'message': 'Provider returned error', 'code': 400, 'metadata': {'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}', 'provider_name': 'Azure', 'is_byok': False, 'previous_errors': [{'code': 400, 'message': 'Provider returned error', 'provider_name': 'OpenAI', 'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}'}]}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
openai/gpt-5.4:medium FAIL 0% 250 in → 269 out (225 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
(empty output)
JSON Schema Structured Output
Failure: Error code: 400 - {'error': {'message': 'Provider returned error', 'code': 400, 'metadata': {'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}', 'provider_name': 'Azure', 'is_byok': False, 'previous_errors': [{'code': 400, 'message': 'Provider returned error', 'provider_name': 'OpenAI', 'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}'}]}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
openai/gpt-5.4:none FAIL 0% 252 in → 52 out (0 reasoning)
app.py ```python app = Flask(__name__) app.run(port=5000, debug=False) ``` requirements.txt ```txt flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
(empty output)
JSON Schema Structured Output
Failure: Error code: 400 - {'error': {'message': 'Provider returned error', 'code': 400, 'metadata': {'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}', 'provider_name': 'Azure', 'is_byok': False, 'previous_errors': [{'code': 400, 'message': 'Provider returned error', 'provider_name': 'OpenAI', 'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}'}]}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
openai/gpt-5.4:xhigh FAIL 0% 252 in → 431 out (377 reasoning)
app.py ```python app = Flask(__name__) app.run(port=8080, debug=False) ``` requirements.txt ```txt flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
(empty output)
JSON Schema Structured Output
Failure: Error code: 400 - {'error': {'message': 'Provider returned error', 'code': 400, 'metadata': {'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}', 'provider_name': 'Azure', 'is_byok': False, 'previous_errors': [{'code': 400, 'message': 'Provider returned error', 'provider_name': 'OpenAI', 'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}'}]}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
openai/gpt-5.5:high FAIL 0% 258 in → 562 out (516 reasoning)
--- app.py app = Flask(__name__) app.run(port=8080, debug=False) --- requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
(empty output)
JSON Schema Structured Output
Failure: Error code: 400 - {'error': {'message': 'Provider returned error', 'code': 400, 'metadata': {'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}', 'provider_name': 'Azure', 'is_byok': False, 'previous_errors': [{'code': 400, 'message': 'Provider returned error', 'provider_name': 'OpenAI', 'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}'}]}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
openai/gpt-5.5:low FAIL 0% 256 in → 42 out (0 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
(empty output)
JSON Schema Structured Output
Failure: Error code: 400 - {'error': {'message': 'Provider returned error', 'code': 400, 'metadata': {'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}', 'provider_name': 'Azure', 'is_byok': False, 'previous_errors': [{'code': 400, 'message': 'Provider returned error', 'provider_name': 'OpenAI', 'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}'}]}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
openai/gpt-5.5:medium FAIL 0% 254 in → 232 out (188 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
(empty output)
JSON Schema Structured Output
Failure: Error code: 400 - {'error': {'message': 'Provider returned error', 'code': 400, 'metadata': {'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}', 'provider_name': 'Azure', 'is_byok': False, 'previous_errors': [{'code': 400, 'message': 'Provider returned error', 'provider_name': 'OpenAI', 'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}'}]}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
openai/gpt-5.5:none FAIL 0% 250 in → 42 out (0 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
(empty output)
JSON Schema Structured Output
Failure: Error code: 400 - {'error': {'message': 'Provider returned error', 'code': 400, 'metadata': {'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}', 'provider_name': 'Azure', 'is_byok': False, 'previous_errors': [{'code': 400, 'message': 'Provider returned error', 'provider_name': 'OpenAI', 'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}'}]}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
openai/gpt-5.5:xhigh FAIL 0% 256 in → 360 out (316 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
(empty output)
JSON Schema Structured Output
Failure: Error code: 400 - {'error': {'message': 'Provider returned error', 'code': 400, 'metadata': {'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}', 'provider_name': 'Azure', 'is_byok': False, 'previous_errors': [{'code': 400, 'message': 'Provider returned error', 'provider_name': 'OpenAI', 'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}'}]}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
openai/gpt-5.6-luna:high FAIL 0% 250 in → 303 out (259 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
(empty output)
JSON Schema Structured Output
Failure: Error code: 400 - {'error': {'message': 'Provider returned error', 'code': 400, 'metadata': {'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}', 'provider_name': 'Azure', 'is_byok': False, 'previous_errors': [{'code': 400, 'message': 'Provider returned error', 'provider_name': 'OpenAI', 'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}'}]}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
openai/gpt-5.6-luna:low FAIL 0% 252 in → 132 out (78 reasoning)
app.py ```python app = Flask(__name__) app.run(port=5000, debug=False) ``` requirements.txt ```text flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
(empty output)
JSON Schema Structured Output
Failure: Error code: 400 - {'error': {'message': 'Provider returned error', 'code': 400, 'metadata': {'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}', 'provider_name': 'Azure', 'is_byok': False, 'previous_errors': [{'code': 400, 'message': 'Provider returned error', 'provider_name': 'OpenAI', 'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}'}]}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
openai/gpt-5.6-luna:max FAIL 0% 252 in → 1,746 out (1,702 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
(empty output)
JSON Schema Structured Output
Failure: Error code: 400 - {'error': {'message': 'Provider returned error', 'code': 400, 'metadata': {'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}', 'provider_name': 'Azure', 'is_byok': False, 'previous_errors': [{'code': 400, 'message': 'Provider returned error', 'provider_name': 'OpenAI', 'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}'}]}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
openai/gpt-5.6-luna:medium FAIL 0% 250 in → 286 out (232 reasoning)
app.py ```python app = Flask(__name__) app.run(port=5000, debug=False) ``` requirements.txt ```text flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
(empty output)
JSON Schema Structured Output
Failure: Error code: 400 - {'error': {'message': 'Provider returned error', 'code': 400, 'metadata': {'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}', 'provider_name': 'Azure', 'is_byok': False, 'previous_errors': [{'code': 400, 'message': 'Provider returned error', 'provider_name': 'OpenAI', 'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}'}]}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
openai/gpt-5.6-luna:none FAIL 0% 250 in → 52 out (0 reasoning)
app.py ```python app = Flask(__name__) app.run(port=5000, debug=False) ``` requirements.txt ```text flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
(empty output)
JSON Schema Structured Output
Failure: Error code: 400 - {'error': {'message': 'Provider returned error', 'code': 400, 'metadata': {'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}', 'provider_name': 'Azure', 'is_byok': False, 'previous_errors': [{'code': 400, 'message': 'Provider returned error', 'provider_name': 'OpenAI', 'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}'}]}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
openai/gpt-5.6-luna:xhigh FAIL 0% 256 in → 988 out (944 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
(empty output)
JSON Schema Structured Output
Failure: Error code: 400 - {'error': {'message': 'Provider returned error', 'code': 400, 'metadata': {'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}', 'provider_name': 'Azure', 'is_byok': False, 'previous_errors': [{'code': 400, 'message': 'Provider returned error', 'provider_name': 'OpenAI', 'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}'}]}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
openai/gpt-5.6-sol:high FAIL 0% 254 in → 42 out (0 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
(empty output)
JSON Schema Structured Output
Failure: Error code: 400 - {'error': {'message': 'Provider returned error', 'code': 400, 'metadata': {'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}', 'provider_name': 'Azure', 'is_byok': False, 'previous_errors': [{'code': 400, 'message': 'Provider returned error', 'provider_name': 'OpenAI', 'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}'}]}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
openai/gpt-5.6-sol:low FAIL 0% 250 in → 42 out (0 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
(empty output)
JSON Schema Structured Output
Failure: Error code: 400 - {'error': {'message': 'Provider returned error', 'code': 400, 'metadata': {'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}', 'provider_name': 'Azure', 'is_byok': False, 'previous_errors': [{'code': 400, 'message': 'Provider returned error', 'provider_name': 'OpenAI', 'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}'}]}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
openai/gpt-5.6-sol:max FAIL 0% 250 in → 197 out (153 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
(empty output)
JSON Schema Structured Output
Failure: Error code: 400 - {'error': {'message': 'Provider returned error', 'code': 400, 'metadata': {'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}', 'provider_name': 'Azure', 'is_byok': False, 'previous_errors': [{'code': 400, 'message': 'Provider returned error', 'provider_name': 'OpenAI', 'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}'}]}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
openai/gpt-5.6-sol:medium FAIL 0% 256 in → 42 out (0 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
(empty output)
JSON Schema Structured Output
Failure: Error code: 400 - {'error': {'message': 'Provider returned error', 'code': 400, 'metadata': {'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}', 'provider_name': 'Azure', 'is_byok': False, 'previous_errors': [{'code': 400, 'message': 'Provider returned error', 'provider_name': 'OpenAI', 'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}'}]}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
openai/gpt-5.6-sol:none FAIL 0% 250 in → 42 out (0 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
(empty output)
JSON Schema Structured Output
Failure: Error code: 400 - {'error': {'message': 'Provider returned error', 'code': 400, 'metadata': {'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}', 'provider_name': 'Azure', 'is_byok': False, 'previous_errors': [{'code': 400, 'message': 'Provider returned error', 'provider_name': 'OpenAI', 'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}'}]}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
openai/gpt-5.6-sol:xhigh FAIL 0% 254 in → 42 out (0 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
(empty output)
JSON Schema Structured Output
Failure: Error code: 400 - {'error': {'message': 'Provider returned error', 'code': 400, 'metadata': {'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}', 'provider_name': 'Azure', 'is_byok': False, 'previous_errors': [{'code': 400, 'message': 'Provider returned error', 'provider_name': 'OpenAI', 'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}'}]}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
openai/gpt-5.6-terra:high FAIL 0% 252 in → 52 out (0 reasoning)
app.py ```python app = Flask(__name__) app.run(port=8080, debug=False) ``` requirements.txt ```text flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
(empty output)
JSON Schema Structured Output
Failure: Error code: 400 - {'error': {'message': 'Provider returned error', 'code': 400, 'metadata': {'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}', 'provider_name': 'Azure', 'is_byok': False, 'previous_errors': [{'code': 400, 'message': 'Provider returned error', 'provider_name': 'OpenAI', 'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}'}]}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
openai/gpt-5.6-terra:low FAIL 0% 254 in → 52 out (0 reasoning)
app.py ```python app = Flask(__name__) app.run(port=8080, debug=False) ``` requirements.txt ```txt flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
(empty output)
JSON Schema Structured Output
Failure: Error code: 400 - {'error': {'message': 'Provider returned error', 'code': 400, 'metadata': {'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}', 'provider_name': 'Azure', 'is_byok': False, 'previous_errors': [{'code': 400, 'message': 'Provider returned error', 'provider_name': 'OpenAI', 'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}'}]}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
openai/gpt-5.6-terra:max FAIL 0% 256 in → 52 out (0 reasoning)
app.py ```python app = Flask(__name__) app.run(port=5000, debug=False) ``` requirements.txt ```text flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
(empty output)
JSON Schema Structured Output
Failure: Error code: 400 - {'error': {'message': 'Provider returned error', 'code': 400, 'metadata': {'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}', 'provider_name': 'Azure', 'is_byok': False, 'previous_errors': [{'code': 400, 'message': 'Provider returned error', 'provider_name': 'OpenAI', 'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}'}]}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
openai/gpt-5.6-terra:medium FAIL 0% 252 in → 52 out (0 reasoning)
app.py ```python app = Flask(__name__) app.run(port=8080, debug=False) ``` requirements.txt ```text flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
(empty output)
JSON Schema Structured Output
Failure: Error code: 400 - {'error': {'message': 'Provider returned error', 'code': 400, 'metadata': {'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}', 'provider_name': 'Azure', 'is_byok': False, 'previous_errors': [{'code': 400, 'message': 'Provider returned error', 'provider_name': 'OpenAI', 'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}'}]}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
openai/gpt-5.6-terra:none FAIL 0% 252 in → 52 out (0 reasoning)
app.py ```python app = Flask(__name__) app.run(port=5000, debug=False) ``` requirements.txt ```text flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
(empty output)
JSON Schema Structured Output
Failure: Error code: 400 - {'error': {'message': 'Provider returned error', 'code': 400, 'metadata': {'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}', 'provider_name': 'Azure', 'is_byok': False, 'previous_errors': [{'code': 400, 'message': 'Provider returned error', 'provider_name': 'OpenAI', 'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}'}]}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
openai/gpt-5.6-terra:xhigh FAIL 0% 252 in → 52 out (0 reasoning)
app.py ```python app = Flask(__name__) app.run(port=5000, debug=False) ``` requirements.txt ```text flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
(empty output)
JSON Schema Structured Output
Failure: Error code: 400 - {'error': {'message': 'Provider returned error', 'code': 400, 'metadata': {'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}', 'provider_name': 'Azure', 'is_byok': False, 'previous_errors': [{'code': 400, 'message': 'Provider returned error', 'provider_name': 'OpenAI', 'raw': '{\n "error": {\n "message": "Invalid schema for response_format \'ResolvedFileBlocks\': In context=(), \'required\' is required to be supplied and to be an array including every key in properties. Extra required key \'files\' supplied.",\n "type": "invalid_request_error",\n "param": "text.format.schema",\n "code": "invalid_json_schema"\n }\n}'}]}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
openai/gpt-oss-120b:high FAIL 0% 317 in → 815 out (872 reasoning)
app.py app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
openai/gpt-oss-120b:high__json_schema FAIL 0% 313 in → 1,083 out (1,021 reasoning)
app.py: app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=5000, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
openai/gpt-oss-120b:low FAIL 0% 311 in → 229 out (187 reasoning)
app.py ```python app = Flask(__name__) app.run(port=5000, debug=False) ``` requirements.txt ``` flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
openai/gpt-oss-120b:low__json_schema FAIL 0% 298 in → 213 out (146 reasoning)
app.py: app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=5000, debug=False)\n", "requirements.txt": "flask==2.0.0\nrequests==2.28.0\n" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
openai/gpt-oss-120b:medium FAIL 0% 315 in → 313 out (285 reasoning)
app.py ```python app = Flask(__name__) app.run(port=5000, debug=False) ``` requirements.txt ``` flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
openai/gpt-oss-120b:medium__json_schema FAIL 0% 313 in → 350 out (322 reasoning)
app.py: app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) {"files":{"app.py":"app = Flask(__name__)\napp.run(port=5000, debug=False)","requirements.txt":"flask==2.0.0\nrequests==2.28.0"}}
Failure: Content mismatch: ['app.py', 'requirements.txt']
openai/gpt-oss-120b:xhigh FAIL 0% 315 in → 633 out (634 reasoning)
app.py ```python app = Flask(__name__) app.run(port=5000, debug=False) ``` requirements.txt ``` flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
openai/gpt-oss-120b:xhigh__json_schema FAIL 0% 302 in → 1,010 out (1,118 reasoning)
app.py: app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) {"files": {"app.py": "app = Flask(__name__)\napp.run(port=5000, debug=False)\n", "requirements.txt": "flask==2.0.0\nrequests==2.28.0\n"}}
Failure: Content mismatch: ['app.py', 'requirements.txt']
openai/gpt-oss-20b:high FAIL 0% 311 in → 704 out (765 reasoning)
app.py app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
openai/gpt-oss-20b:high__json_schema FAIL 0% 298 in → 1,438 out (1,562 reasoning)
app.py: app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) {"files": {"app.py":"app = Flask(__name__)\napp.run(port=5000, debug=False)\n","requirements.txt":"flask==2.0.0\nrequests==2.28.0\n"}}
Failure: Content mismatch: ['app.py', 'requirements.txt']
openai/gpt-oss-20b:low FAIL 0% 315 in → 464 out (413 reasoning)
**app.py** ```python app = Flask(__name__) app.run(port=5000, debug=False) ``` **requirements.txt** ``` flask==2.0.0 requests==2.28.0 ```
Failure: No file blocks found
openai/gpt-oss-20b:low__json_schema FAIL 0% 313 in → 197 out (134 reasoning)
app.py: app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) {"files": { "app.py": "app = Flask(__name__)\napp.run(port=5000, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" }}
Failure: Content mismatch: ['app.py', 'requirements.txt']
openai/gpt-oss-20b:medium FAIL 0% 313 in → 407 out (355 reasoning)
**app.py** ```python app = Flask(__name__) app.run(port=5000, debug=False) ``` **requirements.txt** ``` flask==2.0.0 requests==2.28.0 ```
Failure: No file blocks found
openai/gpt-oss-20b:medium__json_schema FAIL 0% 315 in → 422 out (368 reasoning)
app.py: app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=5000, debug=False)\n", "requirements.txt": "flask==2.0.0\nrequests==2.28.0\n" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
openai/gpt-oss-20b:xhigh FAIL 0% 296 in → 1,627 out (1,787 reasoning)
app.py app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
openai/gpt-oss-20b:xhigh__json_schema FAIL 0% 315 in → 5,437 out (0 reasoning)
?? Actually they might want like 'app.py ' then content. So do that. Good. Done. ... . Ok. I'll output. Let's finalize. The final answer. We'll put each file block separately. Done. Let's go. } } Let's produce. } } } Oops. Done. } } End. ئە. Done. } } Done. # Done. } } End. Ok. Ready. } } Preview. } } End. I will produce final content. } } Ends. 。 联系。 } } Confirm. Done. Sure. final. } : ]=textarea? Seems no. We got issues. Let's just produce resolved contents as simple. Nothing else. Final answer. Ensure plain text. We'll produce two blocks: 'app.py' then code, then empty line, then 'requirements.txt' then lines. Let's do. Ensure no confusion. We ignore all the weird long text. Ok. I'll produce final. Let's go. Next. Let's produce. } Output. Return. End. analysis: We need to provide resolved contents. For app.py: prefer disabling debug, so run(port=5000, debug=False). No debug allowed. Also maintain port? Since incoming commit disabled debug while keeping port 5000. Current branch changed port to 8080 while keeping debug enabled. Without debug and port 5000 is desired. So in resolved file, we will use port=5000 debug=False. Also there might be app import. We see app = Flask(__name__); we need at top from flask import Flask. Wait the snippet may be truncated but the resolution expects code file with correct import and code. But we only have the conflicting part. We need to produce the resolved contents for both files. The assistant must provide the entire file content. The 'Conflicted file content' is given as fragment with HEAD and other branch. That snippet is incomplete. We need to deduce likely full code. Usually app.py may be simple. Let's inspect snippet: 'app = Flask(__name__)' then conflict between run lines. So we need to include import. Standard minimal app often: from flask import Flask; app = Flask(__name__); @app.route('/'); def hello(): return 'Hello'; if __name__ == '__main__': app.run(...). But the snippet didn't include route. We cannot guess. But we can produce simplified app: maybe just creating a minimal app that just runs. But we might produce 'app = Flask(__name__)' then 'if __name__ == '__main__': app.run(port=5000, debug=False)'. That would satisfy difference. The problem statement: 'incoming commit disabled debug while keeping port 5000, current branch changed port to 8080 while keeping debug enabled. For app.py prefer disabling debug.' So we adopt the conflicting changes: app.run(port=5000, debug=False). So solved file contains that. We might include import. Provide only content of file. Provide with filename prefix. So output should be text containing 'app.py' then file content. Let's create minimal valid script. I'll write: from flask import Flask; app = Flask(__name__); if __name__ == '__main__': app.run(port=5000, debug=False). No other functions. That meets spec. For requirements.txt we keep older flask: flask==2.0.0; requests==2.28.0. So output for file with filename prefix. They want each file prefixed by filename. So we output like: '# app.py' and then content? They said 'provide ONLY the resolved contents for both app.py and requirements.txt, with each file prefixed by its filename.' So the content includes 'app.py' as first line? The file prefix means we include file name as line. Eg 'app.py' then newlines then file's content. Similarly for 'requirements.txt'. Let's produce exactly that. Ensure there is no extra text. Provide only two file outputs. Let's produce: app.py <content> and requirements.txt <content>. Use line breaks accordingly. Ensure no markdown. Let's produce plain. We'll separate them with blank line? They didn't specify. But we can put each file block separated by new line. We'll just put 'app.py ' then content, then line break, then 'requirements.txt ' then content. Ensure maybe no leading/trailing spaces. So answer. Let's do it. We'll include import. Also may include a simple route to ensure app runs. But not necessary. I'll include a default route for demonstration. The spec only didn't mention but it's okay. We'll keep minimal. I'd add simple route to ensure syntax correct. But not needed. Keep minimal. Ok. Let's output. No markdown. We'll just type. Let's proceed. Also ensure the script isn't broken by missing debug param. Provide. Let's give. Let's answer. Let's produce. We'll adopt. We'll produce. Done. We'll not add markdown. We'll output exactly. We'll include. Let's in final. We'll mention file names such as
JSON Schema Structured Output
(raw) {"files": {"analysis": "We need to provide resolved contents. For app.py: prefer disabling debug, so run(port=5000, debug=False). No debug allowed. Also maintain port? Since incoming commit disabled debug while keeping port 5000. Current branch changed port to 8080 while keeping debug enabled. Without debug and port 5000 is desired. So in resolved file, we will use port=5000 debug=False. Also there might be app import. We see app = Flask(__name__); we need at top from flask import Flask. Wait the snippet may be truncated but the resolution expects code file with correct import and code. But we only have the conflicting part. We need to produce the resolved contents for both files. The assistant must provide the entire file content. The 'Conflicted file content' is given as fragment with HEAD and other branch. That snippet is incomplete. We need to deduce likely full code. Usually app.py may be simple. Let's inspect snippet: 'app = Flask(__name__)' then conflict between run lines. So we need to include import. Standard minimal app often: from flask import Flask; app = Flask(__name__); @app.route('/'); def hello(): return 'Hello'; if __name__ == '__main__': app.run(...). But the snippet didn't include route. We cannot guess. But we can produce simplified app: maybe just creating a minimal app that just runs. But we might produce 'app = Flask(__name__)' then 'if __name__ == '__main__': app.run(port=5000, debug=False)'. That would satisfy difference. The problem statement: 'incoming commit disabled debug while keeping port 5000, current branch changed port to 8080 while keeping debug enabled. For app.py prefer disabling debug.' So we adopt the conflicting changes: app.run(port=5000, debug=False). So solved file contains that. We might include import. Provide only content of file. Provide with filename prefix. So output should be text containing 'app.py' then file content. Let's create minimal valid script. I'll write: from flask import Flask; app = Flask(__name__); if __name__ == '__main__': app.run(port=5000, debug=False). No other functions. That meets spec. For requirements.txt we keep older flask: flask==2.0.0; requests==2.28.0. So output for file with filename prefix. They want each file prefixed by filename. So we output like: '# app.py' and then content? They said 'provide ONLY the resolved contents for both app.py and requirements.txt, with each file prefixed by its filename.' So the content includes 'app.py' as first line? The file prefix means we include file name as line. Eg 'app.py' then newlines then file's content. Similarly for 'requirements.txt'. Let's produce exactly that. Ensure there is no extra text. Provide only two file outputs. Let's produce: app.py\n<content> and requirements.txt\n<content>. Use line breaks accordingly. Ensure no markdown. Let's produce plain. We'll separate them with blank line? They didn't specify. But we can put each file block separated by new line. We'll just put 'app.py\n' then content, then line break, then 'requirements.txt\n' then content. Ensure maybe no leading/trailing spaces. So answer. Let's do it. We'll include import. Also may include a simple route to ensure app runs. But not necessary. I'll include a default route for demonstration. The spec only didn't mention but it's okay. We'll keep minimal. I'd add simple route to ensure syntax correct. But not needed. Keep minimal. Ok. Let's output. No markdown. We'll just type. Let's proceed. Also ensure the script isn't broken by missing debug param. Provide. Let's give. Let's answer. Let's produce. We'll adopt. We'll produce. Done. We'll not add markdown. We'll output exactly. We'll include. Let's in final. We'll mention file names such as " , "?? Actually they might want like 'app.py\n' then content. So do that. Good. Done. ... . Ok. I'll output. Let's finalize. The final answer. We'll put each file block separately. Done. Let's go. } } Let's produce. } } } Oops. Done. } } End. ئە. Done. } } Done. # Done. } } End. Ok. Ready. } } Preview. } } End. I will produce final content. } } Ends. 。 联系。 } } Confirm. Done. Sure. final. } " : "]=textarea? Seems no. We got issues. Let's just produce resolved contents as simple. Nothing else. Final answer. Ensure plain text. We'll produce two blocks: 'app.py' then code, then empty line, then 'requirements.txt' then lines. Let's do. Ensure no confusion. We ignore all the weird long text. Ok. I'll produce final. Let's go. Next. Let's produce. } Output. Return. End. " } }
Failure: No file blocks found
poolside/laguna-m.1:high FAIL 0% 284 in → 472 out (425 reasoning)
--- app.py app = Flask(__name__) app.run(port=8080, debug=False) --- requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
poolside/laguna-m.1:high__json_schema FAIL 0% 280 in → 2,016 out (1,955 reasoning)
app.py: app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=5000, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
poolside/laguna-m.1:low FAIL 0% 280 in → 316 out (276 reasoning)
--- app.py app.run(port=8080, debug=False) --- requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
poolside/laguna-m.1:low__json_schema FAIL 0% 280 in → 591 out (539 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) {"files": {"app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0"}}
Failure: Content mismatch: ['app.py', 'requirements.txt']
poolside/laguna-m.1:medium FAIL 0% 282 in → 387 out (338 reasoning)
app.py ------- app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt ---------------- flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
poolside/laguna-m.1:medium__json_schema FAIL 0% 276 in → 841 out (788 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) {"files": {"app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" }}
Failure: Content mismatch: ['app.py', 'requirements.txt']
poolside/laguna-m.1:none FAIL 0% 280 in → 48 out (0 reasoning)
``` app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0 ```
Failure: Expected file heading before file content
poolside/laguna-m.1:none__json_schema FAIL 0% 282 in → 51 out (0 reasoning)
app.py: app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) {"files": {"app.py": "app = Flask(__name__)\napp.run(port=5000, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0"}}
Failure: Content mismatch: ['app.py', 'requirements.txt']
poolside/laguna-m.1:xhigh FAIL 0% 284 in → 1,073 out (1,030 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
poolside/laguna-m.1:xhigh__json_schema FAIL 0% 284 in → 588 out (543 reasoning)
app.py: app.run(port=5000, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) {"files": {"app.py": "app.run(port=5000, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0"}}
Failure: Content mismatch: ['app.py', 'requirements.txt']
poolside/laguna-xs-2.1:high FAIL 0% 284 in → 648 out (605 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
poolside/laguna-xs-2.1:high__json_schema FAIL 0% 282 in → 1,703 out (1,642 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
poolside/laguna-xs-2.1:low FAIL 0% 282 in → 359 out (316 reasoning)
app.py app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
poolside/laguna-xs-2.1:low__json_schema FAIL 0% 284 in → 411 out (350 reasoning)
app.py: app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=5000, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
poolside/laguna-xs-2.1:medium FAIL 0% 282 in → 3,837 out (3,795 reasoning)
app.py app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
poolside/laguna-xs-2.1:medium__json_schema FAIL 0% 284 in → 323 out (262 reasoning)
app.py: app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=5000, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
poolside/laguna-xs-2.1:none FAIL 0% 284 in → 42 out (0 reasoning)
app.py app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
poolside/laguna-xs-2.1:none__json_schema FAIL 0% 284 in → 65 out (0 reasoning)
app.py: app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=5000, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
poolside/laguna-xs-2.1:xhigh FAIL 0% 282 in → 341 out (298 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
poolside/laguna-xs-2.1:xhigh__json_schema FAIL 0% 284 in → 2,885 out (2,824 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
poolside/laguna-xs.2:high FAIL 0% 319 in → 301 out (256 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
poolside/laguna-xs.2:high__json_schema FAIL 0% 317 in → 272 out (215 reasoning)
app.py: app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) {"files": {"app.py": "app = Flask(__name__)\napp.run(port=5000, debug=False)\n", "requirements.txt": "flask==2.0.0\nrequests==2.28.0\n"}}
Failure: Content mismatch: ['app.py', 'requirements.txt']
poolside/laguna-xs.2:low FAIL 0% 321 in → 436 out (391 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
poolside/laguna-xs.2:low__json_schema FAIL 0% 319 in → 412 out (358 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) {"files": {"app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0"}}
Failure: Content mismatch: ['app.py', 'requirements.txt']
poolside/laguna-xs.2:medium FAIL 0% 317 in → 371 out (318 reasoning)
app.py ``` app = Flask(__name__) app.run(port=8080, debug=False) ``` requirements.txt ``` flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
poolside/laguna-xs.2:medium__json_schema FAIL 0% 319 in → 614 out (560 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) {"files": {"app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0"}}
Failure: Content mismatch: ['app.py', 'requirements.txt']
poolside/laguna-xs.2:none FAIL 0% 319 in → 44 out (0 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==3.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
poolside/laguna-xs.2:none__json_schema FAIL 0% 319 in → 51 out (0 reasoning)
app.py: app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt: flask==3.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) {"files": {"app.py": "app = Flask(__name__)\napp.run(port=5000, debug=False)", "requirements.txt": "flask==3.0.0\nrequests==2.28.0"}}
Failure: Content mismatch: ['app.py', 'requirements.txt']
poolside/laguna-xs.2:xhigh FAIL 0% 321 in → 304 out (255 reasoning)
app.py --- app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt --- flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
poolside/laguna-xs.2:xhigh__json_schema FAIL 0% 321 in → 293 out (240 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) {"files": {"app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0"}}
Failure: Content mismatch: ['app.py', 'requirements.txt']
qwen/qwen3.6-27b:high FAIL 0% 281 in → 1,869 out (1,717 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
qwen/qwen3.6-27b:high__json_schema FAIL 0% 281 in → 2,112 out (1,975 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
qwen/qwen3.6-27b:low FAIL 0% 277 in → 1,873 out (1,680 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
qwen/qwen3.6-27b:low__json_schema FAIL 0% 277 in → 2,114 out (1 reasoning)
app.py: app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=5000, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
qwen/qwen3.6-27b:medium FAIL 0% 281 in → 1,752 out (1,547 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
qwen/qwen3.6-27b:medium__json_schema FAIL 0% 279 in → 2,422 out (2,200 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
qwen/qwen3.6-27b:none FAIL 0% 283 in → 59 out (0 reasoning)
app.py ```python from flask import Flask app = Flask(__name__) app.run(port=8080, debug=False) ``` requirements.txt ```text flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
qwen/qwen3.6-27b:none__json_schema FAIL 0% 281 in → 55 out (0 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) {"files": {"app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)\n","requirements.txt": "flask==2.0.0\nrequests==2.28.0\n"}}
Failure: Content mismatch: ['app.py', 'requirements.txt']
qwen/qwen3.6-27b:xhigh FAIL 0% 279 in → 1,600 out (1,460 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
Invalid JSON. Output: app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
Structured Output Error
Failed to parse structured JSON response: Expecting value: line 1 column 1 (char 0)
Failure: Failed to parse structured JSON response: Expecting value: line 1 column 1 (char 0)
qwen/qwen3.6-35b-a3b:high FAIL 0% 281 in → 2,131 out (1,912 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
qwen/qwen3.6-35b-a3b:high__json_schema FAIL 0% 279 in → 1,996 out (1,740 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
qwen/qwen3.6-35b-a3b:low FAIL 0% 277 in → 1,501 out (1,386 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
qwen/qwen3.6-35b-a3b:low__json_schema FAIL 0% 277 in → 2,141 out (1,987 reasoning)
app.py: app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) {"files": {"app.py": "app = Flask(__name__)\napp.run(port=5000, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0"}}
Failure: Content mismatch: ['app.py', 'requirements.txt']
qwen/qwen3.6-35b-a3b:medium FAIL 0% 275 in → 2,361 out (2,186 reasoning)
--- app.py app = Flask(__name__) app.run(port=5000, debug=False) --- requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
qwen/qwen3.6-35b-a3b:medium__json_schema FAIL 0% 281 in → 1,628 out (1,485 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
qwen/qwen3.6-35b-a3b:none FAIL 0% 283 in → 45 out (0 reasoning)
--- app.py app = Flask(__name__) app.run(port=5000, debug=False) --- requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
qwen/qwen3.6-35b-a3b:none__json_schema FAIL 0% 279 in → 66 out (0 reasoning)
app.py: app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=5000, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
qwen/qwen3.6-35b-a3b:xhigh FAIL 0% 277 in → 9,723 out (8,713 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
qwen/qwen3.6-35b-a3b:xhigh__json_schema FAIL 0% 279 in → 2,390 out (2,171 reasoning)
app.py: app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) {"files":{"app.py":"app = Flask(__name__)\napp.run(port=5000, debug=False)","requirements.txt":"flask==2.0.0\nrequests==2.28.0"}}
Failure: Content mismatch: ['app.py', 'requirements.txt']
qwen/qwen3.6-flash:high FAIL 0% 279 in → 2,186 out (2,138 reasoning)
app.py app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
(empty output)
JSON Schema Structured Output
Failure: Error code: 400 - {'error': {'message': 'Provider returned error', 'code': 400, 'metadata': {'raw': '{"error":{"message":"<400> InternalError.Algo.InvalidParameter: \'messages\' must contain the word \'json\' in some form, to use \'response_format\' of type \'json_object\'.","type":"invalid_request_error","param":null,"code":"invalid_parameter_error"},"id":"chatcmpl-063efac6-ee58-9261-ac4e-01dfdd03aebe","request_id":"063efac6-ee58-9261-ac4e-01dfdd03aebe"}', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
qwen/qwen3.6-flash:low FAIL 0% 279 in → 1,813 out (1,765 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
(empty output)
JSON Schema Structured Output
Failure: Error code: 400 - {'error': {'message': 'Provider returned error', 'code': 400, 'metadata': {'raw': '{"error":{"message":"<400> InternalError.Algo.InvalidParameter: \'messages\' must contain the word \'json\' in some form, to use \'response_format\' of type \'json_object\'.","type":"invalid_request_error","param":null,"code":"invalid_parameter_error"},"id":"chatcmpl-e3c8c20e-32f6-9b11-b9b4-2803ab7703c0","request_id":"e3c8c20e-32f6-9b11-b9b4-2803ab7703c0"}', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
qwen/qwen3.6-flash:medium FAIL 0% 277 in → 2,213 out (2,165 reasoning)
app.py app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
(empty output)
JSON Schema Structured Output
Failure: Error code: 400 - {'error': {'message': 'Provider returned error', 'code': 400, 'metadata': {'raw': '{"error":{"message":"<400> InternalError.Algo.InvalidParameter: \'messages\' must contain the word \'json\' in some form, to use \'response_format\' of type \'json_object\'.","type":"invalid_request_error","param":null,"code":"invalid_parameter_error"},"id":"chatcmpl-392c3075-91cf-95f0-8e62-931c5ee4e275","request_id":"392c3075-91cf-95f0-8e62-931c5ee4e275"}', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
qwen/qwen3.6-flash:none FAIL 0% 283 in → 43 out (0 reasoning)
app.py app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
(empty output)
JSON Schema Structured Output
Failure: Error code: 400 - {'error': {'message': 'Provider returned error', 'code': 400, 'metadata': {'raw': '{"error":{"message":"<400> InternalError.Algo.InvalidParameter: \'messages\' must contain the word \'json\' in some form, to use \'response_format\' of type \'json_object\'.","type":"invalid_request_error","param":null,"code":"invalid_parameter_error"},"id":"chatcmpl-09465a21-8ded-954e-bfa8-c2c0e9c92d35","request_id":"09465a21-8ded-954e-bfa8-c2c0e9c92d35"}', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
qwen/qwen3.6-flash:xhigh FAIL 0% 279 in → 14,520 out (14,472 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
(empty output)
JSON Schema Structured Output
Failure: Error code: 400 - {'error': {'message': 'Provider returned error', 'code': 400, 'metadata': {'raw': '{"error":{"message":"<400> InternalError.Algo.InvalidParameter: \'messages\' must contain the word \'json\' in some form, to use \'response_format\' of type \'json_object\'.","type":"invalid_request_error","param":null,"code":"invalid_parameter_error"},"id":"chatcmpl-b3a969fe-ca20-9b75-b1cc-6c4ee7dc3c22","request_id":"b3a969fe-ca20-9b75-b1cc-6c4ee7dc3c22"}', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
qwen/qwen3.7-flash:high FAIL 0% 279 in → 1,434 out (1,386 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
(empty output)
JSON Schema Structured Output
Failure: Error code: 400 - {'error': {'message': 'Provider returned error', 'code': 400, 'metadata': {'raw': 'data: {"error":{"code":"invalid_parameter_error","param":null,"message":"\'messages\' must contain the word \'json\' in some form, to use \'response_format\' of type \'json_object\'.","type":"invalid_request_error"},"id":"chatcmpl-5b76b1a0-1869-9c24-9b30-38c34625577a"}\n\n', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
qwen/qwen3.7-flash:low FAIL 0% 279 in → 1,819 out (1,771 reasoning)
app.py app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
(empty output)
JSON Schema Structured Output
Failure: Error code: 400 - {'error': {'message': 'Provider returned error', 'code': 400, 'metadata': {'raw': 'data: {"error":{"code":"invalid_parameter_error","param":null,"message":"\'messages\' must contain the word \'json\' in some form, to use \'response_format\' of type \'json_object\'.","type":"invalid_request_error"},"id":"chatcmpl-63221f55-d9b4-94b5-9886-924b7bd970e9"}\n\n', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
qwen/qwen3.7-flash:max FAIL 0% 281 in → 1,576 out (1,528 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
(empty output)
JSON Schema Structured Output
Failure: Error code: 400 - {'error': {'message': 'Provider returned error', 'code': 400, 'metadata': {'raw': 'data: {"error":{"code":"invalid_parameter_error","param":null,"message":"\'messages\' must contain the word \'json\' in some form, to use \'response_format\' of type \'json_object\'.","type":"invalid_request_error"},"id":"chatcmpl-b6594607-777a-9cd3-85e3-62c38ef03dd3"}\n\n', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
qwen/qwen3.7-flash:medium FAIL 0% 279 in → 1,817 out (1,769 reasoning)
app.py app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
(empty output)
JSON Schema Structured Output
Failure: Error code: 400 - {'error': {'message': 'Provider returned error', 'code': 400, 'metadata': {'raw': 'data: {"error":{"code":"invalid_parameter_error","param":null,"message":"\'messages\' must contain the word \'json\' in some form, to use \'response_format\' of type \'json_object\'.","type":"invalid_request_error"},"id":"chatcmpl-c28dc698-a010-9700-b9e9-58ff93ebde7f"}\n\n', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
qwen/qwen3.7-flash:none FAIL 0% 283 in → 43 out (0 reasoning)
app.py app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
qwen/qwen3.7-flash:none__json_schema FAIL 0% 279 in → 45 out (0 reasoning)
--- app.py app = Flask(__name__) app.run(port=5000, debug=False) --- requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
qwen/qwen3.7-flash:xhigh FAIL 0% 279 in → 5,515 out (5,467 reasoning)
app.py app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
(empty output)
JSON Schema Structured Output
Failure: Error code: 400 - {'error': {'message': 'Provider returned error', 'code': 400, 'metadata': {'raw': 'data: {"error":{"code":"invalid_parameter_error","param":null,"message":"\'messages\' must contain the word \'json\' in some form, to use \'response_format\' of type \'json_object\'.","type":"invalid_request_error"},"id":"chatcmpl-93d3d720-ab1d-944e-b0eb-cb84fb65998a"}\n\n', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
qwen/qwen3.7-max:high FAIL 0% 275 in → 389 out (341 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
(empty output)
JSON Schema Structured Output
Failure: Error code: 400 - {'error': {'message': 'Provider returned error', 'code': 400, 'metadata': {'raw': '{"error":{"message":"<400> InternalError.Algo.InvalidParameter: \'messages\' must contain the word \'json\' in some form, to use \'response_format\' of type \'json_object\'.","type":"invalid_request_error","param":null,"code":"invalid_parameter_error"},"id":"chatcmpl-2b10f989-4157-9b8d-8b29-80d8afdbf8b2","request_id":"2b10f989-4157-9b8d-8b29-80d8afdbf8b2"}', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
qwen/qwen3.7-max:low FAIL 0% 279 in → 365 out (317 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
(empty output)
JSON Schema Structured Output
Failure: Error code: 400 - {'error': {'message': 'Provider returned error', 'code': 400, 'metadata': {'raw': '{"error":{"message":"<400> InternalError.Algo.InvalidParameter: \'messages\' must contain the word \'json\' in some form, to use \'response_format\' of type \'json_object\'.","type":"invalid_request_error","param":null,"code":"invalid_parameter_error"},"id":"chatcmpl-b202060d-c15e-9097-8bfa-b344a95411a5","request_id":"b202060d-c15e-9097-8bfa-b344a95411a5"}', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
qwen/qwen3.7-max:medium FAIL 0% 279 in → 972 out (924 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
(empty output)
JSON Schema Structured Output
Failure: Error code: 400 - {'error': {'message': 'Provider returned error', 'code': 400, 'metadata': {'raw': '{"error":{"message":"<400> InternalError.Algo.InvalidParameter: \'messages\' must contain the word \'json\' in some form, to use \'response_format\' of type \'json_object\'.","type":"invalid_request_error","param":null,"code":"invalid_parameter_error"},"id":"chatcmpl-17288dce-fb26-92a3-a9e4-588265a88c1d","request_id":"17288dce-fb26-92a3-a9e4-588265a88c1d"}', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
qwen/qwen3.7-max:none FAIL 0% 277 in → 43 out (0 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
(empty output)
JSON Schema Structured Output
Failure: Error code: 400 - {'error': {'message': 'Provider returned error', 'code': 400, 'metadata': {'raw': '{"error":{"message":"<400> InternalError.Algo.InvalidParameter: \'messages\' must contain the word \'json\' in some form, to use \'response_format\' of type \'json_object\'.","type":"invalid_request_error","param":null,"code":"invalid_parameter_error"},"id":"chatcmpl-e1e25824-18f0-9f4f-b7d9-aee4201a3710","request_id":"e1e25824-18f0-9f4f-b7d9-aee4201a3710"}', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
qwen/qwen3.7-max:xhigh FAIL 0% 281 in → 920 out (872 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
(empty output)
JSON Schema Structured Output
Failure: Error code: 400 - {'error': {'message': 'Provider returned error', 'code': 400, 'metadata': {'raw': '{"error":{"message":"<400> InternalError.Algo.InvalidParameter: \'messages\' must contain the word \'json\' in some form, to use \'response_format\' of type \'json_object\'.","type":"invalid_request_error","param":null,"code":"invalid_parameter_error"},"id":"chatcmpl-66de53fe-18ab-9d30-b8da-454574b10170","request_id":"66de53fe-18ab-9d30-b8da-454574b10170"}', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
qwen/qwen3.7-plus:high FAIL 0% 279 in → 937 out (889 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
(empty output)
JSON Schema Structured Output
Failure: Error code: 400 - {'error': {'message': 'Provider returned error', 'code': 400, 'metadata': {'raw': '{"error":{"message":"<400> InternalError.Algo.InvalidParameter: \'messages\' must contain the word \'json\' in some form, to use \'response_format\' of type \'json_object\'.","type":"invalid_request_error","param":null,"code":"invalid_parameter_error"},"id":"chatcmpl-ee2e4eeb-b611-9682-ac46-8b9afb9f959a","request_id":"ee2e4eeb-b611-9682-ac46-8b9afb9f959a"}', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
qwen/qwen3.7-plus:low FAIL 0% 277 in → 1,220 out (1,162 reasoning)
app.py ```python app = Flask(__name__) app.run(port=8080, debug=False) ``` requirements.txt ```text flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
(empty output)
JSON Schema Structured Output
Failure: Error code: 400 - {'error': {'message': 'Provider returned error', 'code': 400, 'metadata': {'raw': '{"error":{"message":"<400> InternalError.Algo.InvalidParameter: \'messages\' must contain the word \'json\' in some form, to use \'response_format\' of type \'json_object\'.","type":"invalid_request_error","param":null,"code":"invalid_parameter_error"},"id":"chatcmpl-9b1959f8-49d5-9974-8d76-ea54cfc72f58","request_id":"9b1959f8-49d5-9974-8d76-ea54cfc72f58"}', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
qwen/qwen3.7-plus:medium FAIL 0% 281 in → 596 out (539 reasoning)
app.py ```python app = Flask(__name__) app.run(port=8080, debug=False) ``` requirements.txt ``` flask==2.0.0 requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
(empty output)
JSON Schema Structured Output
Failure: Error code: 400 - {'error': {'message': 'Provider returned error', 'code': 400, 'metadata': {'raw': '{"error":{"message":"<400> InternalError.Algo.InvalidParameter: \'messages\' must contain the word \'json\' in some form, to use \'response_format\' of type \'json_object\'.","type":"invalid_request_error","param":null,"code":"invalid_parameter_error"},"id":"chatcmpl-6d00442c-d505-9480-b1aa-b4508100a9b5","request_id":"6d00442c-d505-9480-b1aa-b4508100a9b5"}', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
qwen/qwen3.7-plus:none FAIL 0% 283 in → 43 out (0 reasoning)
app.py app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
(empty output)
JSON Schema Structured Output
Failure: Error code: 400 - {'error': {'message': 'Provider returned error', 'code': 400, 'metadata': {'raw': '{"error":{"message":"<400> InternalError.Algo.InvalidParameter: \'messages\' must contain the word \'json\' in some form, to use \'response_format\' of type \'json_object\'.","type":"invalid_request_error","param":null,"code":"invalid_parameter_error"},"id":"chatcmpl-9fe8c6fb-1f4c-96f1-84ff-f168a874d480","request_id":"9fe8c6fb-1f4c-96f1-84ff-f168a874d480"}', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
qwen/qwen3.7-plus:xhigh FAIL 0% 281 in → 512 out (462 reasoning)
--- app.py app = Flask(__name__) app.run(port=8080, debug=False) --- requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
(empty output)
JSON Schema Structured Output
Failure: Error code: 400 - {'error': {'message': 'Provider returned error', 'code': 400, 'metadata': {'raw': '{"error":{"message":"<400> InternalError.Algo.InvalidParameter: \'messages\' must contain the word \'json\' in some form, to use \'response_format\' of type \'json_object\'.","type":"invalid_request_error","param":null,"code":"invalid_parameter_error"},"id":"chatcmpl-50614abe-6e6c-9f7f-a454-5b8749586577","request_id":"50614abe-6e6c-9f7f-a454-5b8749586577"}', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
tencent/hy3:high FAIL 0% 267 in → 2,176 out (2,136 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
tencent/hy3:high__json_schema FAIL 0% 265 in → 4,980 out (5,133 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)\n", "requirements.txt": "flask==2.0.0\nrequests==2.28.0\n" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
tencent/hy3:low FAIL 0% 265 in → 3,517 out (3,477 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
tencent/hy3:low__json_schema FAIL 0% 265 in → 1,581 out (1,485 reasoning)
(empty output)
JSON Schema Structured Output
(raw) { "files": {} }
Failure: No file blocks found
tencent/hy3:medium FAIL 0% 265 in → 1,543 out (1,503 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
tencent/hy3:medium__json_schema FAIL 0% 263 in → 2,323 out (2,199 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)\n", "requirements.txt": "flask==2.0.0\nrequests==2.28.0\n" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
tencent/hy3:none FAIL 0% 264 in → 39 out (0 reasoning)
app.py app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
tencent/hy3:none__json_schema FAIL 0% 270 in → 69 out (0 reasoning)
app.py: app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=5000, debug=False)\n", "requirements.txt": "flask==2.0.0\nrequests==2.28.0\n" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
tencent/hy3:xhigh FAIL 0% 265 in → 7,362 out (7,322 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
tencent/hy3:xhigh__json_schema FAIL 0% 269 in → 7,089 out (7,298 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)\n", "requirements.txt": "flask==2.0.0\nrequests==2.28.0\n" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
thinkingmachines/inkling-small:high FAIL 0% 261 in → 696 out (652 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
thinkingmachines/inkling-small:high__json_schema FAIL 0% 263 in → 626 out (565 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)\n", "requirements.txt": "flask==2.0.0\nrequests==2.28.0\n" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
thinkingmachines/inkling-small:low FAIL 0% 265 in → 165 out (136 reasoning)
app.py app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
thinkingmachines/inkling-small:low__json_schema FAIL 0% 259 in → 377 out (318 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": {"app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)\n", "requirements.txt": "flask==2.0.0\nrequests==2.28.0\n"} }
Failure: Content mismatch: ['app.py', 'requirements.txt']
thinkingmachines/inkling-small:max FAIL 0% 259 in → 3,249 out (3,522 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
thinkingmachines/inkling-small:max__json_schema FAIL 0% 259 in → 942 out (878 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)\n", "requirements.txt": "flask==2.0.0\nrequests==2.28.0\n" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
thinkingmachines/inkling-small:medium FAIL 0% 259 in → 469 out (481 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
thinkingmachines/inkling-small:medium__json_schema FAIL 0% 261 in → 565 out (507 reasoning)
app.py: app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=5000, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
thinkingmachines/inkling-small:none FAIL 0% 261 in → 41 out (0 reasoning)
app.py app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt flask==2.0.0 requests==2.28.0<|end_message|>
Failure: Content mismatch: ['app.py', 'requirements.txt']
Invalid JSON. Output: app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0{ "files": { "app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)\n", "requirements.txt": "flask==2.0.0\nrequests==2.28.0\n" } }
JSON Schema Structured Output
Structured Output Error
Failed to parse structured JSON response: Expecting value: line 1 column 1 (char 0)
Failure: Failed to parse structured JSON response: Expecting value: line 1 column 1 (char 0)
thinkingmachines/inkling-small:xhigh FAIL 0% 257 in → 1,545 out (1,501 reasoning)
app.py app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
thinkingmachines/inkling-small:xhigh__json_schema FAIL 0% 259 in → 1,043 out (986 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) {"files": {"app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)\n", "requirements.txt": "flask==2.0.0\nrequests==2.28.0\n"}}
Failure: Content mismatch: ['app.py', 'requirements.txt']
thinkingmachines/inkling:high FAIL 0% 263 in → 999 out (1,059 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
Invalid JSON. Output: app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
Structured Output Error
Failed to parse structured JSON response: Expecting value: line 1 column 1 (char 0)
Failure: Failed to parse structured JSON response: Expecting value: line 1 column 1 (char 0)
thinkingmachines/inkling:low FAIL 0% 259 in → 261 out (249 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
Invalid JSON. Output: app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
Structured Output Error
Failed to parse structured JSON response: Expecting value: line 1 column 1 (char 0)
Failure: Failed to parse structured JSON response: Expecting value: line 1 column 1 (char 0)
thinkingmachines/inkling:max FAIL 0% 261 in → 2,676 out (2,631 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
thinkingmachines/inkling:max__json_schema FAIL 0% 261 in → 2,625 out (2,568 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) {"files": {"app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)\n", "requirements.txt": "flask==2.0.0\nrequests==2.28.0\n"}}
Failure: Content mismatch: ['app.py', 'requirements.txt']
thinkingmachines/inkling:medium FAIL 0% 261 in → 617 out (650 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
thinkingmachines/inkling:medium__json_schema FAIL 0% 261 in → 765 out (703 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)\n", "requirements.txt": "flask==2.0.0\nrequests==2.28.0\n" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
thinkingmachines/inkling:none FAIL 0% 261 in → 41 out (0 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0<|end_message|>
Failure: Content mismatch: ['app.py', 'requirements.txt']
thinkingmachines/inkling:none__json_schema FAIL 0% 255 in → 54 out (0 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) {"files": {"app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)\n", "requirements.txt": "flask==2.0.0\nrequests==2.28.0\n"}}
Failure: Content mismatch: ['app.py', 'requirements.txt']
thinkingmachines/inkling:xhigh FAIL 0% 263 in → 975 out (931 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
thinkingmachines/inkling:xhigh__json_schema FAIL 0% 263 in → 1,942 out (1,881 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)\n", "requirements.txt": "flask==2.0.0\nrequests==2.28.0\n" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
x-ai/grok-4.3:high FAIL 0% 429 in → 1,884 out (1,847 reasoning)
app.py app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
x-ai/grok-4.3:high__json_schema FAIL 0% 493 in → 1,581 out (1,526 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
x-ai/grok-4.3:low FAIL 0% 433 in → 567 out (530 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
x-ai/grok-4.3:low__json_schema FAIL 0% 497 in → 1,127 out (1,072 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
x-ai/grok-4.3:max FAIL 0% 427 in → 2,328 out (2,291 reasoning)
app.py app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
x-ai/grok-4.3:max__json_schema FAIL 0% 495 in → 1,353 out (1,310 reasoning)
app.py: app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) {"files":{"app.py":"app = Flask(__name__)\napp.run(port=5000, debug=False)","requirements.txt":"flask==2.0.0\nrequests==2.28.0"}}
Failure: Content mismatch: ['app.py', 'requirements.txt']
x-ai/grok-4.3:medium FAIL 0% 435 in → 2,195 out (2,158 reasoning)
app.py app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
x-ai/grok-4.3:medium__json_schema FAIL 0% 497 in → 2,193 out (2,150 reasoning)
app.py: app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) {"files":{"app.py":"app = Flask(__name__)\napp.run(port=5000, debug=False)","requirements.txt":"flask==2.0.0\nrequests==2.28.0"}}
Failure: Content mismatch: ['app.py', 'requirements.txt']
x-ai/grok-4.3:none FAIL 0% 427 in → 37 out (0 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==3.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
x-ai/grok-4.3:none__json_schema FAIL 0% 491 in → 55 out (0 reasoning)
app.py: app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt: flask==3.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=5000, debug=False)", "requirements.txt": "flask==3.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
x-ai/grok-4.3:xhigh FAIL 0% 427 in → 2,024 out (1,987 reasoning)
app.py app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
x-ai/grok-4.3:xhigh__json_schema FAIL 0% 493 in → 3,128 out (3,073 reasoning)
app.py: app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=5000, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
x-ai/grok-4.5:high FAIL 0% 455 in → 494 out (454 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
x-ai/grok-4.5:high__json_schema FAIL 0% 531 in → 1,392 out (1,329 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)\n", "requirements.txt": "flask==2.0.0\nrequests==2.28.0\n" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
x-ai/grok-4.5:low FAIL 0% 453 in → 358 out (318 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
x-ai/grok-4.5:low__json_schema FAIL 0% 533 in → 776 out (713 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)\n", "requirements.txt": "flask==2.0.0\nrequests==2.28.0\n" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
x-ai/grok-4.5:max FAIL 0% 457 in → 931 out (891 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
x-ai/grok-4.5:max__json_schema FAIL 0% 529 in → 1,198 out (1,135 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)\n", "requirements.txt": "flask==2.0.0\nrequests==2.28.0\n" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
x-ai/grok-4.5:medium FAIL 0% 457 in → 754 out (714 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
x-ai/grok-4.5:medium__json_schema FAIL 0% 533 in → 1,671 out (1,608 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)\n", "requirements.txt": "flask==2.0.0\nrequests==2.28.0\n" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
x-ai/grok-4.5:xhigh FAIL 0% 453 in → 1,005 out (965 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
x-ai/grok-4.5:xhigh__json_schema FAIL 0% 529 in → 1,213 out (1,150 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)\n", "requirements.txt": "flask==2.0.0\nrequests==2.28.0\n" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
z-ai/glm-4.7-flash:high FAIL 0% 254 in → 1,131 out (1,083 reasoning)
app.py app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
z-ai/glm-4.7-flash:high__json_schema FAIL 0% 252 in → 879 out (756 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
z-ai/glm-4.7-flash:low FAIL 0% 252 in → 2,445 out (2,349 reasoning)
app.py app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
Invalid JSON. Output:
JSON Schema Structured Output
Structured Output Error
Failed to parse structured JSON response: Expecting value: line 1 column 1 (char 0)
Failure: Failed to parse structured JSON response: Expecting value: line 1 column 1 (char 0)
z-ai/glm-4.7-flash:medium FAIL 0% 254 in → 1,229 out (1,180 reasoning)
app.py app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
Invalid JSON. Output: app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
Structured Output Error
Failed to parse structured JSON response: Expecting value: line 1 column 1 (char 0)
Failure: Failed to parse structured JSON response: Expecting value: line 1 column 1 (char 0)
z-ai/glm-4.7-flash:none FAIL 0% 256 in → 39 out (0 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
z-ai/glm-4.7-flash:none__json_schema FAIL 0% 256 in → 58 out (0 reasoning)
app.py: app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=5000, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
z-ai/glm-4.7-flash:xhigh FAIL 0% 252 in → 1,089 out (993 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
Invalid JSON. Output:
JSON Schema Structured Output
Structured Output Error
Failed to parse structured JSON response: Expecting value: line 1 column 1 (char 0)
Failure: Failed to parse structured JSON response: Expecting value: line 1 column 1 (char 0)
z-ai/glm-5.2:high FAIL 0% 254 in → 931 out (761 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
Invalid JSON. Output: --- app.py app = Flask(__name__) app.run(port=8080, debug=False) --- requirements.txt flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
Structured Output Error
Failed to parse structured JSON response: Expecting value: line 1 column 1 (char 0)
Failure: Failed to parse structured JSON response: Expecting value: line 1 column 1 (char 0)
z-ai/glm-5.2:low FAIL 0% 261 in → 937 out (975 reasoning)
--- app.py app = Flask(__name__) app.run(port=8080, debug=False) --- requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
z-ai/glm-5.2:low__json_schema FAIL 0% 254 in → 1,308 out (1,148 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
z-ai/glm-5.2:medium FAIL 0% 259 in → 857 out (890 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
z-ai/glm-5.2:medium__json_schema FAIL 0% 261 in → 1,203 out (1,148 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
z-ai/glm-5.2:none FAIL 0% 253 in → 40 out (0 reasoning)
app.py app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
z-ai/glm-5.2:none__json_schema FAIL 0% 255 in → 51 out (0 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) {"files": {"app.py": "app = Flask(__name__)\napp.run(port=8080, debug=False)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0"}}
Failure: Content mismatch: ['app.py', 'requirements.txt']
z-ai/glm-5.2:xhigh FAIL 0% 254 in → 1,347 out (1,242 reasoning)
--- app.py app = Flask(__name__) app.run(port=8080, debug=False) --- requirements.txt flask==2.0.0 requests==2.28.0
Failure: Content mismatch: ['app.py', 'requirements.txt']
z-ai/glm-5.2:xhigh__json_schema FAIL 0% 446 in → 4,974 out (4,924 reasoning)
app.py: app = Flask(__name__) app.run(port=8080, debug=False) requirements.txt: flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) {"files":{"app.py":"app = Flask(__name__)\napp.run(port=8080, debug=False)\n","requirements.txt":"flask==2.0.0\nrequests==2.28.0\n"}}
Failure: Content mismatch: ['app.py', 'requirements.txt']