Multi-file: conflicts in app.py and requirements.txt simultaneously
Tests ability to resolve conflicts in two interdependent files with trade-off decisions. Evaluates 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 merge security
Prompt
Resolve the merge conflicts in app.py and requirements.txt. For app.py: branch A disabled debug while keeping port 5000, branch B changed port to 8080 while keeping debug enabled. For requirements.txt: branch A updated requests to 2.28.0 keeping flask 2.0.0, branch B 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 merge_conflicts/f012.

Loading...
Loading raw attempt evidence…
anthropic/claude-fable-5:high FAIL 0% 362 in → 289 out (129 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-fable-5:high__json_schema FAIL 0% 595 in → 168 out (82 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files": {}}
Failure: No file blocks found
anthropic/claude-fable-5:low FAIL 0% 362 in → 222 out (69 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 combines both changes—branch B's new port (8080) with branch A's preferred `debug=False`. requirements.txt keeps flask 2.0.0 for compatibility while taking the updated requests 2.28.0.
Failure: Content mismatch: ['app.py', 'requirements.txt']
anthropic/claude-fable-5:low__json_schema FAIL 0% 595 in → 56 out (45 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files": {}}
Failure: No file blocks found
anthropic/claude-fable-5:max FAIL 0% 362 in → 1,385 out (221 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']
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% 362 in → 163 out (73 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-fable-5:medium__json_schema FAIL 0% 595 in → 113 out (53 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files": {}}
Failure: No file blocks found
anthropic/claude-fable-5:xhigh FAIL 0% 362 in → 610 out (126 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**: Combined both intents — kept branch B's port change (8080) while applying branch A's security fix (`debug=False`), per your preference to disable debug. - **requirements.txt**: Kept `flask==2.0.0` for compatibility as requested, and took the updated `requests==2.28.0`.
Failure: Content mismatch: ['app.py', 'requirements.txt']
anthropic/claude-fable-5:xhigh__json_schema FAIL 0% 595 in → 335 out (156 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files": {}}
Failure: No file blocks found
anthropic/claude-haiku-4.5:high FAIL 0% 284 in → 654 out (502 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
anthropic/claude-haiku-4.5:high__json_schema FAIL 0% 461 in → 652 out (579 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files": {}}
Failure: No file blocks found
anthropic/claude-haiku-4.5:low FAIL 0% 284 in → 1,474 out (831 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:low__json_schema FAIL 0% 461 in → 1,765 out (785 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files":{}}
Failure: No file blocks found
anthropic/claude-haiku-4.5:medium FAIL 0% 284 in → 972 out (562 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% 461 in → 2,218 out (1,231 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files":{}}
Failure: No file blocks found
anthropic/claude-haiku-4.5:none FAIL 0% 255 in → 58 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']
anthropic/claude-haiku-4.5:none__json_schema FAIL 0% 431 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% 284 in → 7,831 out (2,887 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:xhigh__json_schema FAIL 0% 461 in → 2,411 out (1,232 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files": {}}
Failure: No file blocks found
anthropic/claude-opus-4.6:high FAIL 0% 255 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% 432 in → 457 out (232 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files":{}}
Failure: No file blocks found
anthropic/claude-opus-4.6:low FAIL 0% 255 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:low__json_schema FAIL 0% 432 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% 255 in → 887 out (351 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** — Combined both branches' intentional changes: - `port=8080` from branch B (the port upgrade) - `debug=False` from branch A (the preferred security fix) **requirements.txt** — Cherry-picked per the compatibility instructions: - `flask==2.0.0` from branch A (older version kept for compatibility) - `requests==2.28.0` from branch A (the newer, updated version)
Failure: No file blocks found
anthropic/claude-opus-4.6:max__json_schema FAIL 0% 432 in → 617 out (295 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files":{}}
Failure: No file blocks found
anthropic/claude-opus-4.6:medium FAIL 0% 255 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% 432 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% 255 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% 432 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% 255 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% 432 in → 515 out (237 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files":{}}
Failure: No file blocks found
anthropic/claude-opus-4.7:high FAIL 0% 367 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 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
anthropic/claude-opus-4.7:high__json_schema FAIL 0% 600 in → 499 out (0 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files":{}}
Failure: No file blocks found
anthropic/claude-opus-4.7:low FAIL 0% 367 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 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
anthropic/claude-opus-4.7:low__json_schema FAIL 0% 600 in → 13 out (0 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files":{}}
Failure: No file blocks found
anthropic/claude-opus-4.7:max FAIL 0% 367 in → 1,166 out (174 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-opus-4.7:max__json_schema FAIL 0% 600 in → 1,810 out (173 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files":{}}
Failure: No file blocks found
anthropic/claude-opus-4.7:medium FAIL 0% 367 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 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
anthropic/claude-opus-4.7:medium__json_schema FAIL 0% 600 in → 13 out (0 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files":{}}
Failure: No file blocks found
anthropic/claude-opus-4.7:none FAIL 0% 367 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 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
anthropic/claude-opus-4.7:none__json_schema FAIL 0% 600 in → 16 out (0 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files":{}}
Failure: No file blocks found
anthropic/claude-opus-4.7:xhigh FAIL 0% 367 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 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
anthropic/claude-opus-4.7:xhigh__json_schema FAIL 0% 600 in → 16 out (0 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files":{}}
Failure: No file blocks found
anthropic/claude-opus-4.8:high FAIL 0% 362 in → 258 out (92 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-opus-4.8:high__json_schema FAIL 0% 595 in → 80 out (40 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files":{}}
Failure: No file blocks found
anthropic/claude-opus-4.8:low FAIL 0% 362 in → 175 out (69 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-opus-4.8:low__json_schema FAIL 0% 595 in → 84 out (42 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files":{}}
Failure: No file blocks found
anthropic/claude-opus-4.8:max FAIL 0% 362 in → 2,769 out (241 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-opus-4.8:max__json_schema FAIL 0% 595 in → 2,429 out (372 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files":{}}
Failure: No file blocks found
anthropic/claude-opus-4.8:medium FAIL 0% 362 in → 210 out (94 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-opus-4.8:medium__json_schema FAIL 0% 595 in → 97 out (65 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files":{}}
Failure: No file blocks found
anthropic/claude-opus-4.8:none FAIL 0% 362 in → 169 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 ``` **Resolution notes:** - **app.py**: Kept port 5000 with `debug=False` (branch A's preference for disabling debug). - **requirements.txt**: Kept `flask==2.0.0` (older version for compatibility, branch A) and `requests==2.28.0` (updated version, branch B).
Failure: Content mismatch: ['app.py', 'requirements.txt']
anthropic/claude-opus-4.8:none__json_schema FAIL 0% 595 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% 362 in → 632 out (146 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-opus-4.8:xhigh__json_schema FAIL 0% 595 in → 552 out (198 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files":{}}
Failure: No file blocks found
anthropic/claude-sonnet-4.6:high FAIL 0% 255 in → 978 out (321 reasoning)
## app.py **Resolution logic:** Branch A (security) disabled debug and kept port 5000. Branch B (HEAD) changed port to 8080 but left debug enabled. Preference is to disable debug, so take the security branch line wholesale — it satisfies the debug requirement and port 5000 is a safe default. ``` app.py app = Flask(__name__) app.run(port=5000, debug=False) ``` --- ## requirements.txt **Resolution logic:** Take `flask==2.0.0` from branch A/security (older, preferred for compatibility) and `requests==2.28.0` from branch A/security (the updated version). Both winning values happen to come from the same branch, so no mixing is needed. ``` requirements.txt flask==2.0.0 requests==2.28.0 ```
Failure: Duplicate file block: app.py
anthropic/claude-sonnet-4.6:high__json_schema FAIL 0% 432 in → 739 out (343 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files":{}}
Failure: No file blocks found
anthropic/claude-sonnet-4.6:low FAIL 0% 255 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% 432 in → 9 out (0 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files":{}}
Failure: No file blocks found
anthropic/claude-sonnet-4.6:max FAIL 0% 255 in → 715 out (245 reasoning)
## Resolved Files **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 branches' distinct changes. Took `port=8080` from HEAD (branch B) and `debug=False` from the security branch (branch A), satisfying the preference to disable debug while retaining the port change. - **requirements.txt:** Took `flask==2.0.0` from the security branch (older version preferred for compatibility) and `requests==2.28.0` also from the security branch (the updated version as preferred).
Failure: No file blocks found
anthropic/claude-sonnet-4.6:max__json_schema FAIL 0% 432 in → 724 out (316 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files":{}}
Failure: No file blocks found
anthropic/claude-sonnet-4.6:medium FAIL 0% 255 in → 630 out (246 reasoning)
app.py ```python app = Flask(__name__) app.run(port=5000, debug=False) ``` requirements.txt ``` flask==2.0.0 requests==2.28.0 ``` **Resolution rationale:** - **app.py:** The security branch (`app.run(port=5000, debug=False)`) is taken wholesale, as the stated preference is to disable debug. This also retains port 5000 from that same branch, since disabling debug was the priority driver and both changes came from Branch A. - **requirements.txt:** A hybrid is applied — `flask==2.0.0` is taken from Branch A (security) for compatibility, and `requests==2.28.0` is taken from Branch A (security) as the updated version, discarding Branch B's older `requests==2.25.0` and newer `flask==3.0.0`.
Failure: Content mismatch: ['app.py', 'requirements.txt']
anthropic/claude-sonnet-4.6:medium__json_schema FAIL 0% 432 in → 14 out (0 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files":{}}
Failure: No file blocks found
anthropic/claude-sonnet-4.6:none FAIL 0% 255 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% 432 in → 12 out (0 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files":{}}
Failure: No file blocks found
anthropic/claude-sonnet-4.6:xhigh FAIL 0% 255 in → 904 out (317 reasoning)
## Conflict Analysis **app.py:** - HEAD (Branch B): changed port → `8080`, debug implicit/enabled - security (Branch A): kept port → `5000`, added `debug=False` - **Resolution:** Take `port=8080` from Branch B + `debug=False` from Branch A (preferred) **requirements.txt:** - HEAD (Branch B): `flask==3.0.0`, `requests==2.25.0` - security (Branch A): `flask==2.0.0`, `requests==2.28.0` - **Resolution:** Take older `flask==2.0.0` for compatibility + updated `requests==2.28.0` --- ```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-sonnet-4.6:xhigh__json_schema FAIL 0% 432 in → 572 out (436 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files":{}}
Failure: No file blocks found
anthropic/claude-sonnet-5:high FAIL 0% 362 in → 131 out (47 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-sonnet-5:high__json_schema FAIL 0% 595 in → 12 out (0 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files":{}}
Failure: No file blocks found
anthropic/claude-sonnet-5:low FAIL 0% 362 in → 65 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']
anthropic/claude-sonnet-5:low__json_schema FAIL 0% 595 in → 13 out (0 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files":{}}
Failure: No file blocks found
anthropic/claude-sonnet-5:medium FAIL 0% 362 in → 112 out (43 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-sonnet-5:medium__json_schema FAIL 0% 595 in → 14 out (0 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files":{}}
Failure: No file blocks found
anthropic/claude-sonnet-5:none FAIL 0% 362 in → 69 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: No file blocks found
anthropic/claude-sonnet-5:none__json_schema FAIL 0% 595 in → 11 out (0 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files":{}}
Failure: No file blocks found
anthropic/claude-sonnet-5:xhigh FAIL 0% 362 in → 404 out (119 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-sonnet-5:xhigh__json_schema FAIL 0% 595 in → 108 out (41 reasoning)
(empty output)
JSON Schema Structured Output
(raw) {"files":{}}
Failure: No file blocks found
arcee-ai/trinity-large-thinking:high FAIL 0% 222 in → 2,664 out (2,655 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)
arcee-ai/trinity-large-thinking:low FAIL 0% 222 in → 4,416 out (4,394 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)
arcee-ai/trinity-large-thinking:medium FAIL 0% 222 in → 4,138 out (4,132 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)
arcee-ai/trinity-large-thinking:xhigh FAIL 0% 222 in → 1,814 out (1,782 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)
arcee-ai/trinity-mini:high FAIL 0% 222 in → 311 out (286 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:high__json_schema FAIL 0% 222 in → 376 out (343 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% 222 in → 343 out (321 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% 222 in → 394 out (359 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% 222 in → 324 out (310 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% 222 in → 383 out (345 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:xhigh FAIL 0% 222 in → 350 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']
arcee-ai/trinity-mini:xhigh__json_schema FAIL 0% 222 in → 376 out (343 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% 310 in → 690 out (658 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:high__json_schema FAIL 0% 231 in → 410 out (413 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']
deepseek/deepseek-v4-flash-0731:low FAIL 0% 231 in → 550 out (572 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:low__json_schema FAIL 0% 231 in → 655 out (787 reasoning)
(empty output)
JSON Schema Structured Output
(raw) { "files": { } }
Failure: No file blocks found
deepseek/deepseek-v4-flash-0731:max FAIL 0% 310 in → 12,215 out (12,632 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% 323 in → 6,077 out (6,241 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-flash-0731:medium FAIL 0% 231 in → 536 out (598 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:medium__json_schema FAIL 0% 231 in → 825 out (964 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:none FAIL 0% 231 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% 237 in → 63 out (0 reasoning)
app.py: import 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": "import\nfrom flask import Flask\n\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']
deepseek/deepseek-v4-flash-0731:xhigh FAIL 0% 231 in → 125 out (107 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:xhigh__json_schema FAIL 0% 231 in → 634 out (584 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']
deepseek/deepseek-v4-flash:high FAIL 0% 231 in → 375 out (333 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:high__json_schema FAIL 0% 233 in → 601 out (546 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:low FAIL 0% 231 in → 519 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']
deepseek/deepseek-v4-flash:low__json_schema FAIL 0% 231 in → 509 out (440 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-flash:medium FAIL 0% 231 in → 485 out (443 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:medium__json_schema FAIL 0% 233 in → 503 out (490 reasoning)
(empty output)
JSON Schema Structured Output
(raw) { "files": { } }
Failure: No file blocks found
deepseek/deepseek-v4-flash:none FAIL 0% 231 in → 40 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% 231 in → 63 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']
deepseek/deepseek-v4-flash:xhigh FAIL 0% 310 in → 580 out (539 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:xhigh__json_schema FAIL 0% 312 in → 1,189 out (1,131 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:high FAIL 0% 231 in → 888 out (846 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:high__json_schema FAIL 0% 433 in → 866 out (807 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:low FAIL 0% 231 in → 860 out (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']
deepseek/deepseek-v4-pro:low__json_schema FAIL 0% 433 in → 1,643 out (1,591 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:medium FAIL 0% 231 in → 941 out (900 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:medium__json_schema FAIL 0% 433 in → 856 out (804 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% 231 in → 51 out (0 reasoning)
Here are the resolved file contents: ``` app.py app = Flask(__name__) app.run(port=5000, debug=False) requirements.txt flask==2.0.0 requests==2.28.0 ```
Failure: Expected file heading before file content
deepseek/deepseek-v4-pro:none__json_schema FAIL 0% 233 in → 57 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']
deepseek/deepseek-v4-pro:xhigh FAIL 0% 310 in → 2,587 out (2,545 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% 511 in → 886 out (827 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% 247 in → 3,130 out (3,081 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% 248 in → 10,089 out (10,033 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:low FAIL 0% 247 in → 711 out (662 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/gemini-3-flash-preview:low__json_schema FAIL 0% 329 in → 2,624 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)", "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% 247 in → 5,131 out (5,084 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% 329 in → 9,742 out (9,689 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:xhigh FAIL 0% 247 in → 7,648 out (7,601 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/gemini-3-flash-preview:xhigh__json_schema FAIL 0% 329 in → 1,087 out (1,034 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-3.1-flash-lite-preview:high FAIL 0% 248 in → 1,359 out (1,312 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% 248 in → 1,612 out (1,554 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__)\n\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-3.1-flash-lite-preview:low FAIL 0% 248 in → 174 out (127 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% 248 in → 159 out (103 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-3.1-flash-lite-preview:medium FAIL 0% 247 in → 632 out (585 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/gemini-3.1-flash-lite-preview:medium__json_schema FAIL 0% 248 in → 560 out (492 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-3.1-flash-lite-preview:xhigh FAIL 0% 248 in → 1,192 out (1,145 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/gemini-3.1-flash-lite-preview:xhigh__json_schema FAIL 0% 248 in → 1,942 out (1,886 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-3.1-pro-preview:high FAIL 0% 247 in → 1,992 out (1,935 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:high__json_schema FAIL 0% 329 in → 2,202 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-3.1-pro-preview:low FAIL 0% 247 in → 853 out (806 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:low__json_schema FAIL 0% 329 in → 506 out (433 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:medium FAIL 0% 247 in → 1,297 out (1,248 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:medium__json_schema FAIL 0% 329 in → 707 out (647 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% 247 in → 2,512 out (2,463 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% 329 in → 1,681 out (1,621 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:high FAIL 0% 247 in → 2,354 out (2,307 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% 329 in → 2,176 out (2,120 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-3.5-flash-lite:low FAIL 0% 247 in → 47 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']
google/gemini-3.5-flash-lite:low__json_schema FAIL 0% 329 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-3.5-flash-lite:max FAIL 0% 247 in → 2,940 out (2,893 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/gemini-3.5-flash-lite:max__json_schema FAIL 0% 329 in → 3,201 out (3,148 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-3.5-flash-lite:medium FAIL 0% 247 in → 1,287 out (1,240 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/gemini-3.5-flash-lite:medium__json_schema FAIL 0% 248 in → 1,847 out (1,794 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-3.5-flash-lite:xhigh FAIL 0% 248 in → 4,795 out (4,748 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:xhigh__json_schema FAIL 0% 329 in → 4,157 out (4,108 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__); 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-3.5-flash:high FAIL 0% 247 in → 11,027 out (10,980 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/gemini-3.5-flash:high__json_schema FAIL 0% 329 in → 2,396 out (2,323 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']
google/gemini-3.5-flash:low FAIL 0% 247 in → 1,515 out (1,466 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% 329 in → 810 out (741 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-3.5-flash:medium FAIL 0% 247 in → 2,404 out (2,357 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:medium__json_schema FAIL 0% 329 in → 1,306 out (1,233 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']
google/gemini-3.5-flash:xhigh FAIL 0% 247 in → 2,950 out (2,903 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/gemini-3.5-flash:xhigh__json_schema FAIL 0% 329 in → 4,395 out (4,322 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)\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% 247 in → 1,577 out (1,530 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/gemini-3.6-flash:high__json_schema FAIL 0% 329 in → 6,598 out (6,542 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% 248 in → 1,329 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
Failure: Content mismatch: ['app.py', 'requirements.txt']
google/gemini-3.6-flash:low__json_schema FAIL 0% 329 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% 248 in → 2,878 out (2,831 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:max__json_schema FAIL 0% 248 in → 3,373 out (3,317 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% 248 in → 1,853 out (1,806 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:medium__json_schema FAIL 0% 248 in → 1,952 out (1,879 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% 248 in → 3,594 out (3,537 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']
google/gemini-3.6-flash:xhigh__json_schema FAIL 0% 329 in → 1,793 out (1,720 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']
google/gemma-4-26b-a4b-it:high FAIL 0% 263 in → 6,337 out (5,452 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% 262 in → 11,384 out (9,555 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% 263 in → 7,991 out (7,179 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% 263 in → 2,851 out (2,387 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:medium FAIL 0% 262 in → 1,526 out (1,281 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% 262 in → 3,317 out (2,814 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:none FAIL 0% 260 in → 48 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']
google/gemma-4-26b-a4b-it:none__json_schema FAIL 0% 260 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']
google/gemma-4-26b-a4b-it:xhigh FAIL 0% 263 in → 8,627 out (8,579 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% 263 in → 7,268 out (6,642 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-4-31b-it:high FAIL 0% 263 in → 1,298 out (1,091 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-4-31b-it:high__json_schema FAIL 0% 262 in → 2,396 out (1,998 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% 262 in → 1,215 out (983 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-4-31b-it:low__json_schema FAIL 0% 263 in → 1,093 out (909 reasoning)
(empty output)
JSON Schema Structured Output
(raw) { "files": { } }
Failure: No file blocks found
google/gemma-4-31b-it:medium FAIL 0% 263 in → 1,139 out (958 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-4-31b-it:medium__json_schema FAIL 0% 262 in → 746 out (572 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-4-31b-it:none FAIL 0% 260 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% 260 in → 65 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% 263 in → 881 out (710 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% 262 in → 2,666 out (2,284 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']
ibm-granite/granite-4.1-8b FAIL 0% 244 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==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']
inclusionai/ling-2.6-flash FAIL 0% 260 in → 45 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==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']
liquid/lfm-2-24b-a2b FAIL 0% 248 in → 54 out
**app.py** ``` app = Flask(__name__) app.run(port=5000, 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=5000, 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% 256 in → 830 out (846 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% 281 in → 1,062 out (1,008 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:low FAIL 0% 256 in → 573 out (544 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% 256 in → 684 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']
minimax/minimax-m2.5:medium FAIL 0% 256 in → 1,278 out (1,307 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:medium__json_schema FAIL 0% 256 in → 1,104 out (1,141 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-m2.5:xhigh FAIL 0% 256 in → 1,126 out (1,086 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:xhigh__json_schema FAIL 0% 256 in → 616 out (559 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:high FAIL 0% 256 in → 928 out (974 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:high__json_schema FAIL 0% 255 in → 603 out (585 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% 261 in → 1,057 out (1,138 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']
minimax/minimax-m2.7:low__json_schema FAIL 0% 255 in → 1,028 out (1,081 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% 256 in → 695 out (655 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:medium__json_schema FAIL 0% 405 in → 1,365 out (1,304 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-m2.7:xhigh FAIL 0% 255 in → 380 out (365 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)
minimax/minimax-m3:high FAIL 0% 394 in → 882 out (889 reasoning)
app.py ```python app = Flask(__name__) app.run(port=5000, debug=False) ``` requirements.txt ``` flask==2.0.0requests==2.28.0 ```
Failure: Content mismatch: ['app.py', 'requirements.txt']
minimax/minimax-m3:high__json_schema FAIL 0% 342 in → 102 out (100 reasoning)
app.py: <<<<<<< HEAD app.run(port=8080) ======= app.run(port=5000, debug=False) >>>>>>> security requirements.txt: <<<<<<< HEAD flask==3.0.0 requests==2.25.0 ======= flask==2.0.0 requests==2.28.0 >>>>>>> security
JSON Schema Structured Output
(raw) { "files": { "app.py": "<<<<<<< HEAD\napp.run(port=8080)\n=======\napp.run(port=5000, debug=False)\n>>>>>>> security\n", "requirements.txt": "<<<<<<< HEAD\nflask==3.0.0\nrequests==2.25.0\n=======\nflask==2.0.0\nrequests==2.28.0\n>>>>>>> security\n" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
minimax/minimax-m3:low FAIL 0% 674 in → 215 out (169 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% 381 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:medium FAIL 0% 394 in → 847 out (796 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:medium__json_schema FAIL 0% 381 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% 394 in → 2,409 out (2,572 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:xhigh__json_schema FAIL 0% 381 in → 53 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']
mistralai/devstral-2512 FAIL 0% 244 in → 60 out
Here are the resolved 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% 244 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% 256 in → 2,518 out (2,363 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:high__json_schema FAIL 0% 244 in → 1,285 out (1,223 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% 256 in → 1,994 out (1,895 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:low__json_schema FAIL 0% 244 in → 978 out (861 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% 256 in → 1,088 out (982 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% 244 in → 1,306 out (1,170 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% 256 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% 244 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% 256 in → 1,356 out (1,199 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% 244 in → 1,547 out (1,375 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% 223 in → 2,469 out (2,429 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']
moonshotai/kimi-k2.6:high__json_schema FAIL 0% 223 in → 6,431 out (6,622 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:low FAIL 0% 224 in → 1,696 out (1,698 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']
moonshotai/kimi-k2.6:low__json_schema FAIL 0% 224 in → 2,075 out (2,166 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']
moonshotai/kimi-k2.6:medium FAIL 0% 224 in → 6,112 out (6,071 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% 224 in → 5,865 out (5,810 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:xhigh FAIL 0% 224 in → 4,969 out (4,929 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']
moonshotai/kimi-k2.6:xhigh__json_schema FAIL 0% 223 in → 5,260 out (4,993 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% 224 in → 584 out (539 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']
moonshotai/kimi-k2.7-code:high__json_schema FAIL 0% 224 in → 353 out (303 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-k2.7-code:low FAIL 0% 224 in → 468 out (418 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']
moonshotai/kimi-k2.7-code:low__json_schema FAIL 0% 316 in → 197 out (148 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']
moonshotai/kimi-k2.7-code:medium FAIL 0% 224 in → 737 out (734 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']
moonshotai/kimi-k2.7-code:medium__json_schema FAIL 0% 224 in → 817 out (808 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']
moonshotai/kimi-k2.7-code:xhigh FAIL 0% 224 in → 1,345 out (1,303 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% 224 in → 629 out (651 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']
moonshotai/kimi-k3:high FAIL 0% 301 in → 1,237 out (1,179 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']
moonshotai/kimi-k3:high__json_schema FAIL 0% 301 in → 819 out (759 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']
moonshotai/kimi-k3:low FAIL 0% 301 in → 641 out (586 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']
moonshotai/kimi-k3:low__json_schema FAIL 0% 301 in → 361 out (301 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']
moonshotai/kimi-k3:max FAIL 0% 301 in → 672 out (612 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']
moonshotai/kimi-k3:max__json_schema FAIL 0% 301 in → 645 out (583 reasoning)
**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
moonshotai/kimi-k3:medium FAIL 0% 301 in → 4,004 out (3,944 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% 301 in → 2,051 out (1,993 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']
(empty output)
Failure: OpenAI-compatible response contained provider error: Provider returned error
moonshotai/kimi-k3:xhigh__json_schema FAIL 0% 406 in → 433 out (371 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']
nvidia/nemotron-3-nano-30b-a3b:high FAIL 0% 257 in → 714 out (641 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% 257 in → 552 out (548 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']
nvidia/nemotron-3-nano-30b-a3b:low FAIL 0% 257 in → 919 out (856 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']
nvidia/nemotron-3-nano-30b-a3b:low__json_schema FAIL 0% 257 in → 580 out (474 reasoning)
app.py: app = Flask(__name__)\napp.run(port=5000, debug=False)\n requirements.txt: flask==2.0.0\nrequests==2.28.0\n
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-nano-30b-a3b:medium FAIL 0% 257 in → 400 out (356 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% 257 in → 445 out (395 reasoning)
app.py: app = Flask(__name__)\napp.run(port=5000, debug=False)\n requirements.txt: flask==2.0.0\nrequests==2.28.0\n
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-nano-30b-a3b:none FAIL 0% 257 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-nano-30b-a3b:none__json_schema FAIL 0% 257 in → 64 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-nano-30b-a3b:xhigh FAIL 0% 257 in → 825 out (764 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% 257 in → 290 out (199 reasoning)
app.py: # Resolved app.py from flask import Flask app = Flask(__name__) if __name__ == "__main__": app.run(port=5000, debug=False) requirements.txt: # Resolved requirements.txt flask==2.0.0 requests==2.28.0
JSON Schema Structured Output
(raw) { "files": { "app.py": "# Resolved app.py\nfrom flask import Flask\n\napp = Flask(__name__)\n\nif __name__ == \"__main__\":\n app.run(port=5000, debug=False)\n", "requirements.txt": "# Resolved requirements.txt\nflask==2.0.0\nrequests==2.28.0\n" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
nvidia/nemotron-3-super-120b-a12b:high FAIL 0% 257 in → 331 out (263 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% 257 in → 458 out (365 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:low FAIL 0% 257 in → 558 out (455 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% 257 in → 457 out (366 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:medium FAIL 0% 257 in → 464 out (389 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% 257 in → 1,445 out (1,281 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:none FAIL 0% 257 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% 257 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)\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:xhigh FAIL 0% 257 in → 433 out (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']
nvidia/nemotron-3-super-120b-a12b:xhigh__json_schema FAIL 0% 257 in → 503 out (398 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-5.4-mini:high FAIL 0% 219 in → 137 out (83 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:low FAIL 0% 219 in → 111 out (57 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% 219 in → 247 out (193 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% 219 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-5.4-mini:xhigh FAIL 0% 219 in → 223 out (179 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-nano:high FAIL 0% 219 in → 243 out (189 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% 219 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% 219 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% 219 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% 219 in → 547 out (493 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:high FAIL 0% 219 in → 570 out (516 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-5.4:low FAIL 0% 219 in → 68 out (14 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% 219 in → 97 out (43 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:none FAIL 0% 219 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% 219 in → 560 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:high FAIL 0% 219 in → 324 out (278 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-5.5:low FAIL 0% 219 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-5.5:medium FAIL 0% 219 in → 519 out (475 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% 219 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-5.5:xhigh FAIL 0% 219 in → 3,668 out (3,624 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% 219 in → 126 out (82 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-5.6-luna:low FAIL 0% 219 in → 113 out (69 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-5.6-luna:max FAIL 0% 219 in → 282 out (238 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-5.6-luna:medium FAIL 0% 219 in → 108 out (54 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% 219 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% 219 in → 203 out (159 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-5.6-sol:high FAIL 0% 219 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% 219 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% 219 in → 549 out (505 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-5.6-sol:medium FAIL 0% 219 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% 219 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% 219 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% 219 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% 219 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:max FAIL 0% 219 in → 879 out (835 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:medium FAIL 0% 219 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% 219 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-5.6-terra:xhigh FAIL 0% 219 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% 284 in → 543 out (496 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% 278 in → 840 out (852 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:low FAIL 0% 282 in → 267 out (222 reasoning)
app.py ```python from flask import Flask app = Flask(__name__) if __name__ == "__main__": 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% 278 in → 208 out (131 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% 282 in → 458 out (421 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% 278 in → 337 out (298 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\n\napp = 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:xhigh FAIL 0% 280 in → 1,042 out (1,093 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:xhigh__json_schema FAIL 0% 278 in → 684 out (701 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% 280 in → 1,006 out (963 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% 280 in → 859 out (802 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:low FAIL 0% 280 in → 131 out (75 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% 280 in → 135 out (61 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:medium FAIL 0% 278 in → 401 out (394 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']
openai/gpt-oss-20b:medium__json_schema FAIL 0% 280 in → 50 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']
openai/gpt-oss-20b:xhigh FAIL 0% 280 in → 1,026 out (1,028 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% 278 in → 1,692 out (1,714 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:high FAIL 0% 244 in → 953 out (906 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:high__json_schema FAIL 0% 244 in → 407 out (354 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% 244 in → 323 out (276 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:low__json_schema FAIL 0% 244 in → 877 out (816 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:medium FAIL 0% 244 in → 351 out (311 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']
poolside/laguna-m.1:medium__json_schema FAIL 0% 244 in → 659 out (607 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:none FAIL 0% 244 in → 44 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']
poolside/laguna-m.1:none__json_schema FAIL 0% 244 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% 244 in → 805 out (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']
poolside/laguna-m.1:xhigh__json_schema FAIL 0% 244 in → 586 out (528 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% 244 in → 907 out (864 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:high__json_schema FAIL 0% 244 in → 2,062 out (2,001 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% 244 in → 409 out (366 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% 244 in → 425 out (364 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% 244 in → 1,262 out (1,219 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% 244 in → 987 out (926 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% 244 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% 244 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% 244 in → 488 out (445 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:xhigh__json_schema FAIL 0% 244 in → 626 out (565 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:high FAIL 0% 281 in → 1,354 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
Failure: Content mismatch: ['app.py', 'requirements.txt']
poolside/laguna-xs.2:high__json_schema FAIL 0% 281 in → 300 out (234 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:low FAIL 0% 281 in → 288 out (235 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:low__json_schema FAIL 0% 281 in → 280 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)", "requirements.txt": "flask==2.0.0\nrequests==2.28.0" } }
Failure: Content mismatch: ['app.py', 'requirements.txt']
poolside/laguna-xs.2:medium FAIL 0% 281 in → 711 out (660 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:medium__json_schema FAIL 0% 281 in → 817 out (752 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:none FAIL 0% 281 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']
poolside/laguna-xs.2:none__json_schema FAIL 0% 281 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']
poolside/laguna-xs.2:xhigh FAIL 0% 281 in → 531 out (478 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% 281 in → 537 out (525 reasoning)
(empty output)
JSON Schema Structured Output
(raw) { "files": {} }
Failure: No file blocks found
qwen/qwen3.6-27b:high FAIL 0% 240 in → 1,845 out (1,677 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=5000, 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/qwen3.6-27b:low FAIL 0% 240 in → 1,732 out (1,579 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=5000, 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/qwen3.6-27b:medium FAIL 0% 240 in → 2,860 out (2,589 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=5000, 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/qwen3.6-27b:none FAIL 0% 242 in → 54 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']
qwen/qwen3.6-27b:none__json_schema FAIL 0% 242 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']
qwen/qwen3.6-27b:xhigh FAIL 0% 240 in → 2,084 out (1,857 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/qwen3.6-27b:xhigh__json_schema FAIL 0% 240 in → 3,205 out (2,936 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:high FAIL 0% 240 in → 1,494 out (1,375 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:high__json_schema FAIL 0% 240 in → 1,625 out (1,422 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:low FAIL 0% 240 in → 7,556 out (7,050 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']
qwen/qwen3.6-35b-a3b:low__json_schema FAIL 0% 240 in → 2,109 out (1,868 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% 240 in → 2,124 out (1,914 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% 240 in → 2,796 out (2,592 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']
qwen/qwen3.6-35b-a3b:none FAIL 0% 242 in → 54 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']
qwen/qwen3.6-35b-a3b:none__json_schema FAIL 0% 242 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']
qwen/qwen3.6-35b-a3b:xhigh FAIL 0% 240 in → 2,028 out (1,825 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:xhigh__json_schema FAIL 0% 240 in → 1,999 out (1,793 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% 240 in → 1,694 out (1,646 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-f5f8511d-6406-960e-b897-4461fdca96fc","request_id":"f5f8511d-6406-960e-b897-4461fdca96fc"}', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
qwen/qwen3.6-flash:low FAIL 0% 240 in → 18,955 out (18,905 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-3483f930-9d85-9c20-802d-5724afb1ae7e","request_id":"3483f930-9d85-9c20-802d-5724afb1ae7e"}', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
qwen/qwen3.6-flash:medium FAIL 0% 240 in → 2,056 out (2,008 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-396f34b4-7734-9cb7-8f0b-f74c4421e9b6","request_id":"396f34b4-7734-9cb7-8f0b-f74c4421e9b6"}', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
qwen/qwen3.6-flash:none FAIL 0% 242 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-fe23b578-8451-9218-91bb-a24d35349c2d","request_id":"fe23b578-8451-9218-91bb-a24d35349c2d"}', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
qwen/qwen3.6-flash:xhigh FAIL 0% 240 in → 10,957 out (10,909 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-500f5264-ca53-96c6-861b-c28166ab2d10","request_id":"500f5264-ca53-96c6-861b-c28166ab2d10"}', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
qwen/qwen3.7-flash:high FAIL 0% 240 in → 1,818 out (1,770 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-d1a2dca9-0be5-9fcc-bd84-1089985d8d94"}\n\n', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
qwen/qwen3.7-flash:low FAIL 0% 240 in → 1,872 out (1,824 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-7c033243-91bd-9f80-853e-b1f62908625c"}\n\n', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
qwen/qwen3.7-flash:max FAIL 0% 240 in → 2,044 out (1,994 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-a6ff5d7f-8b10-9c2a-9413-a3b605b95a72"}\n\n', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
qwen/qwen3.7-flash:medium FAIL 0% 240 in → 1,422 out (1,374 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-210c2c0e-0773-9a84-bbec-8c70b7f04745"}\n\n', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
qwen/qwen3.7-flash:none FAIL 0% 242 in → 53 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': '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-aabb520b-4a67-9d8b-b263-a973b6620862"}\n\n', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
qwen/qwen3.7-flash:xhigh FAIL 0% 240 in → 1,847 out (1,799 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-ce4a2ed7-7454-9e2a-9f0d-d7ffee58d82c"}\n\n', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
qwen/qwen3.7-max:high FAIL 0% 240 in → 912 out (864 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-dc5ddf35-a1aa-99ab-90fe-7897f1950141","request_id":"dc5ddf35-a1aa-99ab-90fe-7897f1950141"}', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
qwen/qwen3.7-max:low FAIL 0% 240 in → 645 out (597 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-083b2e2a-01f8-940d-a36e-6dcfcd0bc9d1","request_id":"083b2e2a-01f8-940d-a36e-6dcfcd0bc9d1"}', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
qwen/qwen3.7-max:medium FAIL 0% 240 in → 1,883 out (1,835 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-0f666d10-4080-9080-ac15-f63060a4f649","request_id":"0f666d10-4080-9080-ac15-f63060a4f649"}', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
qwen/qwen3.7-max:none FAIL 0% 242 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-38a5bb9f-b76b-93e5-b3e9-5ddef81b6b47","request_id":"38a5bb9f-b76b-93e5-b3e9-5ddef81b6b47"}', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
qwen/qwen3.7-max:xhigh FAIL 0% 240 in → 880 out (832 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-7ce59d93-20a1-9306-845e-db3bf74f54b2","request_id":"7ce59d93-20a1-9306-845e-db3bf74f54b2"}', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
qwen/qwen3.7-plus:high FAIL 0% 240 in → 1,988 out (1,932 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-cbcdc909-e807-9198-ad9e-c8725d06c083","request_id":"cbcdc909-e807-9198-ad9e-c8725d06c083"}', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
qwen/qwen3.7-plus:low FAIL 0% 240 in → 1,279 out (1,078 reasoning)
**app.py** ``` app = Flask(__name__) app.run(port=8080, debug=False) ``` **requirements.txt** ``` flask==2.0.0 requests==2.28.0 ``` ### Resolution Summary | File | Decision | Reasoning | |---|---|---| | `app.py` | `port=8080` from HEAD, `debug=False` from `security` branch | Kept the port change from branch B while honoring the explicit preference to **disable debug**. | | `requirements.txt` | `flask==2.0.0` from `security` branch, `requests==2.28.0` from `security` branch | Followed the explicit preferences: **older Flask** (`2.0.0`) for compatibility, and **updated requests** (`2.28.0`). |
Failure: No file blocks found
(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-9902d9ef-ac12-94b7-8ff5-92b048ad4a7e","request_id":"9902d9ef-ac12-94b7-8ff5-92b048ad4a7e"}', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
qwen/qwen3.7-plus:medium FAIL 0% 240 in → 1,797 out (1,737 reasoning)
**app.py** ``` app = Flask(__name__) app.run(port=5000, debug=False) ``` **requirements.txt** ``` flask==2.0.0 requests==2.28.0 ```
Failure: No file blocks found
(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-9bcd76ba-e7a1-9da4-b679-4885e115910e","request_id":"9bcd76ba-e7a1-9da4-b679-4885e115910e"}', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
qwen/qwen3.7-plus:none FAIL 0% 242 in → 53 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': '{"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-a3820410-fd2c-970b-b3eb-94f7cfdf87e0","request_id":"a3820410-fd2c-970b-b3eb-94f7cfdf87e0"}', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
qwen/qwen3.7-plus:xhigh FAIL 0% 240 in → 1,727 out (1,677 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-b16c0e68-4acc-92cf-bc2e-a443bf766b2b","request_id":"b16c0e68-4acc-92cf-bc2e-a443bf766b2b"}', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
tencent/hy3:high FAIL 0% 232 in → 3,184 out (3,144 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:high__json_schema FAIL 0% 232 in → 3,105 out (3,053 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:low FAIL 0% 232 in → 946 out (906 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:low__json_schema FAIL 0% 232 in → 1,137 out (1,013 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:medium FAIL 0% 232 in → 807 out (767 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:medium__json_schema FAIL 0% 232 in → 1,067 out (971 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:none FAIL 0% 235 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% 235 in → 56 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% 232 in → 5,734 out (5,694 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:xhigh__json_schema FAIL 0% 232 in → 3,763 out (3,813 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']
thinkingmachines/inkling-small:high FAIL 0% 228 in → 592 out (573 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:high__json_schema FAIL 0% 228 in → 3,692 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)\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% 228 in → 186 out (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']
thinkingmachines/inkling-small:low__json_schema FAIL 0% 228 in → 142 out (81 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']
thinkingmachines/inkling-small:max FAIL 0% 228 in → 578 out (534 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:max__json_schema FAIL 0% 228 in → 14,633 out (14,572 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']
thinkingmachines/inkling-small:medium FAIL 0% 228 in → 565 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']
thinkingmachines/inkling-small:medium__json_schema FAIL 0% 228 in → 556 out (495 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']
thinkingmachines/inkling-small:none FAIL 0% 228 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=5000, debug=False) requirements.txt flask==2.0.0 requests==2.28.0{"files": {"app.py": "app = Flask(__name__)\napp.run(port=5000, 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% 228 in → 2,351 out (2,307 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% 228 in → 474 out (410 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']
thinkingmachines/inkling:high FAIL 0% 228 in → 890 out (931 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:high__json_schema FAIL 0% 228 in → 1,020 out (957 reasoning)
app.py: app.py app = Flask(__name__) app.run(port=5000, 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=5000, debug=False)\n", "requirements.txt": "requirements.txt\nflask==2.0.0\nrequests==2.28.0\n"}}
Failure: Duplicate file block: app.py
thinkingmachines/inkling:low FAIL 0% 228 in → 320 out (276 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=5000, 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% 228 in → 810 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']
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:medium FAIL 0% 228 in → 706 out (662 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=5000, 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:none FAIL 0% 228 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=5000, debug=False) requirements.txt flask==2.0.0 requests==2.28.0{ "files": { "app.py": "app = Flask(__name__)\napp.run(port=5000, 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:xhigh FAIL 0% 228 in → 640 out (613 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=5000, 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)
x-ai/grok-4.3:high FAIL 0% 395 in → 896 out (859 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% 461 in → 1,961 out (1,906 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:low FAIL 0% 401 in → 562 out (525 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:low__json_schema FAIL 0% 467 in → 744 out (689 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:max FAIL 0% 395 in → 689 out (652 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% 461 in → 1,733 out (1,678 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% 401 in → 632 out (595 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% 467 in → 1,196 out (1,141 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% 393 in → 44 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']
x-ai/grok-4.3:none__json_schema FAIL 0% 459 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
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:xhigh FAIL 0% 395 in → 1,259 out (1,222 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% 461 in → 1,470 out (1,415 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% 422 in → 1,919 out (1,879 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-4.5:high__json_schema FAIL 0% 498 in → 1,586 out (1,523 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']
x-ai/grok-4.5:low FAIL 0% 422 in → 481 out (441 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-4.5:low__json_schema FAIL 0% 498 in → 391 out (328 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']
x-ai/grok-4.5:max FAIL 0% 422 in → 465 out (425 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-4.5:max__json_schema FAIL 0% 498 in → 1,055 out (992 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']
x-ai/grok-4.5:medium FAIL 0% 422 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']
x-ai/grok-4.5:medium__json_schema FAIL 0% 498 in → 1,018 out (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)\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% 422 in → 734 out (694 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-4.5:xhigh__json_schema FAIL 0% 498 in → 1,061 out (998 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']
z-ai/glm-4.7-flash:high FAIL 0% 219 in → 2,522 out (2,616 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']
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:low FAIL 0% 219 in → 2,164 out (2,191 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:low__json_schema FAIL 0% 219 in → 1,287 out (1,219 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:medium FAIL 0% 219 in → 723 out (639 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:medium__json_schema FAIL 0% 219 in → 654 out (591 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:none FAIL 0% 219 in → 38 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']
z-ai/glm-4.7-flash:none__json_schema FAIL 0% 219 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% 219 in → 1,246 out (1,199 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:xhigh__json_schema FAIL 0% 219 in → 1,179 out (1,094 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-5.2:high FAIL 0% 226 in → 742 out (658 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-5.2:high__json_schema FAIL 0% 226 in → 1,303 out (1,248 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-5.2:low FAIL 0% 226 in → 1,095 out (1,032 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-5.2:low__json_schema FAIL 0% 226 in → 1,024 out (939 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-5.2:medium FAIL 0% 226 in → 1,061 out (993 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-5.2:medium__json_schema FAIL 0% 219 in → 1,138 out (1,038 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-5.2:none FAIL 0% 220 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']
z-ai/glm-5.2:none__json_schema FAIL 0% 220 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)", "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% 226 in → 2,621 out (2,582 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=5000, 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)