Refactor multiple files
Tests ability to generate a commit message for a multi-file refactor. Evaluates describing structural reorganization across modules.

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 echo 'old code' > helpers.py
  5. 05 echo 'old code' > utils.py
  6. 06 git add helpers.py utils.py
  7. 07 git commit -m 'Initial commit'
  8. 08 rm helpers.py utils.py
  9. 09 mkdir -p core
  10. 10 echo 'new code' > core/helpers.py
  11. 11 echo 'new code' > core/utils.py
  12. 12 git add -A
Prompt
Generate a concise commit message (max 50 characters) describing the changes in this diff. Focus on the action taken (e.g., 'Add', 'Fix', 'Update', 'Refactor').
Expected
Refactor helpers into core module

Scoped model quality, cost, API time, and token usage for commit_messages/f010.

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Loading raw attempt evidence…
openai/gpt-oss-20b:high__json_schema PASS 96.3% 304 in → 2,021 out (1,414 reasoning)
Refactor: move helpers and utils to core
JSON Schema Structured Output
(raw) {"commit_message":"Refactor: move helpers and utils to core"}
minimax/minimax-m2.5:high PASS 96% 288 in → 185 out (174 reasoning)
Move helpers.py and utils.py to core/
tencent/hy3:medium PASS 96% 268 in → 644 out (633 reasoning)
Refactor: move helpers and utils to core
deepseek/deepseek-v4-flash-0731:low PASS 95.7% 266 in → 288 out (281 reasoning)
Move helpers and utils to core
deepseek/deepseek-v4-pro:high PASS 95.7% 266 in → 327 out (320 reasoning)
Move helpers and utils to core
minimax/minimax-m2.7:medium PASS 95.7% 290 in → 217 out (210 reasoning)
Move helpers and utils to core
openai/gpt-oss-120b:medium__json_schema PASS 95.3% 304 in → 187 out (122 reasoning)
Refactor: move helpers and utils into core
JSON Schema Structured Output
(raw) { "commit_message": "Refactor: move helpers and utils into core" }
anthropic/claude-haiku-4.5:none__json_schema PASS 95% 490 in → 17 out (0 reasoning)
Move helpers and utils to core package
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers and utils to core package"}
deepseek/deepseek-v4-flash-0731:none__json_schema PASS 95% 266 in → 14 out (0 reasoning)
Move helpers and utils to core/
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers and utils to core/"}
google/gemma-4-26b-a4b-it:high__json_schema PASS 95% 347 in → 513 out (462 reasoning)
Move helpers and utils to core/
JSON Schema Structured Output
(raw) { "commit_message": "Move helpers and utils to core/" }
nvidia/nemotron-3-nano-30b-a3b:high PASS 95% 311 in → 376 out (274 reasoning)
Move helpers and utils to core
nvidia/nemotron-3-super-120b-a12b:none__json_schema PASS 95% 311 in → 20 out (0 reasoning)
Refactor: Move helpers and utils into core module
JSON Schema Structured Output
(raw) { "commit_message": "Refactor: Move helpers and utils into core module" }
google/gemini-3.1-flash-lite-preview:medium PASS 94.7% 332 in → 228 out (221 reasoning)
Move helpers and utils to core/
openai/gpt-oss-120b:low PASS 94.3% 321 in → 155 out (137 reasoning)
Refactor: relocate helpers and utils to core
poolside/laguna-xs-2.1:low PASS 94.3% 308 in → 404 out (395 reasoning)
Refactor: Move helpers and utils to core
qwen/qwen3.6-27b:medium__json_schema PASS 94.3% 305 in → 1,611 out (1,317 reasoning)
Move helpers and utils to core/
JSON Schema Structured Output
(raw) { "commit_message": "Move helpers and utils to core/" }
arcee-ai/trinity-large-thinking:high PASS 94% 255 in → 1,347 out (1,349 reasoning)
Move helpers and utils to core
moonshotai/kimi-k2.6:xhigh__json_schema PASS 94% 444 in → 535 out (522 reasoning)
Move helpers and utils to core
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils to core"}
tencent/hy3:high PASS 94% 268 in → 1,577 out (1,312 reasoning)
Refactor: move helpers and utils to core
deepseek/deepseek-v4-flash:medium PASS 93.7% 266 in → 156 out (154 reasoning)
Move helpers and utils to core/
deepseek/deepseek-v4-flash:none PASS 93.7% 266 in → 9 out (0 reasoning)
Refactor helpers and utils into core/
anthropic/claude-opus-4.8:medium PASS 93.3% 385 in → 13 out (0 reasoning)
Move helpers and utils into core package
anthropic/claude-sonnet-4.6:medium PASS 93.3% 321 in → 11 out (0 reasoning)
Move helpers and utils modules to core/
anthropic/claude-sonnet-5:xhigh__json_schema PASS 93.3% 606 in → 23 out (0 reasoning)
Move helpers and utils into core module
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers and utils into core module"}
deepseek/deepseek-v4-pro:none__json_schema PASS 93.3% 266 in → 20 out (0 reasoning)
Refactor: Move helpers and utils to core module
JSON Schema Structured Output
(raw) { "commit_message": "Refactor: Move helpers and utils to core module" }
google/gemini-3-flash-preview:medium PASS 93.3% 332 in → 511 out (504 reasoning)
Move helpers and utils to core/
google/gemini-3.1-pro-preview:xhigh PASS 93.3% 332 in → 730 out (719 reasoning)
Move helpers.py and utils.py to core/
google/gemini-3.1-pro-preview:xhigh__json_schema PASS 93.3% 395 in → 517 out (503 reasoning)
Move helpers and utils to core directory
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers and utils to core directory"}
google/gemini-3.5-flash:xhigh PASS 93.3% 332 in → 510 out (504 reasoning)
Move helpers and utils to core
google/gemini-3.6-flash:low PASS 93.3% 333 in → 235 out (228 reasoning)
Move helpers and utils to core/
google/gemma-4-31b-it:xhigh__json_schema PASS 93.3% 348 in → 231 out (189 reasoning)
Move helpers and utils to core/
JSON Schema Structured Output
(raw) { "commit_message": "Move helpers and utils to core/" }
minimax/minimax-m2.5:low PASS 93.3% 290 in → 234 out (226 reasoning)
Move utils and helpers to core/
minimax/minimax-m2.7:low__json_schema PASS 93.3% 424 in → 236 out (217 reasoning)
Move helpers and utils to core directory
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers and utils to core directory"}
minimax/minimax-m3:high PASS 93.3% 426 in → 74 out (78 reasoning)
Move helpers and utils to core/
mistralai/devstral-2512 PASS 93.3% 298 in → 10 out
"Move helpers and utils to core module"
mistralai/mistral-medium-3-5:high__json_schema PASS 93.3% 298 in → 376 out (388 reasoning)
Move helpers/utils to core/
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers/utils to core/"}
mistralai/mistral-medium-3-5:xhigh PASS 93.3% 310 in → 759 out (852 reasoning)
Move helpers and utils to core/
moonshotai/kimi-k2.6:medium__json_schema PASS 93.3% 258 in → 776 out (763 reasoning)
Move helpers and utils to core
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils to core"}
nvidia/nemotron-3-super-120b-a12b:high PASS 93.3% 311 in → 195 out (125 reasoning)
Move helpers and utils into core/
nvidia/nemotron-3-super-120b-a12b:high__json_schema PASS 93.3% 311 in → 363 out (284 reasoning)
Move helpers and utils to core directory
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers and utils to core directory"}
openai/gpt-5.4-mini:none PASS 93.3% 256 in → 11 out (0 reasoning)
Move helpers and utils into core/
openai/gpt-5.4-nano:high__json_schema PASS 93.3% 294 in → 135 out (114 reasoning)
Move helpers and utils into core
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils into core"}
openai/gpt-5.4-nano:none__json_schema PASS 93.3% 294 in → 21 out (0 reasoning)
Refactor: move helpers and utils modules
JSON Schema Structured Output
(raw) {"commit_message":"Refactor: move helpers and utils modules"}
openai/gpt-5.4:xhigh__json_schema PASS 93.3% 294 in → 226 out (205 reasoning)
Move helpers and utils into core
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils into core"}
openai/gpt-5.5:xhigh PASS 93.3% 256 in → 93 out (81 reasoning)
Move helpers and utils into core
openai/gpt-5.6-sol:max__json_schema PASS 93.3% 294 in → 101 out (80 reasoning)
Move helpers and utils into core
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils into core"}
openai/gpt-5.6-sol:xhigh__json_schema PASS 93.3% 294 in → 75 out (54 reasoning)
Move helpers and utils into core
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils into core"}
openai/gpt-5.6-terra:low__json_schema PASS 93.3% 294 in → 19 out (0 reasoning)
Move helpers and utils into core
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils into core"}
qwen/qwen3.6-27b:xhigh__json_schema PASS 93.3% 305 in → 1,591 out (1,407 reasoning)
Move helpers and utils to core/
JSON Schema Structured Output
(raw) { "commit_message": "Move helpers and utils to core/" }
qwen/qwen3.6-35b-a3b:medium__json_schema PASS 93.3% 305 in → 1,585 out (1,353 reasoning)
Move helpers and utils to core/
JSON Schema Structured Output
(raw) { "commit_message": "Move helpers and utils to core/" }
qwen/qwen3.6-35b-a3b:xhigh__json_schema PASS 93.3% 305 in → 1,172 out (1,060 reasoning)
Move helpers and utils to core/
JSON Schema Structured Output
(raw) { "commit_message": "Move helpers and utils to core/" }
qwen/qwen3.6-flash:high PASS 93.3% 305 in → 1,670 out (1,659 reasoning)
Move helpers and utils to core
qwen/qwen3.7-flash:low PASS 93.3% 305 in → 949 out (937 reasoning)
Move helpers and utils to core/
qwen/qwen3.7-max:medium PASS 93.3% 305 in → 517 out (505 reasoning)
Move helpers and utils to core/
x-ai/grok-4.3:high PASS 93.3% 431 in → 556 out (548 reasoning)
Move helpers.py/utils.py to core/
openai/gpt-5.4-mini:low PASS 93% 256 in → 116 out (102 reasoning)
Refactor helpers and utils into core/
openai/gpt-5.6-luna:high__json_schema PASS 93% 294 in → 19 out (0 reasoning)
Move helpers and utils into core
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils into core"}
poolside/laguna-xs-2.1:xhigh PASS 93% 308 in → 1,031 out (1,022 reasoning)
Refactor: move helpers and utils to core
qwen/qwen3.6-flash:medium PASS 93% 305 in → 1,563 out (1,549 reasoning)
Refactor: move helpers and utils to core
qwen/qwen3.7-plus:none PASS 93% 307 in → 7 out (0 reasoning)
Move helpers and utils to core package
z-ai/glm-4.7-flash:high__json_schema PASS 93% 259 in → 645 out (622 reasoning)
Move helpers and utils to core
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers and utils to core"}
z-ai/glm-5.2:none__json_schema PASS 93% 260 in → 16 out (0 reasoning)
Move helpers and utils to core directory
JSON Schema Structured Output
(raw) { "commit_message": "Move helpers and utils to core directory" }
anthropic/claude-fable-5:medium PASS 92.7% 385 in → 13 out (0 reasoning)
Move helpers and utils into core package
anthropic/claude-fable-5:xhigh PASS 92.7% 385 in → 80 out (50 reasoning)
``` Move helpers and utils into core package ```
anthropic/claude-opus-4.6:high__json_schema PASS 92.7% 491 in → 16 out (0 reasoning)
Move helpers and utils into core package
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils into core package"}
anthropic/claude-sonnet-5:high__json_schema PASS 92.7% 606 in → 23 out (0 reasoning)
Move utils and helpers into core module
JSON Schema Structured Output
(raw) {"commit_message": "Move utils and helpers into core module"}
arcee-ai/trinity-large-thinking:medium PASS 92.7% 255 in → 1,071 out (1,074 reasoning)
Move helpers and utils to core
deepseek/deepseek-v4-flash-0731:low__json_schema PASS 92.7% 266 in → 141 out (126 reasoning)
Move utils and helpers to core
JSON Schema Structured Output
(raw) { "commit_message": "Move utils and helpers to core" }
deepseek/deepseek-v4-flash:xhigh__json_schema PASS 92.7% 345 in → 830 out (865 reasoning)
Move helpers and utils to core/
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils to core/"}
deepseek/deepseek-v4-pro:medium PASS 92.7% 266 in → 269 out (269 reasoning)
Move helpers and utils to core
google/gemini-3.1-flash-lite-preview:medium__json_schema PASS 92.7% 395 in → 224 out (203 reasoning)
Refactor: Move helpers and utils to core/
JSON Schema Structured Output
(raw) { "commit_message": "Refactor: Move helpers and utils to core/" }
google/gemini-3.1-pro-preview:medium__json_schema PASS 92.7% 395 in → 176 out (163 reasoning)
Move helpers and utils to core/
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils to core/"}
google/gemini-3.5-flash:high__json_schema PASS 92.7% 395 in → 442 out (429 reasoning)
Move helpers and utils to core/
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils to core/"}
google/gemini-3.6-flash:max PASS 92.7% 332 in → 451 out (444 reasoning)
Move helpers and utils to core/
google/gemini-3.6-flash:max__json_schema PASS 92.7% 395 in → 457 out (444 reasoning)
Move helpers and utils to core/
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils to core/"}
minimax/minimax-m3:xhigh PASS 92.7% 426 in → 161 out (159 reasoning)
Move helpers.py and utils.py to core/
nvidia/nemotron-3-super-120b-a12b:medium PASS 92.7% 311 in → 460 out (373 reasoning)
Move helpers and utils to core
openai/gpt-5.4-mini:low__json_schema PASS 92.7% 294 in → 65 out (42 reasoning)
Refactor helpers and utils into core/
JSON Schema Structured Output
(raw) {"commit_message":"Refactor helpers and utils into core/"}
openai/gpt-5.4-nano:medium__json_schema PASS 92.7% 294 in → 247 out (223 reasoning)
Refactor: move helpers & utils to core
JSON Schema Structured Output
(raw) {"commit_message":"Refactor: move helpers & utils to core"}
openai/gpt-5.4:low PASS 92.7% 256 in → 85 out (72 reasoning)
Move helpers and utils into core module
openai/gpt-5.4:none__json_schema PASS 92.7% 294 in → 19 out (0 reasoning)
Move helpers and utils into core
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils into core"}
openai/gpt-5.6-sol:low__json_schema PASS 92.7% 294 in → 19 out (0 reasoning)
Move helpers and utils into core
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils into core"}
poolside/laguna-xs.2:high PASS 92.7% 345 in → 260 out (248 reasoning)
Add core helpers/utils, remove old root files
qwen/qwen3.6-27b:high__json_schema PASS 92.7% 305 in → 1,436 out (1,235 reasoning)
Move helpers and utils to core/
JSON Schema Structured Output
(raw) { "commit_message": "Move helpers and utils to core/" }
qwen/qwen3.6-35b-a3b:xhigh PASS 92.7% 305 in → 1,859 out (1,608 reasoning)
Move helpers and utils to core/
qwen/qwen3.6-flash:low PASS 92.7% 305 in → 486 out (475 reasoning)
Move helpers and utils to core
qwen/qwen3.6-flash:none PASS 92.7% 307 in → 6 out (0 reasoning)
Move helpers and utils to core
qwen/qwen3.7-flash:medium PASS 92.7% 305 in → 2,161 out (2,147 reasoning)
Refactor: move helpers and utils to core
thinkingmachines/inkling:low PASS 92.7% 265 in → 49 out (44 reasoning)
Move helpers and utils into core/
thinkingmachines/inkling:none PASS 92.7% 265 in → 10 out (0 reasoning)
Move helpers and utils to core directory<|end_message|>
x-ai/grok-4.3:low__json_schema PASS 92.7% 497 in → 208 out (198 reasoning)
Move helpers/utils into core/
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers/utils into core/"}
x-ai/grok-4.5:max PASS 92.7% 480 in → 279 out (272 reasoning)
Move helpers and utils into core/
google/gemini-3.6-flash:high__json_schema PASS 92.5% 333 in → 502 out (490 reasoning)
Move helpers and utils into core
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils into core"}
anthropic/claude-opus-4.7:none PASS 92.3% 390 in → 15 out (0 reasoning)
Move helpers and utils to core module
anthropic/claude-opus-4.8:max__json_schema PASS 92.3% 606 in → 133 out (63 reasoning)
Move helpers and utils into core module
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers and utils into core module"}
deepseek/deepseek-v4-flash:low PASS 92.3% 266 in → 734 out (775 reasoning)
Move helpers and utils to core
google/gemma-4-26b-a4b-it:medium__json_schema PASS 92.3% 348 in → 396 out (349 reasoning)
Move helpers and utils to core/
JSON Schema Structured Output
(raw) { "commit_message": "Move helpers and utils to core/" }
google/gemma-4-26b-a4b-it:xhigh PASS 92.3% 348 in → 402 out (394 reasoning)
Move helpers and utils to core directory
openai/gpt-5.4-mini:none__json_schema PASS 92.3% 294 in → 19 out (0 reasoning)
Move helpers and utils into core
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils into core"}
qwen/qwen3.7-plus:xhigh PASS 92.3% 305 in → 1,378 out (1,364 reasoning)
Move helpers.py and utils.py to core/
tencent/hy3:xhigh PASS 92.3% 268 in → 2,158 out (2,150 reasoning)
Move helpers and utils to core
x-ai/grok-4.5:low PASS 92.3% 480 in → 172 out (165 reasoning)
Move helpers/utils into core/
anthropic/claude-sonnet-4.6:max PASS 92% 321 in → 156 out (134 reasoning)
`Move helpers and utils to core directory`
anthropic/claude-sonnet-4.6:xhigh__json_schema PASS 92% 491 in → 16 out (0 reasoning)
Move helpers and utils to core module
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils to core module"}
arcee-ai/trinity-large-thinking:xhigh PASS 92% 255 in → 712 out (706 reasoning)
Move helpers and utils to core
deepseek/deepseek-v4-flash:xhigh PASS 92% 345 in → 4,562 out (4,552 reasoning)
Refactor helpers and utils into core/
google/gemini-3.5-flash:low PASS 92% 332 in → 161 out (154 reasoning)
Move helpers and utils into core/
minimax/minimax-m3:high__json_schema PASS 92% 374 in → 21 out (20 reasoning)
Move helpers.py and utils.py to core/ subdirectory
JSON Schema Structured Output
(raw) { "commit_message": "Move helpers.py and utils.py to core/ subdirectory" }
moonshotai/kimi-k2.7-code:medium PASS 92% 258 in → 235 out (227 reasoning)
Move helpers and utils into core
openai/gpt-5.4-mini:high__json_schema PASS 92% 294 in → 208 out (187 reasoning)
Move helpers and utils into core
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils into core"}
openai/gpt-5.4:none PASS 92% 256 in → 10 out (0 reasoning)
Move helpers and utils into core
openai/gpt-5.5:high__json_schema PASS 92% 294 in → 19 out (0 reasoning)
Move helpers and utils into core
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils into core"}
openai/gpt-5.5:xhigh__json_schema PASS 92% 294 in → 111 out (90 reasoning)
Move helpers and utils into core
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils into core"}
poolside/laguna-xs.2:none PASS 92% 345 in → 11 out (0 reasoning)
Refactor: move helpers and utils to core module
x-ai/grok-4.5:low__json_schema PASS 92% 552 in → 168 out (154 reasoning)
Move helpers and utils into core/
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils into core/"}
anthropic/claude-fable-5:medium__json_schema PASS 91.7% 606 in → 23 out (0 reasoning)
Move utils and helpers into core package
JSON Schema Structured Output
(raw) {"commit_message": "Move utils and helpers into core package"}
anthropic/claude-opus-4.6:low PASS 91.7% 321 in → 10 out (0 reasoning)
Move helpers and utils into core package
anthropic/claude-opus-4.6:max__json_schema PASS 91.7% 491 in → 89 out (57 reasoning)
Move helpers and utils into core package
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils into core package"}
anthropic/claude-opus-4.8:low__json_schema PASS 91.7% 606 in → 23 out (0 reasoning)
Move helpers and utils into core package
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils into core package"}
anthropic/claude-opus-4.8:none PASS 91.7% 385 in → 13 out (0 reasoning)
Move helpers and utils into core module
anthropic/claude-sonnet-4.6:high PASS 91.7% 321 in → 34 out (10 reasoning)
`Move helpers and utils into core directory`
anthropic/claude-sonnet-4.6:low PASS 91.7% 321 in → 10 out (0 reasoning)
Move helpers and utils to core module
anthropic/claude-sonnet-4.6:medium__json_schema PASS 91.7% 491 in → 16 out (0 reasoning)
Move helpers and utils to core package
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils to core package"}
anthropic/claude-sonnet-5:xhigh PASS 91.7% 385 in → 17 out (0 reasoning)
Move helpers.py and utils.py into core/
deepseek/deepseek-v4-flash-0731:max PASS 91.7% 345 in → 59 out (50 reasoning)
Move helpers and utils to core package
deepseek/deepseek-v4-flash-0731:none PASS 91.7% 266 in → 9 out (0 reasoning)
Refactor: Move helpers/utils to core
deepseek/deepseek-v4-flash:high PASS 91.7% 266 in → 131 out (123 reasoning)
Move helpers and utils to core
deepseek/deepseek-v4-pro:low__json_schema PASS 91.7% 266 in → 270 out (274 reasoning)
Move helpers and utils into core
JSON Schema Structured Output
(raw) { "commit_message": "Move helpers and utils into core" }
deepseek/deepseek-v4-pro:medium__json_schema PASS 91.7% 457 in → 178 out (163 reasoning)
Move helpers and utils to core directory
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers and utils to core directory"}
google/gemini-3-flash-preview:high__json_schema PASS 91.7% 395 in → 362 out (348 reasoning)
Move helpers and utils to core directory
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers and utils to core directory"}
google/gemini-3-flash-preview:medium__json_schema PASS 91.7% 395 in → 375 out (356 reasoning)
Move helpers and utils to core directory
JSON Schema Structured Output
(raw) { "commit_message": "Move helpers and utils to core directory" }
google/gemini-3-flash-preview:xhigh PASS 91.7% 332 in → 341 out (335 reasoning)
Move helpers and utils to core
google/gemini-3.5-flash-lite:high PASS 91.7% 332 in → 464 out (453 reasoning)
Move helpers.py and utils.py to core/
google/gemini-3.5-flash-lite:high__json_schema PASS 91.7% 333 in → 372 out (353 reasoning)
Move helper and util files to core
JSON Schema Structured Output
(raw) { "commit_message": "Move helper and util files to core" }
google/gemini-3.5-flash-lite:max PASS 91.7% 333 in → 496 out (489 reasoning)
Move helpers and utils to core/
google/gemini-3.5-flash-lite:medium PASS 91.7% 333 in → 331 out (324 reasoning)
Move helpers and utils to core/
google/gemini-3.5-flash:xhigh__json_schema PASS 91.7% 395 in → 464 out (452 reasoning)
Move helpers and utils to core
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils to core"}
google/gemma-4-26b-a4b-it:high PASS 91.7% 348 in → 465 out (428 reasoning)
Move helpers and utils to core/
google/gemma-4-26b-a4b-it:none__json_schema PASS 91.7% 345 in → 15 out (0 reasoning)
Move helpers and utils to core directory
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers and utils to core directory"}
google/gemma-4-31b-it:high PASS 91.7% 347 in → 294 out (250 reasoning)
Move helpers and utils to core/
google/gemma-4-31b-it:medium__json_schema PASS 91.7% 347 in → 260 out (210 reasoning)
Move helpers and utils to core/
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers and utils to core/"}
minimax/minimax-m2.7:medium__json_schema PASS 91.7% 287 in → 248 out (260 reasoning)
Refactor utilities to core/
JSON Schema Structured Output
(raw) { "commit_message": "Refactor utilities to core/" }
moonshotai/kimi-k2.7-code:high PASS 91.7% 258 in → 230 out (222 reasoning)
Move helpers and utils into core
moonshotai/kimi-k2.7-code:xhigh__json_schema PASS 91.7% 345 in → 196 out (182 reasoning)
Move helpers and utils to core
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers and utils to core"}
nvidia/nemotron-3-super-120b-a12b:low__json_schema PASS 91.7% 311 in → 528 out (427 reasoning)
Move helpers and utils to core/
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers and utils to core/"}
nvidia/nemotron-3-super-120b-a12b:medium__json_schema PASS 91.7% 311 in → 396 out (327 reasoning)
Move helpers and utils to core
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers and utils to core"}
openai/gpt-5.4-mini:medium PASS 91.7% 256 in → 77 out (64 reasoning)
Refactor helpers and utils into core
openai/gpt-5.4-mini:medium__json_schema PASS 91.7% 294 in → 74 out (53 reasoning)
Move helpers and utils into core
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils into core"}
openai/gpt-5.4-mini:xhigh PASS 91.7% 256 in → 367 out (354 reasoning)
Move helpers and utils into core/
openai/gpt-5.4:low__json_schema PASS 91.7% 294 in → 42 out (21 reasoning)
Move helpers and utils into core
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils into core"}
openai/gpt-5.4:medium PASS 91.7% 256 in → 122 out (109 reasoning)
Move helpers and utils into core package
openai/gpt-5.4:medium__json_schema PASS 91.7% 294 in → 95 out (74 reasoning)
Move helpers and utils into core
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils into core"}
openai/gpt-5.6-luna:max PASS 91.7% 256 in → 11 out (0 reasoning)
Move helpers and utils into core directory
openai/gpt-5.6-luna:medium__json_schema PASS 91.7% 294 in → 19 out (0 reasoning)
Move helpers and utils into core
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils into core"}
openai/gpt-5.6-sol:medium PASS 91.7% 256 in → 11 out (0 reasoning)
Move helpers and utils into core module
openai/gpt-5.6-sol:medium__json_schema PASS 91.7% 294 in → 19 out (0 reasoning)
Move helpers and utils into core
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils into core"}
openai/gpt-5.6-sol:none__json_schema PASS 91.7% 294 in → 19 out (0 reasoning)
Move helpers and utils into core
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils into core"}
openai/gpt-oss-120b:low__json_schema PASS 91.7% 304 in → 77 out (54 reasoning)
Refactor: move helpers and utils into core
JSON Schema Structured Output
(raw) {"commit_message":"Refactor: move helpers and utils into core"}
openai/gpt-oss-120b:medium PASS 91.7% 319 in → 194 out (167 reasoning)
Refactor: move helpers and utils into core
openai/gpt-oss-120b:xhigh__json_schema PASS 91.7% 317 in → 827 out (502 reasoning)
Move helpers and utils to core
JSON Schema Structured Output
(raw) { "commit_message": "Move helpers and utils to core" }
poolside/laguna-m.1:medium PASS 91.7% 308 in → 323 out (313 reasoning)
Move helpers and utils into core module
poolside/laguna-m.1:none__json_schema PASS 91.7% 308 in → 14 out (0 reasoning)
Move helpers/utils to core/ directory
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers/utils to core/ directory"}
poolside/laguna-m.1:xhigh__json_schema PASS 91.7% 308 in → 349 out (330 reasoning)
Move helpers and utils to core
JSON Schema Structured Output
(raw) { "commit_message": "Move helpers and utils to core" }
poolside/laguna-xs.2:low__json_schema PASS 91.7% 345 in → 269 out (255 reasoning)
Move helpers and utils to core
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers and utils to core"}
qwen/qwen3.6-27b:low__json_schema PASS 91.7% 305 in → 1,710 out (1 reasoning)
Move helpers and utils to core/
JSON Schema Structured Output
(raw) { "commit_message": "Move helpers and utils to core/" }
qwen/qwen3.6-27b:none__json_schema PASS 91.7% 307 in → 17 out (0 reasoning)
Move helpers and utils to core
JSON Schema Structured Output
(raw) { "commit_message": "Move helpers and utils to core" }
qwen/qwen3.6-27b:xhigh PASS 91.7% 305 in → 1,685 out (1,301 reasoning)
Move helpers.py and utils.py to core/
qwen/qwen3.6-35b-a3b:high PASS 91.7% 305 in → 1,308 out (1,078 reasoning)
Move helpers and utils to core
qwen/qwen3.6-35b-a3b:high__json_schema PASS 91.7% 305 in → 1,323 out (1,166 reasoning)
Move helpers and utils to core/
JSON Schema Structured Output
(raw) { "commit_message": "Move helpers and utils to core/" }
qwen/qwen3.6-flash:xhigh PASS 91.7% 305 in → 525 out (514 reasoning)
Move helpers and utils to core
qwen/qwen3.7-plus:high PASS 91.7% 305 in → 1,432 out (1,421 reasoning)
Move helpers and utils to core
thinkingmachines/inkling-small:high PASS 91.7% 265 in → 223 out (210 reasoning)
Move helpers and utils to core
thinkingmachines/inkling-small:high__json_schema PASS 91.7% 265 in → 203 out (186 reasoning)
Move helpers and utils to core
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers and utils to core"}
thinkingmachines/inkling-small:low PASS 91.7% 265 in → 178 out (172 reasoning)
Move helpers and utils to core
thinkingmachines/inkling-small:none PASS 91.7% 265 in → 10 out (0 reasoning)
Move helpers and utils to core directory<|end_message|>
thinkingmachines/inkling:high PASS 91.7% 265 in → 344 out (332 reasoning)
Move helpers and utils to core
thinkingmachines/inkling:low__json_schema PASS 91.7% 265 in → 67 out (50 reasoning)
Move helpers and utils into core
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers and utils into core"}
thinkingmachines/inkling:xhigh__json_schema PASS 91.7% 265 in → 201 out (182 reasoning)
Move helpers and utils to core
JSON Schema Structured Output
(raw) { "commit_message": "Move helpers and utils to core" }
x-ai/grok-4.3:max PASS 91.7% 431 in → 355 out (349 reasoning)
Move helpers/utils to core/
x-ai/grok-4.5:high PASS 91.7% 480 in → 487 out (480 reasoning)
Move helpers/utils to core/
z-ai/glm-4.7-flash:low__json_schema PASS 91.7% 259 in → 632 out (584 reasoning)
Move helpers and utils to core
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers and utils to core"}
z-ai/glm-5.2:high PASS 91.7% 266 in → 293 out (267 reasoning)
Move helpers and utils to core/
z-ai/glm-5.2:medium__json_schema PASS 91.7% 266 in → 555 out (387 reasoning)
Move helpers and utils to core directory
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers and utils to core directory"}
anthropic/claude-haiku-4.5:low__json_schema PASS 91.3% 520 in → 638 out (475 reasoning)
Move helpers and utils to core directory
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers and utils to core directory"}
google/gemini-3.5-flash:medium__json_schema PASS 91.3% 395 in → 224 out (211 reasoning)
Move helpers and utils to core
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers and utils to core"}
google/gemma-4-31b-it:none__json_schema PASS 91.3% 345 in → 20 out (0 reasoning)
Move helpers and utils to core directory
JSON Schema Structured Output
(raw) { "commit_message": "Move helpers and utils to core directory" }
minimax/minimax-m2.5:high__json_schema PASS 91.3% 288 in → 158 out (163 reasoning)
Move utility files to core module
JSON Schema Structured Output
(raw) { "commit_message": "Move utility files to core module" }
moonshotai/kimi-k2.6:high PASS 91.3% 258 in → 999 out (927 reasoning)
Move helpers and utils to core directory
openai/gpt-5.4:high__json_schema PASS 91.3% 294 in → 139 out (117 reasoning)
Move helpers and utils into core package
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils into core package"}
openai/gpt-5.6-luna:xhigh PASS 91.3% 256 in → 11 out (0 reasoning)
Move helpers and utils into core directory
openai/gpt-oss-20b:low PASS 91.3% 319 in → 66 out (49 reasoning)
Move helpers and utils into core directory.
poolside/laguna-xs.2:xhigh__json_schema PASS 91.3% 345 in → 216 out (202 reasoning)
Move helpers and utils to core
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers and utils to core"}
qwen/qwen3.6-35b-a3b:none PASS 91.3% 307 in → 7 out (0 reasoning)
Move helpers and utils to core
thinkingmachines/inkling-small:max PASS 91.3% 265 in → 221 out (209 reasoning)
Move helpers and utils to core
x-ai/grok-4.3:none__json_schema PASS 91.3% 489 in → 13 out (0 reasoning)
Move helpers.py and utils.py to core/
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers.py and utils.py to core/"}
x-ai/grok-4.5:max__json_schema PASS 91.3% 552 in → 14 out (0 reasoning)
Move helpers and utils into core/
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers and utils into core/"}
anthropic/claude-fable-5:xhigh__json_schema PASS 91% 606 in → 23 out (0 reasoning)
Move helpers and utils into core package
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers and utils into core package"}
anthropic/claude-haiku-4.5:high__json_schema PASS 91% 520 in → 715 out (509 reasoning)
Move helpers and utils to core module
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers and utils to core module"}
anthropic/claude-opus-4.6:max PASS 91% 321 in → 83 out (57 reasoning)
Move helpers and utils into core package
anthropic/claude-opus-4.7:high__json_schema PASS 91% 611 in → 25 out (0 reasoning)
Move helpers and utils into core module
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils into core module"}
anthropic/claude-opus-4.7:low__json_schema PASS 91% 611 in → 25 out (0 reasoning)
Move helpers and utils into core package
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils into core package"}
anthropic/claude-opus-4.7:medium__json_schema PASS 91% 611 in → 25 out (0 reasoning)
Move helpers and utils to core module
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils to core module"}
anthropic/claude-sonnet-4.6:max__json_schema PASS 91% 491 in → 68 out (40 reasoning)
Move helpers and utils into core module
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils into core module"}
anthropic/claude-sonnet-4.6:xhigh PASS 91% 321 in → 34 out (10 reasoning)
`Move helpers and utils into core directory`
anthropic/claude-sonnet-5:low__json_schema PASS 91% 606 in → 27 out (0 reasoning)
Move helpers.py and utils.py into core module
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers.py and utils.py into core module"}
anthropic/claude-sonnet-5:none__json_schema PASS 91% 606 in → 22 out (0 reasoning)
Move helpers and utils into core module
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers and utils into core module"}
arcee-ai/trinity-large-thinking:low PASS 91% 255 in → 721 out (717 reasoning)
Move helpers and utils to core
deepseek/deepseek-v4-flash-0731:high PASS 91% 345 in → 320 out (321 reasoning)
Move helpers and utils to core
deepseek/deepseek-v4-flash-0731:medium__json_schema PASS 91% 266 in → 105 out (99 reasoning)
Move helpers and utils to core
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils to core"}
deepseek/deepseek-v4-flash-0731:xhigh PASS 91% 266 in → 356 out (290 reasoning)
Move helpers and utils to core/
deepseek/deepseek-v4-flash:none__json_schema PASS 91% 266 in → 17 out (0 reasoning)
Move helpers.py and utils.py to core/
JSON Schema Structured Output
(raw) { "commit_message": "Move helpers.py and utils.py to core/" }
google/gemini-3.1-pro-preview:high PASS 91% 332 in → 397 out (390 reasoning)
Move helpers and utils to core/
google/gemini-3.1-pro-preview:medium PASS 91% 332 in → 534 out (527 reasoning)
Move helpers and utils to core/
google/gemini-3.6-flash:high PASS 91% 332 in → 532 out (521 reasoning)
Move helpers.py and utils.py to core/
google/gemma-4-26b-a4b-it:medium PASS 91% 348 in → 424 out (373 reasoning)
Move helpers and utils to core/
google/gemma-4-31b-it:high__json_schema PASS 91% 348 in → 359 out (293 reasoning)
Move helpers and utils to core directory
JSON Schema Structured Output
(raw) { "commit_message": "Move helpers and utils to core directory" }
google/gemma-4-31b-it:xhigh PASS 91% 348 in → 269 out (213 reasoning)
Move helpers and utils to core/
minimax/minimax-m2.5:low__json_schema PASS 91% 288 in → 288 out (271 reasoning)
Move helpers and utils to core module
JSON Schema Structured Output
(raw) { "commit_message": "Move helpers and utils to core module" }
minimax/minimax-m3:low__json_schema PASS 91% 413 in → 17 out (0 reasoning)
Move helpers and utils into core directory
JSON Schema Structured Output
(raw) { "commit_message": "Move helpers and utils into core directory" }
mistralai/mistral-medium-3-5:low__json_schema PASS 91% 298 in → 1,950 out (1,831 reasoning)
Move helpers/utils to core
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers/utils to core"}
openai/gpt-5.4:xhigh PASS 91% 256 in → 125 out (113 reasoning)
Move helpers and utils into core
openai/gpt-5.5:low__json_schema PASS 91% 294 in → 19 out (0 reasoning)
Move helpers and utils into core
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils into core"}
openai/gpt-5.6-luna:xhigh__json_schema PASS 91% 294 in → 19 out (0 reasoning)
Move helpers and utils into core
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils into core"}
openai/gpt-5.6-sol:none PASS 91% 256 in → 11 out (0 reasoning)
Move helpers and utils into core package
openai/gpt-5.6-terra:high PASS 91% 256 in → 11 out (0 reasoning)
Move helpers and utils into core module
openai/gpt-5.6-terra:medium__json_schema PASS 91% 294 in → 19 out (0 reasoning)
Move helpers and utils into core
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils into core"}
openai/gpt-5.6-terra:xhigh__json_schema PASS 91% 294 in → 80 out (58 reasoning)
Move helpers and utils into core package
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils into core package"}
openai/gpt-oss-20b:medium__json_schema PASS 91% 315 in → 112 out (101 reasoning)
Move helpers & utils into core
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers & utils into core"}
openai/gpt-oss-20b:xhigh PASS 91% 317 in → 1,122 out (1,101 reasoning)
Move helpers and utils to core.
poolside/laguna-m.1:high__json_schema PASS 91% 308 in → 312 out (295 reasoning)
Move helpers.py and utils.py to core/
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers.py and utils.py to core/"}
poolside/laguna-m.1:low PASS 91% 308 in → 386 out (376 reasoning)
Move helpers and utils to core directory
qwen/qwen3.6-35b-a3b:low PASS 91% 305 in → 1,012 out (1,001 reasoning)
Move helpers and utils to core
qwen/qwen3.7-plus:medium PASS 91% 305 in → 1,397 out (1,384 reasoning)
Move helpers.py and utils.py to core
x-ai/grok-4.3:none PASS 91% 429 in → 7 out (0 reasoning)
Move helpers/utils to core/ directory
x-ai/grok-4.5:medium__json_schema PASS 91% 552 in → 14 out (0 reasoning)
Move helpers and utils to core/
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils to core/"}
z-ai/glm-4.7-flash:high PASS 91% 259 in → 663 out (653 reasoning)
Move helpers and utils to core
z-ai/glm-5.2:xhigh PASS 91% 266 in → 398 out (389 reasoning)
Move helpers and utils to core dir
z-ai/glm-5.2:xhigh__json_schema PASS 91% 266 in → 227 out (212 reasoning)
Move helpers and utils to core
JSON Schema Structured Output
(raw) { "commit_message": "Move helpers and utils to core" }
google/gemini-3.1-flash-lite-preview:high PASS 90.7% 333 in → 420 out (413 reasoning)
Move helpers and utils to core/
minimax/minimax-m3:xhigh__json_schema PASS 90.7% 374 in → 18 out (17 reasoning)
Move helpers and utils to core/ subdirectory
JSON Schema Structured Output
(raw) { "commit_message": "Move helpers and utils to core/ subdirectory" }
moonshotai/kimi-k2.6:low PASS 90.7% 258 in → 670 out (603 reasoning)
Move helpers and utils to core
poolside/laguna-xs.2:high__json_schema PASS 90.7% 345 in → 513 out (499 reasoning)
Move helpers and utils to core
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers and utils to core"}
poolside/laguna-xs.2:xhigh PASS 90.7% 345 in → 358 out (348 reasoning)
Move helpers and utils to core directory
qwen/qwen3.6-27b:high PASS 90.7% 305 in → 1,300 out (1,152 reasoning)
Move helpers and utils to core/
anthropic/claude-opus-4.6:medium__json_schema PASS 90.3% 491 in → 16 out (0 reasoning)
Move helpers and utils into core package
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils into core package"}
anthropic/claude-opus-4.6:none__json_schema PASS 90.3% 491 in → 16 out (0 reasoning)
Move helpers and utils into core package
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils into core package"}
anthropic/claude-sonnet-5:none PASS 90.3% 385 in → 17 out (0 reasoning)
Move helpers.py and utils.py into core module
google/gemini-3.5-flash-lite:xhigh PASS 90.3% 332 in → 400 out (393 reasoning)
Move helpers and utils to core/
openai/gpt-5.4-mini:high PASS 90.3% 256 in → 208 out (196 reasoning)
Move helpers and utils to core
tencent/hy3:low PASS 90.3% 268 in → 1,034 out (842 reasoning)
Refactor: move helpers and utils to core
tencent/hy3:none PASS 90.3% 271 in → 9 out (0 reasoning)
Move helpers and utils modules into core/
z-ai/glm-5.2:low PASS 90.3% 266 in → 185 out (177 reasoning)
Move helpers and utils to core
anthropic/claude-fable-5:high__json_schema PASS 90% 606 in → 23 out (0 reasoning)
Move helpers and utils into core package
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers and utils into core package"}
anthropic/claude-opus-4.6:high PASS 90% 321 in → 10 out (0 reasoning)
Move helpers and utils into core package
anthropic/claude-opus-4.6:medium PASS 90% 321 in → 10 out (0 reasoning)
Move helpers and utils into core package
anthropic/claude-opus-4.7:low PASS 90% 390 in → 15 out (0 reasoning)
Move helpers and utils to core module
anthropic/claude-opus-4.7:max PASS 90% 390 in → 236 out (91 reasoning)
Move helpers and utils to core module
anthropic/claude-opus-4.7:medium PASS 90% 390 in → 15 out (0 reasoning)
Move helpers and utils to core module
anthropic/claude-opus-4.7:none__json_schema PASS 90% 611 in → 25 out (0 reasoning)
Move helpers and utils into core module
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils into core module"}
anthropic/claude-opus-4.7:xhigh__json_schema PASS 90% 611 in → 25 out (0 reasoning)
Move helpers and utils into core module
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils into core module"}
anthropic/claude-opus-4.8:high__json_schema PASS 90% 606 in → 23 out (0 reasoning)
Move helpers and utils into core package
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils into core package"}
anthropic/claude-opus-4.8:medium__json_schema PASS 90% 606 in → 23 out (0 reasoning)
Move helpers and utils into core package
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils into core package"}
anthropic/claude-opus-4.8:xhigh__json_schema PASS 90% 606 in → 23 out (0 reasoning)
Move helpers and utils into core module
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers and utils into core module"}
anthropic/claude-sonnet-4.6:none__json_schema PASS 90% 491 in → 16 out (0 reasoning)
Move helpers and utils to core module
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils to core module"}
deepseek/deepseek-v4-flash-0731:xhigh__json_schema PASS 90% 351 in → 79 out (66 reasoning)
Move helpers and utils to core
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers and utils to core"}
deepseek/deepseek-v4-pro:low PASS 90% 266 in → 394 out (385 reasoning)
Move helpers and utils into core module
google/gemini-3.1-flash-lite-preview:high__json_schema PASS 90% 333 in → 413 out (399 reasoning)
Move helpers and utils to core directory
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers and utils to core directory"}
google/gemini-3.1-flash-lite-preview:xhigh__json_schema PASS 90% 395 in → 385 out (371 reasoning)
Move helpers and utils to core/
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers and utils to core/"}
google/gemini-3.1-pro-preview:low PASS 90% 332 in → 143 out (136 reasoning)
Move helpers and utils to core directory
google/gemini-3.5-flash-lite:low__json_schema PASS 90% 333 in → 20 out (0 reasoning)
Move helper and utils modules to core directory
JSON Schema Structured Output
(raw) { "commit_message": "Move helper and utils modules to core directory" }
google/gemini-3.5-flash-lite:max__json_schema PASS 90% 333 in → 456 out (442 reasoning)
Move helpers and utils to core directory
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers and utils to core directory"}
google/gemini-3.5-flash:low__json_schema PASS 90% 395 in → 110 out (98 reasoning)
Move helpers and utils to core
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils to core"}
google/gemini-3.6-flash:low__json_schema PASS 90% 333 in → 13 out (0 reasoning)
Move helpers and utils into core directory
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils into core directory"}
google/gemini-3.6-flash:medium PASS 90% 333 in → 338 out (331 reasoning)
Move helpers and utils to core/
google/gemini-3.6-flash:medium__json_schema PASS 90% 395 in → 296 out (277 reasoning)
Move helpers and utils to core directory
JSON Schema Structured Output
(raw) { "commit_message": "Move helpers and utils to core directory" }
google/gemma-4-31b-it:low PASS 90% 348 in → 261 out (208 reasoning)
Move helpers and utils to core directory
minimax/minimax-m2.5:xhigh PASS 90% 288 in → 164 out (156 reasoning)
Move helpers and utils to core/
minimax/minimax-m2.7:low PASS 90% 290 in → 208 out (200 reasoning)
Move helpers and utils to core/
minimax/minimax-m2.7:xhigh PASS 90% 288 in → 229 out (219 reasoning)
Move helpers and utils to core/
minimax/minimax-m3:medium PASS 90% 426 in → 153 out (157 reasoning)
Move helpers and utils to core directory
mistralai/devstral-2512__json_schema PASS 90% 298 in → 15 out
Refactor helpers and utils into core module
JSON Schema Structured Output
(raw) {"commit_message": "Refactor helpers and utils into core module"}
mistralai/mistral-medium-3-5:low PASS 90% 310 in → 603 out (655 reasoning)
Move helpers and utils to core
moonshotai/kimi-k2.6:high__json_schema PASS 90% 258 in → 14 out (0 reasoning)
Move helpers and utils to core directory
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers and utils to core directory"}
moonshotai/kimi-k2.6:xhigh PASS 90% 258 in → 757 out (756 reasoning)
Move helpers and utils to core directory
nvidia/nemotron-3-nano-30b-a3b:medium PASS 90% 311 in → 1,411 out (1,044 reasoning)
Add core helpers/utils; drop old helpers/utils
nvidia/nemotron-3-super-120b-a12b:low PASS 90% 311 in → 255 out (212 reasoning)
Move helpers.py and utils.py to core/
nvidia/nemotron-3-super-120b-a12b:xhigh PASS 90% 311 in → 271 out (198 reasoning)
Move helpers.py, utils.py to core/
nvidia/nemotron-3-super-120b-a12b:xhigh__json_schema PASS 90% 311 in → 239 out (189 reasoning)
Move helpers.py and utils.py to core/
JSON Schema Structured Output
(raw) { "commit_message": "Move helpers.py and utils.py to core/" }
openai/gpt-5.4-nano:xhigh__json_schema PASS 90% 294 in → 298 out (277 reasoning)
Move helpers and utils into core
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils into core"}
openai/gpt-5.5:medium PASS 90% 256 in → 60 out (48 reasoning)
Move helpers and utils into core
openai/gpt-5.5:none PASS 90% 256 in → 10 out (0 reasoning)
Move helpers and utils into core
openai/gpt-5.5:none__json_schema PASS 90% 294 in → 19 out (0 reasoning)
Move helpers and utils into core
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils into core"}
openai/gpt-5.6-luna:high PASS 90% 256 in → 11 out (0 reasoning)
Move helpers and utils into core directory
openai/gpt-5.6-luna:low PASS 90% 256 in → 11 out (0 reasoning)
Move helpers and utils into core package
openai/gpt-5.6-luna:low__json_schema PASS 90% 294 in → 19 out (0 reasoning)
Move helpers and utils into core
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils into core"}
openai/gpt-5.6-luna:medium PASS 90% 256 in → 11 out (0 reasoning)
Move helpers and utils into core package
openai/gpt-5.6-luna:none PASS 90% 256 in → 11 out (0 reasoning)
Move helpers and utils into core directory
openai/gpt-5.6-luna:none__json_schema PASS 90% 294 in → 19 out (0 reasoning)
Move helpers and utils into core
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils into core"}
openai/gpt-5.6-sol:max PASS 90% 256 in → 78 out (66 reasoning)
Move helpers and utils into core
openai/gpt-5.6-terra:high__json_schema PASS 90% 294 in → 48 out (26 reasoning)
Move helpers and utils into core package
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils into core package"}
openai/gpt-5.6-terra:max__json_schema PASS 90% 294 in → 96 out (74 reasoning)
Move helpers and utils into core package
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils into core package"}
openai/gpt-5.6-terra:none__json_schema PASS 90% 294 in → 19 out (0 reasoning)
Move helpers and utils into core
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils into core"}
openai/gpt-5.6-terra:xhigh PASS 90% 256 in → 11 out (0 reasoning)
Move helpers and utils into core package
openai/gpt-oss-120b:xhigh PASS 90% 315 in → 548 out (455 reasoning)
Refactor: move helpers and utils to core
poolside/laguna-m.1:low__json_schema PASS 90% 308 in → 500 out (481 reasoning)
Move helpers and utils to core directory
JSON Schema Structured Output
(raw) { "commit_message": "Move helpers and utils to core directory" }
poolside/laguna-xs-2.1:xhigh__json_schema PASS 90% 308 in → 182 out (167 reasoning)
Move helpers and utils to core directory
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers and utils to core directory"}
qwen/qwen3.6-27b:medium PASS 90% 305 in → 1,502 out (1,351 reasoning)
Move helpers and utils to core/
qwen/qwen3.6-35b-a3b:low__json_schema PASS 90% 305 in → 824 out (798 reasoning)
Move helpers and utils to core
JSON Schema Structured Output
(raw) { "commit_message": "Move helpers and utils to core" }
qwen/qwen3.7-flash:high PASS 90% 305 in → 1,370 out (1,358 reasoning)
Move helpers and utils to core/
qwen/qwen3.7-flash:none PASS 90% 307 in → 6 out (0 reasoning)
Move helpers and utils to core
qwen/qwen3.7-plus:low PASS 90% 305 in → 2,004 out (1,992 reasoning)
Move helpers and utils to core directory
thinkingmachines/inkling-small:medium PASS 90% 265 in → 257 out (170 reasoning)
Move helpers and utils to core
thinkingmachines/inkling:xhigh PASS 90% 265 in → 395 out (383 reasoning)
Move helpers and utils to core
x-ai/grok-4.3:max__json_schema PASS 90% 491 in → 355 out (342 reasoning)
Move helpers.py, utils.py to core/
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers.py, utils.py to core/"}
x-ai/grok-4.3:medium__json_schema PASS 90% 497 in → 313 out (299 reasoning)
Move helpers/utils into core/
JSON Schema Structured Output
(raw) { "commit_message": "Move helpers/utils into core/" }
x-ai/grok-4.3:xhigh PASS 90% 431 in → 596 out (589 reasoning)
Move helpers/utils into core/ dir
x-ai/grok-4.5:high__json_schema PASS 90% 552 in → 14 out (0 reasoning)
Move helpers and utils to core/
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers and utils to core/"}
x-ai/grok-4.5:medium PASS 90% 480 in → 339 out (332 reasoning)
Move helpers and utils into core/
z-ai/glm-4.7-flash:medium PASS 90% 259 in → 739 out (678 reasoning)
Move helpers and utils to core
z-ai/glm-5.2:low__json_schema PASS 90% 266 in → 277 out (263 reasoning)
Move helpers and utils to core dir
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers and utils to core dir"}
z-ai/glm-5.2:none PASS 90% 260 in → 8 out (0 reasoning)
Move utils and helpers to core directory
anthropic/claude-fable-5:low__json_schema PASS 89.7% 606 in → 23 out (0 reasoning)
Move helpers and utils into core package
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers and utils into core package"}
anthropic/claude-opus-4.8:low PASS 89.7% 385 in → 13 out (0 reasoning)
Move helpers and utils into core module
anthropic/claude-opus-4.8:max PASS 89.7% 385 in → 388 out (73 reasoning)
Move helpers and utils to core directory
google/gemini-3.6-flash:xhigh PASS 89.7% 332 in → 426 out (419 reasoning)
Move helpers and utils to core/
minimax/minimax-m2.5:medium PASS 89.7% 328 in → 137 out (129 reasoning)
Move utility files to core directory
moonshotai/kimi-k2.7-code:xhigh PASS 89.7% 258 in → 226 out (236 reasoning)
Move helpers and utils into core directory
openai/gpt-5.5:low PASS 89.7% 256 in → 10 out (0 reasoning)
Move helpers and utils into core
openai/gpt-5.6-terra:max PASS 89.7% 256 in → 74 out (61 reasoning)
Move helper and utility modules into core
poolside/laguna-m.1:high PASS 89.7% 308 in → 344 out (334 reasoning)
Move helpers and utils to core directory
anthropic/claude-fable-5:high PASS 89.3% 385 in → 13 out (0 reasoning)
Move helpers and utils into core package
anthropic/claude-fable-5:low PASS 89.3% 385 in → 13 out (0 reasoning)
Move helpers and utils into core module
anthropic/claude-fable-5:max__json_schema PASS 89.3% 606 in → 280 out (73 reasoning)
Move helpers and utils into core module
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers and utils into core module"}
anthropic/claude-opus-4.6:low__json_schema PASS 89.3% 491 in → 16 out (0 reasoning)
Move helpers and utils into core package
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils into core package"}
anthropic/claude-opus-4.6:xhigh PASS 89.3% 321 in → 10 out (0 reasoning)
Move helpers and utils into core package
anthropic/claude-opus-4.7:xhigh PASS 89.3% 390 in → 15 out (0 reasoning)
Move helpers and utils to core module
anthropic/claude-opus-4.8:none__json_schema PASS 89.3% 606 in → 22 out (0 reasoning)
Move helpers and utils into core module
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers and utils into core module"}
anthropic/claude-sonnet-4.6:none PASS 89.3% 321 in → 10 out (0 reasoning)
Move helpers and utils to core package
anthropic/claude-sonnet-5:medium PASS 89.3% 385 in → 17 out (0 reasoning)
Move helpers.py and utils.py into core/
deepseek/deepseek-v4-flash-0731:max__json_schema PASS 89.3% 345 in → 241 out (227 reasoning)
Move helpers and utils to core/
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers and utils to core/"}
deepseek/deepseek-v4-flash-0731:medium PASS 89.3% 266 in → 105 out (97 reasoning)
Move helpers and utils to core/
deepseek/deepseek-v4-pro:none PASS 89.3% 266 in → 7 out (0 reasoning)
Move helpers and utils to core package
google/gemini-3-flash-preview:xhigh__json_schema PASS 89.3% 333 in → 432 out (419 reasoning)
Move helpers and utils to core directory
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils to core directory"}
google/gemini-3.1-flash-lite-preview:low__json_schema PASS 89.3% 395 in → 119 out (100 reasoning)
Move helpers and utils to core module
JSON Schema Structured Output
(raw) { "commit_message": "Move helpers and utils to core module" }
google/gemini-3.1-flash-lite-preview:xhigh PASS 89.3% 333 in → 511 out (504 reasoning)
Move helpers and utils to core directory
google/gemini-3.5-flash:medium PASS 89.3% 332 in → 356 out (349 reasoning)
Move helpers and utils to core directory
google/gemma-4-26b-a4b-it:low__json_schema PASS 89.3% 348 in → 790 out (697 reasoning)
Move helpers and utils to core/
JSON Schema Structured Output
(raw) { "commit_message": "Move helpers and utils to core/" }
google/gemma-4-31b-it:low__json_schema PASS 89.3% 348 in → 157 out (120 reasoning)
Move helpers and utils to core directory
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers and utils to core directory"}
google/gemma-4-31b-it:none PASS 89.3% 345 in → 8 out (0 reasoning)
Move helpers and utils to core directory
minimax/minimax-m2.5:medium__json_schema PASS 89.3% 328 in → 256 out (270 reasoning)
Move helpers and utils to core directory
JSON Schema Structured Output
(raw) { "commit_message": "Move helpers and utils to core directory" }
minimax/minimax-m2.7:xhigh__json_schema PASS 89.3% 424 in → 359 out (344 reasoning)
Move helpers and utils to core module
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers and utils to core module"}
minimax/minimax-m3:low PASS 89.3% 426 in → 76 out (69 reasoning)
Move helpers and utils to core/
mistralai/mistral-medium-3-5:medium__json_schema PASS 89.3% 298 in → 489 out (523 reasoning)
Move files to core/
JSON Schema Structured Output
(raw) {"commit_message": "Move files to core/"}
mistralai/mistral-medium-3-5:none PASS 89.3% 310 in → 5 out (0 reasoning)
Refactor file structure
moonshotai/kimi-k2.6:low__json_schema PASS 89.3% 257 in → 969 out (749 reasoning)
Move helpers and utils into core
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils into core"}
openai/gpt-5.4-mini:xhigh__json_schema PASS 89.3% 294 in → 325 out (304 reasoning)
Move helpers and utils into core
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils into core"}
openai/gpt-5.4-nano:low__json_schema PASS 89.3% 294 in → 22 out (0 reasoning)
Add core helpers and utils; remove old files
JSON Schema Structured Output
(raw) {"commit_message":"Add core helpers and utils; remove old files"}
openai/gpt-5.4:high PASS 89.3% 256 in → 158 out (145 reasoning)
Move helpers and utils to core package
openai/gpt-5.6-sol:high PASS 89.3% 256 in → 11 out (0 reasoning)
Move helpers and utils into core package
openai/gpt-5.6-sol:high__json_schema PASS 89.3% 294 in → 19 out (0 reasoning)
Move helpers and utils into core
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils into core"}
openai/gpt-5.6-sol:xhigh PASS 89.3% 256 in → 11 out (0 reasoning)
Move helpers and utils into core package
openai/gpt-5.6-terra:medium PASS 89.3% 256 in → 11 out (0 reasoning)
Move helpers and utils into core module
openai/gpt-5.6-terra:none PASS 89.3% 256 in → 11 out (0 reasoning)
Move helpers and utils into core package
openai/gpt-oss-20b:high PASS 89.3% 317 in → 314 out (305 reasoning)
Move helpers.py and utils.py to core directory
openai/gpt-oss-20b:xhigh__json_schema PASS 89.3% 304 in → 3,872 out (3,344 reasoning)
Refactor helpers and utils into core
JSON Schema Structured Output
(raw) {"commit_message":"Refactor helpers and utils into core"}
poolside/laguna-xs.2:medium PASS 89.3% 345 in → 284 out (274 reasoning)
Move helpers and utils to core directory
poolside/laguna-xs.2:none__json_schema PASS 89.3% 345 in → 12 out (0 reasoning)
Refactor helpers and utils modules
JSON Schema Structured Output
(raw) {"commit_message": "Refactor helpers and utils modules"}
qwen/qwen3.6-27b:none PASS 89.3% 307 in → 7 out (0 reasoning)
Move helpers and utils to core
qwen/qwen3.6-35b-a3b:medium PASS 89.3% 305 in → 1,062 out (938 reasoning)
Move helpers and utils to core
qwen/qwen3.7-max:none PASS 89.3% 307 in → 7 out (0 reasoning)
Move helpers and utils into core package
tencent/hy3:medium__json_schema PASS 89.3% 268 in → 1,119 out (804 reasoning)
Move helpers.py and utils.py to core
JSON Schema Structured Output
(raw) { "commit_message": "Move helpers.py and utils.py to core" }
thinkingmachines/inkling-small:low__json_schema PASS 89.3% 265 in → 62 out (45 reasoning)
Move helpers and utils to core
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers and utils to core"}
thinkingmachines/inkling:max PASS 89.3% 265 in → 284 out (271 reasoning)
Move helpers and utils to core
thinkingmachines/inkling:medium PASS 89.3% 265 in → 261 out (262 reasoning)
Move helpers and utils to core
x-ai/grok-4.3:high__json_schema PASS 89.3% 491 in → 549 out (535 reasoning)
Move helpers/utils to core/
JSON Schema Structured Output
(raw) { "commit_message": "Move helpers/utils to core/" }
x-ai/grok-4.5:xhigh__json_schema PASS 89.3% 552 in → 466 out (452 reasoning)
Move helpers and utils to core/
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils to core/"}
z-ai/glm-4.7-flash:none PASS 89.3% 259 in → 6 out (0 reasoning)
Move utils and helpers to core
z-ai/glm-4.7-flash:xhigh__json_schema PASS 89.3% 259 in → 909 out (865 reasoning)
Move helpers and utils to core
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers and utils to core"}
z-ai/glm-5.2:medium PASS 89.3% 266 in → 106 out (103 reasoning)
Move helpers and utils to core dir
deepseek/deepseek-v4-pro:xhigh PASS 89% 266 in → 8 out (0 reasoning)
Move helpers and utils to core directory
mistralai/mistral-medium-3-5:none__json_schema PASS 89% 298 in → 14 out (0 reasoning)
Move helpers and utils to core module
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers and utils to core module"}
moonshotai/kimi-k2.6:medium PASS 89% 258 in → 597 out (589 reasoning)
Move helpers and utils to core
openai/gpt-5.4-nano:high PASS 89% 256 in → 224 out (210 reasoning)
Add core helpers & utils; delete old
qwen/qwen3.7-max:low PASS 89% 305 in → 1,677 out (1,663 reasoning)
Move helpers.py and utils.py to core/
anthropic/claude-opus-4.7:max__json_schema PASS 88.7% 611 in → 25 out (0 reasoning)
Move helpers and utils to core module
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils to core module"}
google/gemma-4-26b-a4b-it:xhigh__json_schema PASS 88.7% 347 in → 453 out (386 reasoning)
Move helpers and utils to core directory
JSON Schema Structured Output
(raw) { "commit_message": "Move helpers and utils to core directory" }
poolside/laguna-xs.2:medium__json_schema PASS 88.7% 345 in → 326 out (310 reasoning)
Add core helpers/utils, remove old files
JSON Schema Structured Output
(raw) {"commit_message": "Add core helpers/utils, remove old files"}
anthropic/claude-opus-4.6:none PASS 88.3% 321 in → 10 out (0 reasoning)
Move helpers and utils into core package
anthropic/claude-opus-4.7:high PASS 88.3% 390 in → 15 out (0 reasoning)
Move helpers and utils to core module
anthropic/claude-opus-4.8:high PASS 88.3% 385 in → 14 out (0 reasoning)
Move helper and utility files into core dir
anthropic/claude-opus-4.8:xhigh PASS 88.3% 385 in → 13 out (0 reasoning)
Move helper and utility files to core module
anthropic/claude-sonnet-4.6:high__json_schema PASS 88.3% 491 in → 16 out (0 reasoning)
Move helpers and utils to core module
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils to core module"}
anthropic/claude-sonnet-5:high PASS 88.3% 385 in → 17 out (0 reasoning)
Move helpers.py and utils.py into core/
deepseek/deepseek-v4-pro:xhigh__json_schema PASS 88.3% 347 in → 966 out (948 reasoning)
Move helpers and utils into core module
JSON Schema Structured Output
(raw) { "commit_message": "Move helpers and utils into core module" }
google/gemini-3-flash-preview:high PASS 88.3% 332 in → 815 out (806 reasoning)
Move and update helpers and utils to core/
google/gemini-3-flash-preview:low PASS 88.3% 332 in → 235 out (227 reasoning)
Move helper and utility modules to core directory
google/gemini-3.1-flash-lite-preview:low PASS 88.3% 332 in → 129 out (122 reasoning)
Move helpers and utils to core directory
google/gemini-3.1-pro-preview:low__json_schema PASS 88.3% 395 in → 185 out (167 reasoning)
Move helpers.py and utils.py to core/
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers.py and utils.py to core/"}
google/gemini-3.5-flash-lite:medium__json_schema PASS 88.3% 333 in → 228 out (216 reasoning)
Move files to core directory
JSON Schema Structured Output
(raw) {"commit_message": "Move files to core directory"}
google/gemma-4-26b-a4b-it:low PASS 88.3% 348 in → 497 out (435 reasoning)
Move helpers and utils to core
google/gemma-4-26b-a4b-it:none PASS 88.3% 345 in → 8 out (0 reasoning)
Move helpers and utils to core directory
google/gemma-4-31b-it:medium PASS 88.3% 348 in → 224 out (186 reasoning)
Move helpers and utils to core/
minimax/minimax-m3:medium__json_schema PASS 88.3% 374 in → 16 out (15 reasoning)
Move helpers.py and utils.py to core/
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers.py and utils.py to core/"}
mistralai/mistral-medium-3-5:high PASS 88.3% 310 in → 758 out (829 reasoning)
Move helpers and utils to core/
mistralai/mistral-medium-3-5:medium PASS 88.3% 310 in → 10,784 out (10,345 reasoning)
Move helpers/utils to core
moonshotai/kimi-k2.7-code:low PASS 88.3% 258 in → 216 out (208 reasoning)
Move helpers and utils into core
moonshotai/kimi-k2.7-code:medium__json_schema PASS 88.3% 345 in → 214 out (200 reasoning)
Move helpers and utils to core
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers and utils to core"}
openai/gpt-5.6-luna:max__json_schema PASS 88.3% 294 in → 85 out (64 reasoning)
Move helpers and utils into core
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils into core"}
poolside/laguna-m.1:none PASS 88.3% 308 in → 9 out (0 reasoning)
Move helpers and utils to core directory
poolside/laguna-xs-2.1:medium__json_schema PASS 88.3% 308 in → 723 out (707 reasoning)
Add core helpers/utils, remove old files
JSON Schema Structured Output
(raw) {"commit_message": "Add core helpers/utils, remove old files"}
qwen/qwen3.7-flash:xhigh PASS 88.3% 305 in → 1,953 out (1,941 reasoning)
Move helpers and utils to core/
tencent/hy3:low__json_schema PASS 88.3% 268 in → 1,414 out (1,067 reasoning)
Move helpers and utils to core
JSON Schema Structured Output
(raw) { "commit_message": "Move helpers and utils to core" }
tencent/hy3:xhigh__json_schema PASS 88.3% 268 in → 1,119 out (1,021 reasoning)
Move helpers and utils to core
JSON Schema Structured Output
(raw) { "commit_message": "Move helpers and utils to core" }
thinkingmachines/inkling-small:max__json_schema PASS 88.3% 265 in → 346 out (329 reasoning)
Move helpers and utils to core
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers and utils to core"}
anthropic/claude-sonnet-4.6:low__json_schema PASS 87.7% 491 in → 16 out (0 reasoning)
Move helpers and utils to core module
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils to core module"}
anthropic/claude-sonnet-5:low PASS 87.7% 385 in → 13 out (0 reasoning)
Move helpers and utils into core module
anthropic/claude-sonnet-5:medium__json_schema PASS 87.7% 606 in → 23 out (0 reasoning)
Move helpers and utils into core module
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils into core module"}
google/gemini-3-flash-preview:low__json_schema PASS 87.7% 333 in → 389 out (375 reasoning)
Move helpers and utils to core directory
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers and utils to core directory"}
google/gemini-3.1-pro-preview:high__json_schema PASS 87.7% 395 in → 280 out (262 reasoning)
Move helpers.py and utils.py to core/
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers.py and utils.py to core/"}
google/gemini-3.5-flash-lite:xhigh__json_schema PASS 87.7% 333 in → 411 out (393 reasoning)
Move helpers and utils to core/
JSON Schema Structured Output
(raw) { "commit_message": "Move helpers and utils to core/" }
google/gemini-3.6-flash:xhigh__json_schema PASS 87.7% 333 in → 634 out (621 reasoning)
Move helpers and utils to core directory
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils to core directory"}
minimax/minimax-m2.5:xhigh__json_schema PASS 87.7% 288 in → 149 out (143 reasoning)
Move helper files to core/ directory
JSON Schema Structured Output
(raw) { "commit_message": "Move helper files to core/ directory" }
mistralai/mistral-medium-3-5:xhigh__json_schema PASS 87.7% 298 in → 416 out (427 reasoning)
Move helpers.py, utils.py to core/
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers.py, utils.py to core/"}
openai/gpt-5.5:high PASS 87.7% 256 in → 65 out (53 reasoning)
Move helpers and utils into core
openai/gpt-5.5:medium__json_schema PASS 87.7% 294 in → 19 out (0 reasoning)
Move helpers and utils into core
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils into core"}
openai/gpt-5.6-terra:low PASS 87.7% 256 in → 11 out (0 reasoning)
Move helpers and utils into core package
qwen/qwen3.6-27b:low PASS 87.7% 305 in → 2,068 out (1,806 reasoning)
Move helpers and utils to core directory
tencent/hy3:none__json_schema PASS 87.7% 271 in → 16 out (0 reasoning)
Move helpers and utils into core module
JSON Schema Structured Output
(raw) { "commit_message": "Move helpers and utils into core module" }
z-ai/glm-4.7-flash:low PASS 87.7% 259 in → 816 out (770 reasoning)
Move helpers and utils to core
google/gemini-3.5-flash:high PASS 86.7% 332 in → 555 out (548 reasoning)
Move helpers and utils to core/
openai/gpt-5.6-sol:low PASS 86.7% 256 in → 11 out (0 reasoning)
Move helpers and utils into core package
openai/gpt-oss-20b:low__json_schema PASS 86.7% 315 in → 60 out (35 reasoning)
Add core helpers & utils, remove old modules
JSON Schema Structured Output
(raw) { "commit_message": "Add core helpers & utils, remove old modules" }
poolside/laguna-xs-2.1:medium PASS 86.7% 308 in → 470 out (460 reasoning)
Add core helpers and utils, remove old files
qwen/qwen3.7-max:high PASS 86.7% 305 in → 1,921 out (1,908 reasoning)
Move helpers.py and utils.py to core
z-ai/glm-4.7-flash:none__json_schema PASS 86.7% 259 in → 11 out (0 reasoning)
Move core helper files
JSON Schema Structured Output
(raw) {"commit_message": "Move core helper files"}
anthropic/claude-haiku-4.5:none PASS 86% 321 in → 15 out (0 reasoning)
``` Move helper and utility modules to core package ```
Add new helpers and utils files, remove old ones
JSON Schema Structured Output
(raw) {"commit_message": "Add new helpers and utils files, remove old ones"}
poolside/laguna-m.1:medium__json_schema PASS 86% 308 in → 183 out (166 reasoning)
Move helpers.py and utils.py to core/
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers.py and utils.py to core/"}
qwen/qwen3.7-max:xhigh PASS 86% 305 in → 1,163 out (1,149 reasoning)
Move helpers.py and utils.py to core/
minimax/minimax-m2.7:high PASS 85.7% 290 in → 244 out (235 reasoning)
``` Move helper files to core/ ```
x-ai/grok-4.3:xhigh__json_schema PASS 85.7% 491 in → 526 out (516 reasoning)
Move helpers/utils to core/
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers/utils to core/"}
anthropic/claude-haiku-4.5:medium__json_schema PASS 85% 520 in → 622 out (483 reasoning)
Move helpers and utils to core
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers and utils to core"}
thinkingmachines/inkling-small:medium__json_schema PASS 85% 265 in → 236 out (219 reasoning)
Move helpers and utils to core
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers and utils to core"}
deepseek/deepseek-v4-flash-0731:high__json_schema PASS 84.3% 266 in → 77 out (59 reasoning)
"Move helpers and utils to core/"
JSON Schema Structured Output
(raw) {"commit_message":"\"Move helpers and utils to core/\""}
poolside/laguna-m.1:xhigh PASS 84.3% 308 in → 210 out (197 reasoning)
Move helpers.py and utils.py into core/ directory
poolside/laguna-xs-2.1:high__json_schema PASS 84.3% 308 in → 468 out (453 reasoning)
Move helpers and utils to core directory
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers and utils to core directory"}
thinkingmachines/inkling:high__json_schema PASS 84.3% 265 in → 318 out (299 reasoning)
Move helpers and utils to core
JSON Schema Structured Output
(raw) { "commit_message": "Move helpers and utils to core" }
poolside/laguna-xs-2.1:low__json_schema PASS 83.7% 308 in → 681 out (667 reasoning)
Add core helpers and utils modules
JSON Schema Structured Output
(raw) {"commit_message": "Add core helpers and utils modules"}
poolside/laguna-xs.2:low PASS 83.7% 345 in → 397 out (385 reasoning)
Add core helpers/utils, delete old helpers/utils
google/gemini-3.5-flash-lite:low PASS 83.3% 333 in → 8 out (0 reasoning)
Move helper and util modules to core directory
openai/gpt-oss-120b:high PASS 83.3% 319 in → 493 out (398 reasoning)
Refactor: relocate helpers and utils under core
tencent/hy3:high__json_schema PASS 82.7% 268 in → 887 out (720 reasoning)
Move helpers and utils to core
JSON Schema Structured Output
(raw) { "commit_message": "Move helpers and utils to core" }
openai/gpt-5.4-nano:xhigh PASS 82.3% 256 in → 488 out (474 reasoning)
Add core helpers/utils and delete old files
arcee-ai/trinity-mini:high PASS 81.7% 255 in → 929 out (1,038 reasoning)
Add helpers and utils, remove old
z-ai/glm-4.7-flash:xhigh PASS 81.3% 259 in → 722 out (709 reasoning)
Move helpers and utils
openai/gpt-oss-120b:high__json_schema PASS 81% 304 in → 1,453 out (1,156 reasoning)
Add core/helpers & core/utils, delete old files
JSON Schema Structured Output
(raw) { "commit_message": "Add core/helpers & core/utils, delete old files" }
poolside/laguna-xs-2.1:high PASS 81% 308 in → 606 out (600 reasoning)
Add core helpers and utils
deepseek/deepseek-v4-pro:high__json_schema PASS 80.7% 457 in → 338 out (321 reasoning)
Move helpers and utils to core, update code
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers and utils to core, update code"}
anthropic/claude-opus-4.6:xhigh__json_schema PASS 80% 491 in → 16 out (0 reasoning)
Move helpers and utils into core package
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils into core package"}
anthropic/claude-haiku-4.5:xhigh__json_schema PASS 78.3% 520 in → 841 out (554 reasoning)
Move helpers and utils to core
JSON Schema Structured Output
(raw) {"commit_message": "Move helpers and utils to core"}
openai/gpt-5.4-nano:medium PASS 78.3% 256 in → 163 out (148 reasoning)
Refactor: Move helpers and utils into core
qwen/qwen3.6-35b-a3b:none__json_schema PASS 78% 307 in → 15 out (0 reasoning)
Refactor helper and utils files
JSON Schema Structured Output
(raw) { "commit_message": "Refactor helper and utils files" }
openai/gpt-5.4-nano:low PASS 77% 256 in → 10 out (0 reasoning)
Add core helpers and utils files
inclusionai/ling-2.6-flash PASS 76.7% 321 in → 12 out
Refactor: replace helpers and utils with new core versions
inclusionai/ling-2.6-flash__json_schema PASS 76.7% 321 in → 21 out
Replace legacy helpers and utils with new core versions
JSON Schema Structured Output
(raw) { "commit_message": "Replace legacy helpers and utils with new core versions" }
nvidia/nemotron-3-nano-30b-a3b:xhigh PASS 76.7% 311 in → 606 out (389 reasoning)
Add core helpers, remove legacy helpers
openai/gpt-5.4-nano:none PASS 76% 256 in → 14 out (0 reasoning)
Add core helpers and utils; remove old helpers/utils
poolside/laguna-xs-2.1:none__json_schema PASS 76% 308 in → 15 out (0 reasoning)
Add core helpers, move utils to core
JSON Schema Structured Output
(raw) {"commit_message": "Add core helpers, move utils to core"}
arcee-ai/trinity-mini:low PASS 75.3% 255 in → 903 out (985 reasoning)
Add new helpers, utils; remove old helpers, utils
nvidia/nemotron-3-nano-30b-a3b:low__json_schema PASS 75.3% 311 in → 962 out (699 reasoning)
Add core helpers, remove old helpers
JSON Schema Structured Output
(raw) { "commit_message": "Add core helpers, remove old helpers" }
deepseek/deepseek-v4-flash:medium__json_schema PASS 75% 266 in → 192 out (180 reasoning)
Move helpers and utils to core/
JSON Schema Structured Output
(raw) {"commit_message":"Move helpers and utils to core/"}
arcee-ai/trinity-mini:low__json_schema PASS 74.3% 255 in → 872 out (938 reasoning)
Add helpers, utils; delete old
JSON Schema Structured Output
(raw) { "commit_message":"Add helpers, utils; delete old" }
thinkingmachines/inkling-small:xhigh PASS 74.3% 265 in → 73 out (66 reasoning)
Move helpers and utils to core
arcee-ai/trinity-mini:medium__json_schema PASS 73.7% 255 in → 676 out (737 reasoning)
Add helpers, utils; remove helpers, utils
JSON Schema Structured Output
(raw) { "commit_message": "Add helpers, utils; remove helpers, utils" }
arcee-ai/trinity-mini:xhigh__json_schema PASS 72.7% 255 in → 756 out (819 reasoning)
Add helpers, utils; remove helpers, utils
JSON Schema Structured Output
(raw) { "commit_message": "Add helpers, utils; remove helpers, utils" }
nvidia/nemotron-3-nano-30b-a3b:high__json_schema PASS 71.7% 311 in → 647 out (460 reasoning)
Add new core helpers, delete old helpers
JSON Schema Structured Output
(raw) { "commit_message": "Add new core helpers, delete old helpers" }
x-ai/grok-4.5:xhigh PASS 71.7% 480 in → 435 out (428 reasoning)
Move helpers and utils to core/
arcee-ai/trinity-mini:high__json_schema PASS 67.7% 255 in → 1,109 out (1,282 reasoning)
Add helpers and utils
JSON Schema Structured Output
(raw) { "commit_message":"Add helpers and utils" }
ibm-granite/granite-4.1-8b PASS 67.7% 297 in → 9 out
Add new helpers.py and utils.py files
poolside/laguna-xs-2.1:none PASS 65% 308 in → 15 out (0 reasoning)
Add core/helpers.py and core/utils.py, remove helpers.py and utils.py
nvidia/nemotron-3-nano-30b-a3b:none PASS 62.3% 311 in → 8 out (0 reasoning)
Add core helpers, delete old utils
anthropic/claude-haiku-4.5:high PASS 61.7% 350 in → 559 out (384 reasoning)
# Move helpers and utils into core module (38 characters)
nvidia/nemotron-3-nano-30b-a3b:none__json_schema PASS 61.7% 311 in → 26 out (0 reasoning)
Add core/helpers.py and core/utils.py, remove deprecated helpers.py and utils.py
JSON Schema Structured Output
(raw) { "commit_message": "Add core/helpers.py and core/utils.py, remove deprecated helpers.py and utils.py" }
qwen/qwen3.7-flash:max PASS 61.7% 305 in → 1,305 out (1,294 reasoning)
Move helpers and utils to core
arcee-ai/trinity-mini:medium PASS 56.7% 255 in → 843 out (929 reasoning)
Add helpers andutils
liquid/lfm-2-24b-a2b PASS 56.7% 292 in → 9 out
**Add new code to core files**
anthropic/claude-fable-5:max PASS 55% 385 in → 674 out (83 reasoning)
``` Move helpers and utils into core package ``` This message (41 characters) captures the key change: the `helpers.py` and `utils.py` modules were relocated from the project root into the `core/` directory, with their contents updated in the process.
nvidia/nemotron-3-super-120b-a12b:none PASS 55% 311 in → 92 out (0 reasoning)
Move helpers and utils into core directory This commit message is exactly 40 characters (including spaces) and concisely describes the action taken: moving the `helpers.py` and `utils.py` files from the root directory into the `core/` directory, based on the diff showing new files in `core/` and deletions in the root. The action is a refactor/move, and "Move" is an appropriate verb per the instructions.
x-ai/grok-4.3:medium PASS 55% 437 in → 382 out (331 reasoning)
Move helpers/utils.py into core/ The diff shows deletion of root-level helpers.py/utils.py + addition of identical content under core/, indicating a directory relocation (not independent add/delete). Concise imperative phrasing fits commit style while staying under 50 chars.
x-ai/grok-4.3:low PASS 51.7% 437 in → 292 out (262 reasoning)
Move helpers/utils into core/ (The diff shows deletion of root helpers.py+utils.py + addition of identical core/ versions, indicating a move.)
arcee-ai/trinity-mini:xhigh FAIL 49.3% 255 in → 1,152 out (1,164 reasoning)
Add helpers.py, utils.py; Delete helpers.py, utils.py
openai/gpt-oss-20b:medium FAIL 49% 322 in → 250 out (182 reasoning)
Move helpers and utils into core; add new core files
nvidia/nemotron-3-nano-30b-a3b:xhigh__json_schema FAIL 48.3% 311 in → 671 out (419 reasoning)
Add new helpers, remove old helpers
JSON Schema Structured Output
(raw) { "commit_message": "Add new helpers, remove old helpers" }
anthropic/claude-haiku-4.5:medium FAIL 43.3% 350 in → 985 out (512 reasoning)
# Move helpers and utils to core module (37 characters) This commit message concisely describes that the helper and utility files have been reorganized from the root directory into a `core` module, which is the main action visible in the diff.
anthropic/claude-haiku-4.5:low FAIL 41% 350 in → 612 out (466 reasoning)
# Move helpers and utils to core directory (40 characters)
anthropic/claude-haiku-4.5:xhigh FAIL 36.7% 350 in → 412 out (324 reasoning)
# Move helpers and utils to core/ This commit message: - Is 31 characters (within 50 limit) - Uses the action verb "Move" - Clearly describes what changed: organizing files into the core directory - Follows conventional commit style
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)
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)
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)
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)
Invalid JSON. Output: Movehelpers & utils to core/
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)
Invalid JSON. Output: Movehelpers and utils into core/
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)
Invalid JSON. Output: Add new code
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)
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)
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)
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)
moonshotai/kimi-k3:high FAIL 0% 335 in → 307 out (242 reasoning)
**Commit message:** ``` Refactor: move helpers and utils to core/ ``` (41 characters) This message captures the action (Refactor) and the change: relocating `helpers.py` and `utils.py` into the `core/` directory.
Failure: Scoring error: llm_judge requires a judge client
moonshotai/kimi-k3:high__json_schema FAIL 0% 335 in → 166 out (142 reasoning)
**Move helpers and utils into core module**
Failure: Scoring error: llm_judge requires a judge client
moonshotai/kimi-k3:low FAIL 0% 335 in → 338 out (257 reasoning)
**Commit message:** ``` Move helpers and utils into core package ``` (40 characters) **Rationale:** The diff shows `helpers.py` and `utils.py` being deleted from the root and recreated inside a `core/` directory — this is a file relocation/restructuring, so "Move" best describes the action taken.
Failure: Scoring error: llm_judge requires a judge client
moonshotai/kimi-k3:low__json_schema FAIL 0% 335 in → 267 out (177 reasoning)
**Commit message:** ``` Move helpers and utils into core module ``` **Rationale:** The diff shows `helpers.py` and `utils.py` being deleted from the root and recreated inside a new `core/` directory — a file relocation/reorganization. "Move" best captures this action, and at 38 characters, it stays well under the 50-character limit.
Failure: Scoring error: llm_judge requires a judge client
moonshotai/kimi-k3:max FAIL 0% 335 in → 293 out (232 reasoning)
**Commit message:** ``` Move helpers and utils into core directory ``` (42 characters) This captures the primary action: relocating `helpers.py` and `utils.py` from the project root into a new `core/` package.
Failure: Scoring error: llm_judge requires a judge client
moonshotai/kimi-k3:max__json_schema FAIL 0% 335 in → 300 out (278 reasoning)
Move helpers and utils to core directory
Failure: Scoring error: llm_judge requires a judge client
moonshotai/kimi-k3:medium FAIL 0% 335 in → 258 out (213 reasoning)
**Commit message:** ``` Move helpers and utils into core directory ``` (40 characters — describes relocating the two modules into the `core/` package.)
Failure: Scoring error: llm_judge requires a judge client
moonshotai/kimi-k3:medium__json_schema FAIL 0% 335 in → 430 out (369 reasoning)
**Commit message:** ``` Move helpers and utils to core directory ``` *(40 characters)* This captures the structural change: relocating `helpers.py` and `utils.py` from the project root into the `core/` package.
Failure: Scoring error: llm_judge requires a judge client
moonshotai/kimi-k3:xhigh FAIL 0% 335 in → 308 out (235 reasoning)
**Commit message:** ``` Move helpers and utils to core directory ``` *(40 characters)* This diff relocates `helpers.py` and `utils.py` from the project root into a new `core/` directory — a file reorganization, so "Move" best captures the action.
Failure: Scoring error: llm_judge requires a judge client
moonshotai/kimi-k3:xhigh__json_schema FAIL 0% 335 in → 171 out (122 reasoning)
**Move helpers and utils into core/** (33 characters — the diff relocates `helpers.py` and `utils.py` into a new `core/` directory.)
Failure: Scoring error: llm_judge requires a judge client
nvidia/nemotron-3-nano-30b-a3b:low FAIL 0% 311 in → 281 out (220 reasoning)
Add core helpers, remove legacy helpers
Failure: Scoring error: llm_judge requires a judge client
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)
(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-4b7b8a37-bef3-926e-ae00-61779bf45d98","request_id":"4b7b8a37-bef3-926e-ae00-61779bf45d98"}', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
(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-fc0cc4e4-0652-935f-a8f7-85a58abcc383","request_id":"fc0cc4e4-0652-935f-a8f7-85a58abcc383"}', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
(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-2e8ec077-b990-9ce0-9d73-08d1102e6737","request_id":"2e8ec077-b990-9ce0-9d73-08d1102e6737"}', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
(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-6bb4bfdb-e531-968e-860d-96d9afca8d38","request_id":"6bb4bfdb-e531-968e-860d-96d9afca8d38"}', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
(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-f07bb8c6-5a12-939b-9f35-2f1decacf861","request_id":"f07bb8c6-5a12-939b-9f35-2f1decacf861"}', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
(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-4ba767de-960e-985b-98a0-c7c75dcdc0d5"}\n\n', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
(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-4ef34335-50c1-9059-8d3f-ff5687e554d1"}\n\n', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
(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-3b6777c6-dbf9-9854-9ddb-2fdc41c4bb2e"}\n\n', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
(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-4dbc78ce-3313-9290-9ece-6c8843e9a38a"}\n\n', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
(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-94f25bcb-2dc0-9ba1-8449-1ae0cb297d4d"}\n\n', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
(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-72c9e7b8-7c7f-9711-ad14-4e10fe5eac86"}\n\n', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
(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-7efda7c4-c105-9ffd-98a0-91d80e520750","request_id":"7efda7c4-c105-9ffd-98a0-91d80e520750"}', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
(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-e60b7b6f-8b43-9877-b636-5f5861da936a","request_id":"e60b7b6f-8b43-9877-b636-5f5861da936a"}', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
(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-f157ff08-e795-957a-9b68-90813827aa8c","request_id":"f157ff08-e795-957a-9b68-90813827aa8c"}', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
(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-e559bc6b-75c6-9c3b-a54e-11cab7f0c237","request_id":"e559bc6b-75c6-9c3b-a54e-11cab7f0c237"}', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
(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-c5feeec5-ad41-9ef4-9819-826bfbb32f07","request_id":"c5feeec5-ad41-9ef4-9819-826bfbb32f07"}', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
(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-ef4378e9-1f61-9ef7-9e1a-5a4ddeba44ef","request_id":"ef4378e9-1f61-9ef7-9e1a-5a4ddeba44ef"}', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
(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-2099fd29-3444-9981-adff-1dcdfc4c0d33","request_id":"2099fd29-3444-9981-adff-1dcdfc4c0d33"}', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
(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-9d5bd8cd-9ddb-9b4f-86f8-d8eff247722d","request_id":"9d5bd8cd-9ddb-9b4f-86f8-d8eff247722d"}', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
(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-e905f639-64c4-98a8-bdb4-937f09cfeffb","request_id":"e905f639-64c4-98a8-bdb4-937f09cfeffb"}', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
(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-943c6f44-4d0f-9adf-81fd-0bbcc41b100d","request_id":"943c6f44-4d0f-9adf-81fd-0bbcc41b100d"}', 'provider_name': 'Alibaba', 'is_byok': False}}, 'user_id': 'user_3FrVBkmFqVIuZ58dEh7AU8vhXUV'}
Invalid JSON. Output: Move helpers and utils to core{"commit_message": "Move helpers and utils to core"}
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)
(empty output)
JSON Schema Structured Output
Failure: OpenAI-compatible response contained provider error: json_schema response format is not supported for model: thinkingmachines/Inkling-Small
Invalid JSON. Output: Move helpers and utils to core
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)
Invalid JSON. Output: Move helpers and utils to core
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)
Invalid JSON. Output: Move helpers and utils into core directory{"commit_message": "Move helpers and utils into core directory"}
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)
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)
Invalid JSON. Output: Move helpers and utils to core
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)