Update configuration
Tests ability to generate a commit message for a configuration change. Evaluates describing infrastructure/config modifications.

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

  1. 01 git init
  2. 02 git config user.email 'test@test.com'
  3. 03 git config user.name 'Test User'
  4. 04 printf '{\n "version": "1.0",\n "debug": false\n}\n' > config.json
  5. 05 git add config.json
  6. 06 git commit -m 'Add config'
  7. 07 printf '{\n "version": "1.1",\n "debug": true,\n "cache": true\n}\n' > config.json
  8. 08 git add config.json
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').
Expected
Update config with caching enabled

Scoped model quality, cost, API time, and token usage for commit_messages/f011.

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Loading raw attempt evidence…
mistralai/mistral-medium-3-5:low PASS 95% 154 in → 24,387 out (18,766 reasoning)
Add cache, enable debug, bump to 1.1
nvidia/nemotron-3-nano-30b-a3b:low PASS 91% 155 in → 587 out (397 reasoning)
bump version, enable debug, add cache
anthropic/claude-opus-4.8:none PASS 90% 188 in → 17 out (0 reasoning)
Update config: bump version, enable debug/cache
deepseek/deepseek-v4-flash:high PASS 90% 137 in → 425 out (414 reasoning)
Bump version, enable debug, add cache
deepseek/deepseek-v4-flash:low PASS 90% 137 in → 521 out (508 reasoning)
Bump version, enable debug and cache
minimax/minimax-m2.7:low__json_schema PASS 90% 169 in → 207 out (207 reasoning)
Update config: version, debug, cache
JSON Schema Structured Output
(raw) { "commit_message": "Update config: version, debug, cache" }
moonshotai/kimi-k2.6:medium__json_schema PASS 90% 139 in → 1,700 out (1,513 reasoning)
Update config version, debug, and cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config version, debug, and cache"}
qwen/qwen3.7-flash:high PASS 90% 154 in → 3,261 out (3,248 reasoning)
Bump version, enable debug and cache
nvidia/nemotron-3-super-120b-a12b:low PASS 89.3% 155 in → 421 out (294 reasoning)
Bump version, enable debug, add cache config
openai/gpt-oss-20b:xhigh__json_schema PASS 89.3% 186 in → 1,732 out (1,313 reasoning)
Add cache, bump version, enable debug
JSON Schema Structured Output
(raw) {"commit_message":"Add cache, bump version, enable debug"}
qwen/qwen3.7-max:low PASS 89.3% 154 in → 1,782 out (1,768 reasoning)
Bump version, enable debug, add cache
anthropic/claude-sonnet-4.6:medium__json_schema PASS 89% 335 in → 19 out (0 reasoning)
Update config: bump version, enable debug/cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config: bump version, enable debug/cache"}
nvidia/nemotron-3-nano-30b-a3b:low__json_schema PASS 89% 155 in → 1,237 out (836 reasoning)
Update config: bump version, enable debug, cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config: bump version, enable debug, cache"}
openai/gpt-5.6-luna:high PASS 89% 138 in → 40 out (27 reasoning)
Enable debug and caching; bump version
openai/gpt-5.6-luna:none__json_schema PASS 89% 176 in → 20 out (0 reasoning)
Enable debug and caching; bump version
JSON Schema Structured Output
(raw) {"commit_message":"Enable debug and caching; bump version"}
google/gemma-4-26b-a4b-it:medium PASS 88.7% 168 in → 950 out (898 reasoning)
Update config and add cache
deepseek/deepseek-v4-flash-0731:xhigh__json_schema PASS 88.3% 137 in → 887 out (705 reasoning)
Enable debug/cache, bump version
JSON Schema Structured Output
(raw) {"commit_message": "Enable debug/cache, bump version"}
google/gemini-3.1-flash-lite-preview:xhigh PASS 88.3% 154 in → 771 out (762 reasoning)
Update config: version, debug, and cache
minimax/minimax-m2.7:high__json_schema PASS 88.3% 306 in → 553 out (534 reasoning)
Update config: version, debug, cache
JSON Schema Structured Output
(raw) { "commit_message": "Update config: version, debug, cache" }
moonshotai/kimi-k2.7-code:xhigh PASS 88.3% 139 in → 231 out (221 reasoning)
Update config version, debug, and cache
nvidia/nemotron-3-super-120b-a12b:xhigh__json_schema PASS 88.3% 155 in → 381 out (294 reasoning)
Bump version, enable debug and cache
JSON Schema Structured Output
(raw) { "commit_message": "Bump version, enable debug and cache" }
mistralai/mistral-medium-3-5:xhigh__json_schema PASS 88% 142 in → 1,269 out (1,189 reasoning)
Bump version, enable cache & debug
JSON Schema Structured Output
(raw) {"commit_message": "Bump version, enable cache & debug"}
moonshotai/kimi-k2.6:high PASS 88% 140 in → 1,319 out (966 reasoning)
Update config version, debug, and cache
mistralai/mistral-medium-3-5:low__json_schema PASS 87.7% 142 in → 2,915 out (2,111 reasoning)
Bump version, enable debug and cache
JSON Schema Structured Output
(raw) {"commit_message": "Bump version, enable debug and cache"}
mistralai/mistral-medium-3-5:medium__json_schema PASS 87.7% 142 in → 896 out (933 reasoning)
Bump version, enable cache/debug
JSON Schema Structured Output
(raw) {"commit_message": "Bump version, enable cache/debug"}
openai/gpt-5.4-mini:low__json_schema PASS 87.7% 176 in → 57 out (36 reasoning)
Update config for debug and cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config for debug and cache"}
openai/gpt-5.5:medium PASS 87.7% 138 in → 65 out (56 reasoning)
Update config settings
openai/gpt-5.5:medium__json_schema PASS 87.7% 176 in → 19 out (0 reasoning)
Update config version and enable cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config version and enable cache"}
openai/gpt-5.6-sol:medium PASS 87.7% 138 in → 12 out (0 reasoning)
Update config version, debug, and cache
poolside/laguna-xs.2:medium__json_schema PASS 87.7% 195 in → 295 out (274 reasoning)
Update config: version, debug, cache
JSON Schema Structured Output
(raw) { "commit_message": "Update config: version, debug, cache" }
thinkingmachines/inkling:low PASS 87.7% 147 in → 76 out (63 reasoning)
Update config version and enable debug/cache
thinkingmachines/inkling:xhigh__json_schema PASS 87.3% 147 in → 265 out (246 reasoning)
Bump version, enable debug and cache
JSON Schema Structured Output
(raw) {"commit_message": "Bump version, enable debug and cache"}
deepseek/deepseek-v4-pro:xhigh__json_schema PASS 86.7% 406 in → 1,999 out (1,983 reasoning)
Enable debug, add cache, bump version
JSON Schema Structured Output
(raw) {"commit_message": "Enable debug, add cache, bump version"}
moonshotai/kimi-k2.7-code:xhigh__json_schema PASS 86.7% 227 in → 427 out (413 reasoning)
Bump version and enable debug/cache
JSON Schema Structured Output
(raw) {"commit_message": "Bump version and enable debug/cache"}
openai/gpt-5.4:high__json_schema PASS 86.7% 176 in → 200 out (174 reasoning)
Update config: v1.1, enable debug/cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config: v1.1, enable debug/cache"}
openai/gpt-5.4:xhigh PASS 86.7% 138 in → 239 out (222 reasoning)
Update config: v1.1, enable debug/cache
openai/gpt-oss-120b:xhigh__json_schema PASS 86.7% 199 in → 1,138 out (1,127 reasoning)
Bump config version, enable debug, add cache
JSON Schema Structured Output
(raw) {"commit_message":"Bump config version, enable debug, add cache"}
openai/gpt-oss-20b:medium__json_schema PASS 86.7% 253 in → 546 out (412 reasoning)
Bump version, enable debug, add cache
JSON Schema Structured Output
(raw) {"commit_message":"Bump version, enable debug, add cache"}
openai/gpt-oss-20b:xhigh PASS 86.7% 199 in → 964 out (954 reasoning)
Update config: bump version, enable debug, cache
qwen/qwen3.6-27b:medium PASS 86.7% 154 in → 2,593 out (2,052 reasoning)
Update config version, debug and cache
tencent/hy3:high PASS 86.7% 144 in → 2,371 out (2,360 reasoning)
Update config: version, debug, and cache
x-ai/grok-4.5:medium__json_schema PASS 86.3% 417 in → 604 out (587 reasoning)
Update config: bump version, enable debug/cache
JSON Schema Structured Output
(raw) {"commit_message": "Update config: bump version, enable debug/cache"}
anthropic/claude-opus-4.7:xhigh PASS 86% 193 in → 19 out (0 reasoning)
Update config: bump version, enable debug/cache
deepseek/deepseek-v4-pro:high PASS 86% 137 in → 939 out (926 reasoning)
Enable debug & cache, bump to 1.1
google/gemma-4-26b-a4b-it:medium__json_schema PASS 86% 168 in → 908 out (747 reasoning)
Update config version, debug, and cache
JSON Schema Structured Output
(raw) { "commit_message": "Update config version, debug, and cache" }
minimax/minimax-m2.7:xhigh__json_schema PASS 86% 306 in → 898 out (879 reasoning)
Add cache, update version, enable debug
JSON Schema Structured Output
(raw) { "commit_message": "Add cache, update version, enable debug" }
nvidia/nemotron-3-super-120b-a12b:none__json_schema PASS 86% 155 in → 17 out (0 reasoning)
Update version, enable debug and cache
JSON Schema Structured Output
(raw) { "commit_message": "Update version, enable debug and cache" }
openai/gpt-oss-20b:low__json_schema PASS 86% 197 in → 56 out (33 reasoning)
Update config: bump version, enable debug, add cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config: bump version, enable debug, add cache"}
qwen/qwen3.6-35b-a3b:low__json_schema PASS 86% 154 in → 1,847 out (1,339 reasoning)
Update config to v1.1, enable debug & cache
JSON Schema Structured Output
(raw) { "commit_message": "Update config to v1.1, enable debug & cache" }
thinkingmachines/inkling:medium PASS 86% 147 in → 391 out (386 reasoning)
Update config version, debug, and cache
x-ai/grok-4.5:xhigh__json_schema PASS 86% 417 in → 461 out (442 reasoning)
Update config to v1.1, enable debug/cache
JSON Schema Structured Output
(raw) {"commit_message": "Update config to v1.1, enable debug/cache"}
mistralai/mistral-medium-3-5:medium PASS 85.7% 154 in → 13,869 out (10,590 reasoning)
Bump to 1.1, enable debug/cache
anthropic/claude-opus-4.8:xhigh__json_schema PASS 85.3% 409 in → 21 out (0 reasoning)
Update config version and add cache option
JSON Schema Structured Output
(raw) {"commit_message":"Update config version and add cache option"}
minimax/minimax-m2.5:xhigh PASS 85.3% 173 in → 142 out (133 reasoning)
Update config version, debug, and cache
openai/gpt-5.4-mini:none__json_schema PASS 85.3% 176 in → 19 out (0 reasoning)
Update config version and enable cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config version and enable cache"}
anthropic/claude-opus-4.6:high PASS 85% 165 in → 13 out (0 reasoning)
Update config: bump version, enable debug/cache
anthropic/claude-opus-4.6:high__json_schema PASS 85% 335 in → 19 out (0 reasoning)
Update config: bump version, enable debug/cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config: bump version, enable debug/cache"}
anthropic/claude-opus-4.6:max__json_schema PASS 85% 335 in → 101 out (65 reasoning)
Update config: bump version and add cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config: bump version and add cache"}
anthropic/claude-sonnet-4.6:xhigh PASS 85% 165 in → 34 out (12 reasoning)
Update config version, enable debug and cache
anthropic/claude-sonnet-5:medium__json_schema PASS 85% 409 in → 23 out (0 reasoning)
Update version, enable debug and cache
JSON Schema Structured Output
(raw) {"commit_message": "Update version, enable debug and cache"}
deepseek/deepseek-v4-flash:xhigh__json_schema PASS 85% 233 in → 22 out (0 reasoning)
Update config to v1.1, enable debug and cache
JSON Schema Structured Output
(raw) { "commit_message": "Update config to v1.1, enable debug and cache" }
google/gemma-4-31b-it:high PASS 85% 169 in → 288 out (265 reasoning)
Update config version and settings
nvidia/nemotron-3-nano-30b-a3b:xhigh PASS 85% 155 in → 288 out (207 reasoning)
Update config version and enable cache
nvidia/nemotron-3-nano-30b-a3b:xhigh__json_schema PASS 85% 155 in → 721 out (447 reasoning)
Bump version, enable debug, add cache
JSON Schema Structured Output
(raw) { "commit_message": "Bump version, enable debug, add cache" }
openai/gpt-5.4-mini:medium__json_schema PASS 85% 176 in → 63 out (43 reasoning)
Update config version and settings
JSON Schema Structured Output
(raw) {"commit_message":"Update config version and settings"}
openai/gpt-5.6-sol:high__json_schema PASS 85% 176 in → 20 out (0 reasoning)
Update config version and enable debug/cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config version and enable debug/cache"}
openai/gpt-oss-120b:high__json_schema PASS 85% 186 in → 2,799 out (2,140 reasoning)
Add cache, bump version to 1.1, enable debug
JSON Schema Structured Output
(raw) { "commit_message": "Add cache, bump version to 1.1, enable debug" }
qwen/qwen3.6-35b-a3b:none__json_schema PASS 85% 156 in → 24 out (0 reasoning)
Update config to 1.1, enable debug and cache
JSON Schema Structured Output
(raw) { "commit_message": "Update config to 1.1, enable debug and cache" }
x-ai/grok-4.3:medium__json_schema PASS 85% 382 in → 835 out (814 reasoning)
Update config: v1.1, enable debug+cache
JSON Schema Structured Output
(raw) { "commit_message": "Update config: v1.1, enable debug+cache" }
deepseek/deepseek-v4-flash-0731:max__json_schema PASS 84.7% 229 in → 728 out (500 reasoning)
Update config to 1.1, enable debug/cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config to 1.1, enable debug/cache"}
moonshotai/kimi-k2.7-code:medium__json_schema PASS 84.7% 140 in → 309 out (291 reasoning)
Update version, enable debug and cache
JSON Schema Structured Output
(raw) { "commit_message": "Update version, enable debug and cache" }
anthropic/claude-opus-4.6:low PASS 84.3% 165 in → 13 out (0 reasoning)
Update config: bump version, enable debug/cache
anthropic/claude-opus-4.8:max__json_schema PASS 84.3% 409 in → 21 out (0 reasoning)
Update config version and add cache option
JSON Schema Structured Output
(raw) {"commit_message": "Update config version and add cache option"}
google/gemini-3-flash-preview:high__json_schema PASS 84.3% 216 in → 331 out (319 reasoning)
Update config version and enable settings
JSON Schema Structured Output
(raw) {"commit_message":"Update config version and enable settings"}
google/gemini-3.5-flash:xhigh__json_schema PASS 84.3% 216 in → 606 out (594 reasoning)
Update config settings and bump version
JSON Schema Structured Output
(raw) {"commit_message":"Update config settings and bump version"}
google/gemma-4-26b-a4b-it:low__json_schema PASS 84.3% 169 in → 1,083 out (762 reasoning)
Update config: version, debug, and cache
JSON Schema Structured Output
(raw) { "commit_message": "Update config: version, debug, and cache" }
openai/gpt-5.4:low__json_schema PASS 84.3% 176 in → 31 out (10 reasoning)
Update config version and enable cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config version and enable cache"}
openai/gpt-5.6-luna:medium__json_schema PASS 84.3% 176 in → 19 out (0 reasoning)
Update config version and enable caching
JSON Schema Structured Output
(raw) {"commit_message":"Update config version and enable caching"}
openai/gpt-5.6-luna:xhigh PASS 84.3% 138 in → 53 out (40 reasoning)
Enable debug and caching; bump version
openai/gpt-oss-20b:low PASS 84.3% 197 in → 191 out (173 reasoning)
Update config: bump version & add cache
thinkingmachines/inkling-small:low PASS 84.3% 147 in → 76 out (68 reasoning)
Update config version and flags
google/gemini-3-flash-preview:xhigh__json_schema PASS 84% 154 in → 436 out (424 reasoning)
Update config settings and bump version
JSON Schema Structured Output
(raw) {"commit_message":"Update config settings and bump version"}
openai/gpt-5.4-nano:low__json_schema PASS 84% 176 in → 21 out (0 reasoning)
Update config: bump version and enable cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config: bump version and enable cache"}
thinkingmachines/inkling-small:max PASS 84% 147 in → 164 out (146 reasoning)
Update config: version, debug, cache
thinkingmachines/inkling:high PASS 84% 147 in → 403 out (391 reasoning)
Update config version and settings
moonshotai/kimi-k2.7-code:high__json_schema PASS 83.7% 140 in → 789 out (600 reasoning)
Update config version, debug, and cache
JSON Schema Structured Output
(raw) {"commit_message": "Update config version, debug, and cache"}
openai/gpt-5.5:low__json_schema PASS 83.7% 176 in → 19 out (0 reasoning)
Update config version and enable cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config version and enable cache"}
z-ai/glm-4.7-flash:medium__json_schema PASS 83.7% 137 in → 966 out (970 reasoning)
Update config settings
JSON Schema Structured Output
(raw) {"commit_message": "Update config settings"}
anthropic/claude-opus-4.8:max PASS 83.3% 188 in → 319 out (64 reasoning)
`Update config: enable debug and cache` This message (38 characters) captures the key changes: enabling `debug` and adding the `cache` option, along with the version bump reflected in the config update.
deepseek/deepseek-v4-flash-0731:medium__json_schema PASS 83.3% 137 in → 389 out (282 reasoning)
Update config to v1.1, enable debug and cache
JSON Schema Structured Output
(raw) {"commit_message": "Update config to v1.1, enable debug and cache"}
deepseek/deepseek-v4-flash:none PASS 83.3% 137 in → 9 out (0 reasoning)
Update config version, debug, and add cache
google/gemma-4-26b-a4b-it:high__json_schema PASS 83.3% 169 in → 1,536 out (1,533 reasoning)
Update config version and settings
JSON Schema Structured Output
(raw) { "commit_message": "Update config version and settings" }
moonshotai/kimi-k2.6:low PASS 83.3% 139 in → 1,309 out (1,296 reasoning)
Update config: version 1.1, debug/cache
moonshotai/kimi-k2.6:xhigh__json_schema PASS 83.3% 139 in → 2,745 out (1,190 reasoning)
Update config version, enable debug and cache
JSON Schema Structured Output
(raw) { "commit_message": "Update config version, enable debug and cache" }
openai/gpt-5.4:medium__json_schema PASS 83.3% 176 in → 149 out (123 reasoning)
Update config: v1.1, debug and cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config: v1.1, debug and cache"}
openai/gpt-5.4:xhigh__json_schema PASS 83.3% 176 in → 215 out (189 reasoning)
Update config to v1.1, enable debug/cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config to v1.1, enable debug/cache"}
openai/gpt-5.5:none PASS 83.3% 138 in → 10 out (0 reasoning)
Update config version and enable cache
openai/gpt-5.6-luna:high__json_schema PASS 83.3% 176 in → 19 out (0 reasoning)
Update config version and enable caching
JSON Schema Structured Output
(raw) {"commit_message":"Update config version and enable caching"}
openai/gpt-5.6-sol:low PASS 83.3% 138 in → 12 out (0 reasoning)
Update config version, debug, and cache
openai/gpt-5.6-sol:xhigh PASS 83.3% 138 in → 12 out (0 reasoning)
Update config version, debug, and cache
qwen/qwen3.6-27b:low PASS 83.3% 154 in → 1,761 out (1,609 reasoning)
Update config version, debug and cache
qwen/qwen3.6-35b-a3b:medium__json_schema PASS 83.3% 154 in → 3,047 out (1,932 reasoning)
Update config: bump to 1.1, enable debug/cache
JSON Schema Structured Output
(raw) { "commit_message": "Update config: bump to 1.1, enable debug/cache" }
anthropic/claude-fable-5:xhigh PASS 83% 188 in → 98 out (48 reasoning)
``` Update config: bump version, enable debug/cache ``` This captures all three changes (version bump to 1.1, debug enabled, cache option added) in 48 characters.
openai/gpt-5.4:none__json_schema PASS 83% 176 in → 19 out (0 reasoning)
Update config version and enable cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config version and enable cache"}
anthropic/claude-haiku-4.5:high__json_schema PASS 82.7% 364 in → 3,155 out (826 reasoning)
Update version to 1.1, enable debug/cache
JSON Schema Structured Output
(raw) {"commit_message": "Update version to 1.1, enable debug/cache"}
google/gemma-4-26b-a4b-it:none__json_schema PASS 82.7% 166 in → 18 out (0 reasoning)
Update config version and enable debug/cache
JSON Schema Structured Output
(raw) { "commit_message": "Update config version and enable debug/cache" }
minimax/minimax-m2.5:high PASS 82.7% 170 in → 179 out (172 reasoning)
Add cache config and update version to 1.1
minimax/minimax-m2.5:low__json_schema PASS 82.7% 170 in → 159 out (152 reasoning)
Update config: version, debug and add cache
JSON Schema Structured Output
(raw) { "commit_message": "Update config: version, debug and add cache" }
minimax/minimax-m2.7:xhigh PASS 82.7% 170 in → 407 out (429 reasoning)
Update config: v1.1, debug, cache
openai/gpt-5.4:none PASS 82.7% 138 in → 12 out (0 reasoning)
Update config version, debug, and cache
openai/gpt-5.6-luna:low__json_schema PASS 82.7% 176 in → 20 out (0 reasoning)
Enable debug and caching; bump version
JSON Schema Structured Output
(raw) {"commit_message":"Enable debug and caching; bump version"}
poolside/laguna-m.1:high PASS 82.7% 158 in → 319 out (303 reasoning)
Bump version to 1.1, enable debug, add cache
z-ai/glm-5.2:low__json_schema PASS 82.7% 146 in → 343 out (324 reasoning)
Update config.json to v1.1 and enable cache
JSON Schema Structured Output
(raw) {"commit_message": "Update config.json to v1.1 and enable cache"}
anthropic/claude-fable-5:xhigh__json_schema PASS 82.3% 409 in → 85 out (28 reasoning)
Update config: bump version, enable options
JSON Schema Structured Output
(raw) {"commit_message": "Update config: bump version, enable options"}
google/gemma-4-26b-a4b-it:high PASS 82.3% 169 in → 1,146 out (946 reasoning)
Update version and config settings
moonshotai/kimi-k2.7-code:low__json_schema PASS 82.3% 140 in → 198 out (182 reasoning)
Update config version and settings
JSON Schema Structured Output
(raw) { "commit_message": "Update config version and settings" }
deepseek/deepseek-v4-flash:xhigh PASS 82% 216 in → 1,550 out (1,541 reasoning)
Update config: enable debug, add cache
mistralai/mistral-medium-3-5:high__json_schema PASS 82% 142 in → 1,106 out (1,150 reasoning)
Update config settings
JSON Schema Structured Output
(raw) {"commit_message": "Update config settings"}
moonshotai/kimi-k2.7-code:high PASS 82% 140 in → 247 out (237 reasoning)
Update config: bump version and enable options
anthropic/claude-sonnet-5:low__json_schema PASS 81.7% 409 in → 23 out (0 reasoning)
Update version, enable debug and cache
JSON Schema Structured Output
(raw) {"commit_message": "Update version, enable debug and cache"}
arcee-ai/trinity-large-thinking:high PASS 81.7% 140 in → 1,060 out (1,056 reasoning)
Update config to v1.1 with debug and cache
deepseek/deepseek-v4-flash-0731:low PASS 81.7% 137 in → 1,011 out (790 reasoning)
Update config: v1.1, debug, cache
deepseek/deepseek-v4-flash-0731:none__json_schema PASS 81.7% 137 in → 20 out (0 reasoning)
Update config to v1.1, debug, cache
JSON Schema Structured Output
(raw) {"commit_message": "Update config to v1.1, debug, cache"}
google/gemini-3.1-flash-lite-preview:high__json_schema PASS 81.7% 216 in → 427 out (407 reasoning)
Update config: version, debug, and cache
JSON Schema Structured Output
(raw) { "commit_message": "Update config: version, debug, and cache" }
google/gemma-4-31b-it:low__json_schema PASS 81.7% 172 in → 447 out (434 reasoning)
Update config version and settings
JSON Schema Structured Output
(raw) {"commit_message":"Update config version and settings"}
ibm-granite/granite-4.1-8b__json_schema PASS 81.7% 156 in → 16 out
Bump version, enable debug and cache
JSON Schema Structured Output
(raw) {"commit_message": "Bump version, enable debug and cache"}
minimax/minimax-m2.5:xhigh__json_schema PASS 81.7% 170 in → 157 out (161 reasoning)
Update config: version, debug, cache
JSON Schema Structured Output
(raw) { "commit_message": "Update config: version, debug, cache" }
minimax/minimax-m3:low PASS 81.7% 308 in → 92 out (84 reasoning)
Update config to v1.1 with debug and cache
mistralai/mistral-medium-3-5:none PASS 81.7% 154 in → 6 out (0 reasoning)
Update config version and settings
mistralai/mistral-medium-3-5:none__json_schema PASS 81.7% 142 in → 13 out (0 reasoning)
Update config, add cache flag
JSON Schema Structured Output
(raw) {"commit_message": "Update config, add cache flag"}
openai/gpt-5.5:none__json_schema PASS 81.7% 176 in → 19 out (0 reasoning)
Update config version and enable cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config version and enable cache"}
openai/gpt-5.6-sol:none PASS 81.7% 138 in → 11 out (0 reasoning)
Update config version and enable debug/cache
openai/gpt-oss-20b:high PASS 81.7% 199 in → 825 out (815 reasoning)
Update config.json: bump version, debug, cache
poolside/laguna-m.1:medium__json_schema PASS 81.7% 158 in → 409 out (388 reasoning)
Update version to 1.1, enable debug, add cache
JSON Schema Structured Output
(raw) {"commit_message": "Update version to 1.1, enable debug, add cache"}
poolside/laguna-xs-2.1:medium PASS 81.7% 158 in → 520 out (510 reasoning)
Update config: version, debug, add cache
thinkingmachines/inkling-small:high PASS 81.7% 147 in → 963 out (671 reasoning)
Update version, debug, and add cache
thinkingmachines/inkling:max PASS 81.7% 147 in → 404 out (388 reasoning)
Update config: version, debug, cache
thinkingmachines/inkling:xhigh PASS 81.7% 147 in → 534 out (517 reasoning)
Update config version, debug, and cache
x-ai/grok-4.5:max__json_schema PASS 81.7% 417 in → 577 out (558 reasoning)
Update config to 1.1, enable debug and cache
JSON Schema Structured Output
(raw) {"commit_message": "Update config to 1.1, enable debug and cache"}
deepseek/deepseek-v4-pro:xhigh PASS 81.3% 216 in → 818 out (803 reasoning)
Bump version to 1.1, enable debug and cache
anthropic/claude-opus-4.7:medium PASS 81% 193 in → 19 out (0 reasoning)
Update config: bump version, enable debug/cache
deepseek/deepseek-v4-flash-0731:low__json_schema PASS 81% 137 in → 1,485 out (1,031 reasoning)
Bump config to 1.1, enable debug and cache
JSON Schema Structured Output
(raw) {"commit_message": "Bump config to 1.1, enable debug and cache"}
google/gemma-4-31b-it:high__json_schema PASS 81% 168 in → 404 out (365 reasoning)
Update config version and settings
JSON Schema Structured Output
(raw) {"commit_message": "Update config version and settings"}
google/gemma-4-31b-it:none__json_schema PASS 81% 166 in → 21 out (0 reasoning)
Update config version and enable debug/cache
JSON Schema Structured Output
(raw) { "commit_message": "Update config version and enable debug/cache" }
nvidia/nemotron-3-nano-30b-a3b:high PASS 81% 155 in → 2,099 out (1,587 reasoning)
Update config: bump version, enable debug, cache
openai/gpt-5.4-nano:high__json_schema PASS 81% 176 in → 21 out (0 reasoning)
Update config: bump version and enable cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config: bump version and enable cache"}
qwen/qwen3.7-flash:medium PASS 81% 154 in → 1,834 out (1,817 reasoning)
Update config: v1.1, enable debug and cache
thinkingmachines/inkling-small:medium__json_schema PASS 81% 147 in → 352 out (330 reasoning)
Update config to v1.1, enable debug/cache
JSON Schema Structured Output
(raw) {"commit_message": "Update config to v1.1, enable debug/cache"}
thinkingmachines/inkling-small:xhigh PASS 81% 147 in → 683 out (556 reasoning)
Update config version, debug, cache
x-ai/grok-4.5:high PASS 81% 345 in → 409 out (397 reasoning)
Update config to v1.1, enable debug/cache
anthropic/claude-sonnet-5:high PASS 80.7% 188 in → 21 out (0 reasoning)
``` Update config: bump version, enable debug/cache ```
google/gemma-4-31b-it:xhigh__json_schema PASS 80.7% 169 in → 465 out (434 reasoning)
Update config version and settings
JSON Schema Structured Output
(raw) {"commit_message": "Update config version and settings"}
moonshotai/kimi-k3:high__json_schema PASS 80.7% 317 in → 236 out (204 reasoning)
Enable debug and cache, bump version to 1.1
JSON Schema Structured Output
(raw) {"commit_message":"Enable debug and cache, bump version to 1.1"}
openai/gpt-5.4-nano:medium__json_schema PASS 80.7% 176 in → 21 out (0 reasoning)
Update config: bump version and enable cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config: bump version and enable cache"}
z-ai/glm-5.2:medium PASS 80.7% 144 in → 575 out (480 reasoning)
Update config: bump version and add cache
deepseek/deepseek-v4-pro:high__json_schema PASS 80.3% 328 in → 288 out (268 reasoning)
Update config: enable debug and cache, v1.1
JSON Schema Structured Output
(raw) {"commit_message": "Update config: enable debug and cache, v1.1"}
deepseek/deepseek-v4-pro:medium__json_schema PASS 80.3% 137 in → 20 out (0 reasoning)
Enable debug mode & cache in v1.1
JSON Schema Structured Output
(raw) { "commit_message": "Enable debug mode & cache in v1.1" }
openai/gpt-5.4-nano:xhigh PASS 80.3% 138 in → 390 out (373 reasoning)
Update config: v1.1, enable debug/cache
x-ai/grok-4.3:low PASS 80.3% 322 in → 345 out (333 reasoning)
Update config: v1.1, enable debug+cache
z-ai/glm-5.2:none PASS 80.3% 138 in → 7 out (0 reasoning)
Update config version and enable flags
anthropic/claude-opus-4.8:high__json_schema PASS 80% 409 in → 24 out (0 reasoning)
Update config version and enable debug/cache
JSON Schema Structured Output
(raw) {"commit_message": "Update config version and enable debug/cache"}
anthropic/claude-sonnet-5:none__json_schema PASS 80% 409 in → 23 out (0 reasoning)
Bump version, enable debug and cache
JSON Schema Structured Output
(raw) {"commit_message": "Bump version, enable debug and cache"}
deepseek/deepseek-v4-pro:medium PASS 80% 137 in → 765 out (752 reasoning)
Enable debug and cache, bump to 1.1
minimax/minimax-m3:medium PASS 80% 502 in → 104 out (102 reasoning)
Update config to v1.1 with debug and cache
mistralai/mistral-medium-3-5:high PASS 80% 154 in → 1,810 out (1,765 reasoning)
Update config: add cache, enable debug, v1.1
openai/gpt-5.4-mini:none PASS 80% 138 in → 10 out (0 reasoning)
Update config version and enable cache
openai/gpt-5.5:low PASS 80% 138 in → 10 out (0 reasoning)
Update config version and enable cache
tencent/hy3:xhigh__json_schema PASS 80% 144 in → 2,188 out (1,475 reasoning)
Update config to v1.1, enable debug and cache
JSON Schema Structured Output
(raw) {"commit_message": "Update config to v1.1, enable debug and cache"}
thinkingmachines/inkling-small:none PASS 80% 145 in → 8 out (0 reasoning)
Update config version and settings
anthropic/claude-opus-4.8:xhigh PASS 79.3% 188 in → 73 out (58 reasoning)
`Update config: bump version, enable cache`
anthropic/claude-sonnet-4.6:low PASS 79.3% 165 in → 15 out (0 reasoning)
Update version to 1.1 and add cache config
anthropic/claude-sonnet-4.6:max PASS 79.3% 165 in → 97 out (63 reasoning)
`Update config version to 1.1 and add cache`
google/gemini-3-flash-preview:medium__json_schema PASS 79.3% 154 in → 317 out (303 reasoning)
Update version and settings in config.json
JSON Schema Structured Output
(raw) {"commit_message":"Update version and settings in config.json"}
google/gemma-4-31b-it:xhigh PASS 79.3% 169 in → 248 out (219 reasoning)
Update config version and settings
minimax/minimax-m2.5:medium__json_schema PASS 79.3% 170 in → 153 out (141 reasoning)
Update config: version, debug and add cache
JSON Schema Structured Output
(raw) { "commit_message": "Update config: version, debug and add cache" }
minimax/minimax-m2.7:high PASS 79.3% 173 in → 245 out (230 reasoning)
"Update config: v1.1, debug and cache enabled"
nvidia/nemotron-3-super-120b-a12b:none PASS 79.3% 155 in → 8 out (0 reasoning)
Update version and enable debug/cache features
openai/gpt-5.5:high PASS 79.3% 138 in → 125 out (109 reasoning)
Update config to v1.1 and enable flags
openai/gpt-5.5:high__json_schema PASS 79.3% 176 in → 19 out (0 reasoning)
Update config version and enable cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config version and enable cache"}
openai/gpt-5.6-sol:max PASS 79.3% 138 in → 225 out (208 reasoning)
Update config to v1.1 and enable cache/debug
poolside/laguna-xs-2.1:high__json_schema PASS 79.3% 158 in → 572 out (555 reasoning)
Update config with version, debug, and cache
JSON Schema Structured Output
(raw) {"commit_message": "Update config with version, debug, and cache"}
qwen/qwen3.6-flash:low PASS 79.3% 154 in → 2,427 out (2,417 reasoning)
Update config version and settings
qwen/qwen3.6-flash:medium PASS 79.3% 154 in → 3,509 out (3,492 reasoning)
Update config.json: v1.1, enable debug/cache
x-ai/grok-4.3:high__json_schema PASS 79.3% 376 in → 2,396 out (2,374 reasoning)
Update config: version 1.1, debug true, add cache
JSON Schema Structured Output
(raw) { "commit_message": "Update config: version 1.1, debug true, add cache" }
x-ai/grok-4.3:max PASS 79.3% 316 in → 458 out (445 reasoning)
Update config version to 1.1, enable debug+cache
x-ai/grok-4.5:high__json_schema PASS 79.3% 417 in → 417 out (398 reasoning)
Update config: v1.1, debug/cache true
JSON Schema Structured Output
(raw) {"commit_message":"Update config: v1.1, debug/cache true"}
poolside/laguna-xs.2:low__json_schema PASS 78.7% 195 in → 277 out (263 reasoning)
Enable debug and add cache config
JSON Schema Structured Output
(raw) {"commit_message": "Enable debug and add cache config"}
qwen/qwen3.7-plus:high PASS 78.7% 154 in → 1,432 out (1,415 reasoning)
Update config: v1.1, enable debug and cache
thinkingmachines/inkling-small:low__json_schema PASS 78.7% 147 in → 144 out (123 reasoning)
Update config to v1.1 with new flags
JSON Schema Structured Output
(raw) {"commit_message": "Update config to v1.1 with new flags"}
thinkingmachines/inkling-small:medium PASS 78.7% 147 in → 813 out (795 reasoning)
Bump to 1.1, enable debug and cache
anthropic/claude-opus-4.8:medium__json_schema PASS 78.3% 409 in → 23 out (0 reasoning)
Update config with cache and debug settings
JSON Schema Structured Output
(raw) {"commit_message": "Update config with cache and debug settings"}
google/gemini-3.1-flash-lite-preview:medium__json_schema PASS 78.3% 154 in → 215 out (200 reasoning)
Update configuration settings
JSON Schema Structured Output
(raw) { "commit_message": "Update configuration settings" }
google/gemini-3.5-flash-lite:max__json_schema PASS 78.3% 154 in → 475 out (465 reasoning)
Update configuration settings
JSON Schema Structured Output
(raw) {"commit_message": "Update configuration settings"}
google/gemini-3.5-flash-lite:medium PASS 78.3% 153 in → 326 out (321 reasoning)
Update config.json settings
nvidia/nemotron-3-nano-30b-a3b:high__json_schema PASS 78.3% 155 in → 1,621 out (1,100 reasoning)
Update config: bump ver, enable debug, add cache
JSON Schema Structured Output
(raw) { "commit_message": "Update config: bump ver, enable debug, add cache" }
openai/gpt-5.4:low PASS 78.3% 138 in → 91 out (74 reasoning)
Update config: v1.1, enable debug/cache
openai/gpt-5.4:medium PASS 78.3% 138 in → 200 out (186 reasoning)
Update config: enable debug and add cache
openai/gpt-5.6-luna:max PASS 78.3% 138 in → 237 out (223 reasoning)
Enable debug and cache; bump config version
openai/gpt-5.6-sol:none__json_schema PASS 78.3% 176 in → 21 out (0 reasoning)
Update config version, debug, and cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config version, debug, and cache"}
openai/gpt-oss-20b:medium PASS 78.3% 199 in → 454 out (430 reasoning)
Bump config version, enable debug, add cache.
poolside/laguna-xs-2.1:xhigh PASS 78.3% 158 in → 220 out (210 reasoning)
Update config: version, debug, add cache
poolside/laguna-xs-2.1:xhigh__json_schema PASS 78.3% 158 in → 419 out (403 reasoning)
Update config version, enable debug and cache
JSON Schema Structured Output
(raw) {"commit_message": "Update config version, enable debug and cache"}
qwen/qwen3.7-max:medium PASS 78.3% 154 in → 1,688 out (1,674 reasoning)
Update config.json: version, debug, cache
openai/gpt-5.6-terra:xhigh__json_schema PASS 78% 176 in → 52 out (30 reasoning)
Update config version and enable debug cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config version and enable debug cache"}
anthropic/claude-opus-4.6:low__json_schema PASS 77.7% 335 in → 19 out (0 reasoning)
Update config: bump version, enable debug/cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config: bump version, enable debug/cache"}
google/gemini-3.1-flash-lite-preview:high PASS 77.7% 154 in → 419 out (416 reasoning)
Update config settings
google/gemini-3.5-flash-lite:low__json_schema PASS 77.7% 154 in → 14 out (0 reasoning)
Update config.json version and flags
JSON Schema Structured Output
(raw) {"commit_message": "Update config.json version and flags"}
google/gemini-3.6-flash:high PASS 77.7% 154 in → 1,298 out (1,286 reasoning)
Update config to v1.1, enable debug and cache
moonshotai/kimi-k2.6:medium PASS 77.7% 140 in → 649 out (643 reasoning)
Update config: version 1.1, debug, cache
nvidia/nemotron-3-super-120b-a12b:low__json_schema PASS 77.7% 155 in → 236 out (174 reasoning)
Bump version to 1.1, enable debug and cache
JSON Schema Structured Output
(raw) { "commit_message": "Bump version to 1.1, enable debug and cache" }
nvidia/nemotron-3-super-120b-a12b:medium__json_schema PASS 77.7% 155 in → 480 out (369 reasoning)
Bump version to 1.1, turn on debug and cache
JSON Schema Structured Output
(raw) { "commit_message": "Bump version to 1.1, turn on debug and cache" }
openai/gpt-5.4-mini:high PASS 77.7% 138 in → 59 out (50 reasoning)
Update config settings
openai/gpt-oss-120b:low PASS 77.7% 199 in → 251 out (238 reasoning)
Update config: version 1.1, debug on, cache
qwen/qwen3.7-max:high PASS 77.7% 154 in → 1,478 out (1,469 reasoning)
Update config.json settings
x-ai/grok-4.3:medium PASS 77.7% 322 in → 578 out (560 reasoning)
Update config: v1.1 + debug/cache (The message is 36 chars.)
z-ai/glm-5.2:xhigh PASS 77.7% 144 in → 1,127 out (1,113 reasoning)
Update config: v1.1, debug, and cache
anthropic/claude-opus-4.7:high__json_schema PASS 77.3% 414 in → 29 out (0 reasoning)
Update config: bump version, enable debug and cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config: bump version, enable debug and cache"}
anthropic/claude-sonnet-5:none PASS 77.3% 188 in → 19 out (0 reasoning)
Bump version to 1.1, enable debug and cache
openai/gpt-5.4:high PASS 77.3% 138 in → 172 out (158 reasoning)
Update config: enable debug and add cache
openai/gpt-5.4-mini:xhigh__json_schema PASS 77% 176 in → 175 out (157 reasoning)
Update config settings
JSON Schema Structured Output
(raw) {"commit_message":"Update config settings"}
openai/gpt-5.6-luna:max__json_schema PASS 77% 176 in → 100 out (78 reasoning)
Update config, enable debug and cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config, enable debug and cache"}
anthropic/claude-opus-4.8:none__json_schema PASS 76.7% 409 in → 23 out (0 reasoning)
Update config version and enable debug/cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config version and enable debug/cache"}
google/gemini-3.5-flash-lite:low PASS 76.7% 153 in → 5 out (0 reasoning)
Update config.json settings
google/gemini-3.6-flash:high__json_schema PASS 76.7% 216 in → 507 out (488 reasoning)
Update config: bump version to 1.1 and add cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config: bump version to 1.1 and add cache"}
google/gemini-3.6-flash:max__json_schema PASS 76.7% 154 in → 808 out (792 reasoning)
Update config to v1.1 and enable debug
JSON Schema Structured Output
(raw) {"commit_message":"Update config to v1.1 and enable debug"}
google/gemma-4-31b-it:low PASS 76.7% 169 in → 415 out (374 reasoning)
Update config version, debug, and cache
qwen/qwen3.6-flash:low__json_schema PASS 76.7% 156 in → 1,896 out (1,874 reasoning)
Update config to enable debug and cache
JSON Schema Structured Output
(raw) { "commit_message": "Update config to enable debug and cache" }
x-ai/grok-4.5:low__json_schema PASS 76.7% 417 in → 313 out (294 reasoning)
Update config: v1.1, enable debug+cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config: v1.1, enable debug+cache"}
z-ai/glm-5.2:high PASS 76.7% 144 in → 244 out (221 reasoning)
Update config version and flags
anthropic/claude-opus-4.7:low__json_schema PASS 76% 414 in → 29 out (0 reasoning)
Update config: bump version, enable debug and cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config: bump version, enable debug and cache"}
deepseek/deepseek-v4-flash-0731:xhigh PASS 76% 137 in → 1,094 out (695 reasoning)
Update config to v1.1, add cache, debug
google/gemini-3.5-flash-lite:max PASS 76% 154 in → 476 out (471 reasoning)
Update config.json settings
google/gemini-3.5-flash-lite:medium__json_schema PASS 76% 154 in → 234 out (218 reasoning)
Update config.json
JSON Schema Structured Output
(raw) { "commit_message": "Update config.json" }
google/gemma-4-26b-a4b-it:xhigh__json_schema PASS 76% 169 in → 891 out (805 reasoning)
Update config: version, debug, and cache
JSON Schema Structured Output
(raw) { "commit_message": "Update config: version, debug, and cache" }
openai/gpt-5.6-luna:xhigh__json_schema PASS 76% 176 in → 17 out (0 reasoning)
Enable debug and caching
JSON Schema Structured Output
(raw) {"commit_message":"Enable debug and caching"}
openai/gpt-oss-120b:low__json_schema PASS 76% 197 in → 223 out (145 reasoning)
Update config: version 1.1, debug true, cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config: version 1.1, debug true, cache"}
thinkingmachines/inkling:max__json_schema PASS 76% 147 in → 487 out (463 reasoning)
Update config: version 1.1, debug, cache
JSON Schema Structured Output
(raw) {"commit_message": "Update config: version 1.1, debug, cache"}
x-ai/grok-4.3:low__json_schema PASS 76% 382 in → 346 out (329 reasoning)
Update config: v1.1, enable debug+cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config: v1.1, enable debug+cache"}
z-ai/glm-5.2:medium__json_schema PASS 76% 144 in → 857 out (836 reasoning)
Update config to v1.1 and enable debug/cache
JSON Schema Structured Output
(raw) { "commit_message": "Update config to v1.1 and enable debug/cache" }
arcee-ai/trinity-mini:medium PASS 75.7% 140 in → 418 out (432 reasoning)
Update config v1.1 with debug, cache
z-ai/glm-4.7-flash:low PASS 75.7% 137 in → 642 out (644 reasoning)
Update config settings
openai/gpt-5.4-mini:low PASS 75.3% 138 in → 53 out (42 reasoning)
Update config version and settings
anthropic/claude-fable-5:max PASS 75% 188 in → 936 out (99 reasoning)
``` Enable debug and cache, bump version to 1.1 ``` This message (43 characters) captures all three changes: enabling debug mode, adding the cache option, and the version bump from 1.0 to 1.1.
anthropic/claude-sonnet-4.6:max__json_schema PASS 75% 335 in → 124 out (86 reasoning)
Update config: bump version and add cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config: bump version and add cache"}
arcee-ai/trinity-mini:medium__json_schema PASS 75% 140 in → 367 out (402 reasoning)
Add debug, cache settings
JSON Schema Structured Output
(raw) { "commit_message": "Add debug, cache settings" }
google/gemini-3.1-flash-lite-preview:medium PASS 75% 153 in → 300 out (295 reasoning)
Update config version and settings
google/gemini-3.5-flash-lite:xhigh PASS 75% 153 in → 618 out (614 reasoning)
Update config.json
openai/gpt-5.4-mini:high__json_schema PASS 75% 176 in → 109 out (90 reasoning)
Update config.json settings
JSON Schema Structured Output
(raw) {"commit_message":"Update config.json settings"}
qwen/qwen3.7-max:xhigh PASS 75% 154 in → 2,711 out (2,695 reasoning)
Update config.json to v1.1 and add cache
liquid/lfm-2-24b-a2b PASS 74.3% 148 in → 6 out
Update version and debug settings
minimax/minimax-m2.7:medium__json_schema PASS 74.3% 306 in → 213 out (200 reasoning)
Update config with cache setting
JSON Schema Structured Output
(raw) {"commit_message": "Update config with cache setting"}
poolside/laguna-xs.2:xhigh__json_schema PASS 74.3% 195 in → 615 out (596 reasoning)
Update config: v1.1, debug, cache
JSON Schema Structured Output
(raw) {"commit_message": "Update config: v1.1, debug, cache"}
qwen/qwen3.7-flash:low PASS 74.3% 154 in → 1,793 out (1,784 reasoning)
Update config.json settings
z-ai/glm-4.7-flash:xhigh PASS 74.3% 137 in → 960 out (970 reasoning)
Update config settings
anthropic/claude-haiku-4.5:none PASS 74% 165 in → 15 out (0 reasoning)
Update config version to 1.1 and enable debug
minimax/minimax-m3:medium__json_schema PASS 74% 256 in → 22 out (21 reasoning)
Bump version to 1.1; enable debug & cache
JSON Schema Structured Output
(raw) { "commit_message": "Bump version to 1.1; enable debug & cache" }
openai/gpt-5.4-mini:medium PASS 74% 138 in → 68 out (59 reasoning)
Update config settings
google/gemini-3.5-flash-lite:xhigh__json_schema PASS 73.7% 216 in → 483 out (471 reasoning)
Update config.json settings
JSON Schema Structured Output
(raw) {"commit_message": "Update config.json settings"}
google/gemini-3.5-flash:medium__json_schema PASS 73.7% 216 in → 447 out (431 reasoning)
Update config.json: enable debug and cache
JSON Schema Structured Output
(raw) {"commit_message": "Update config.json: enable debug and cache"}
minimax/minimax-m3:high PASS 73.7% 308 in → 84 out (83 reasoning)
Bump version to 1.1 and add cache setting
qwen/qwen3.7-flash:xhigh PASS 73.7% 154 in → 2,153 out (2,140 reasoning)
Update config.json to enable debug and cache
anthropic/claude-opus-4.8:low__json_schema PASS 73.3% 409 in → 24 out (0 reasoning)
Update config version and enable debug/cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config version and enable debug/cache"}
anthropic/claude-opus-4.8:medium PASS 73.3% 188 in → 13 out (0 reasoning)
Update config with cache and debug settings
anthropic/claude-sonnet-4.6:none PASS 73.3% 165 in → 15 out (0 reasoning)
Update version to 1.1 and add cache config
arcee-ai/trinity-mini:xhigh PASS 73.3% 140 in → 269 out (300 reasoning)
Add debug and cache settings
arcee-ai/trinity-mini:xhigh__json_schema PASS 73.3% 140 in → 586 out (604 reasoning)
Update config,add cache
JSON Schema Structured Output
(raw) { "commit_message": "Update config,add cache" }
google/gemini-3.1-flash-lite-preview:xhigh__json_schema PASS 73.3% 216 in → 363 out (346 reasoning)
Update config.json settings
JSON Schema Structured Output
(raw) { "commit_message": "Update config.json settings" }
moonshotai/kimi-k2.7-code:medium PASS 73.3% 139 in → 257 out (246 reasoning)
Update config: bump version, enable debug/cache
openai/gpt-5.4-mini:xhigh PASS 73.3% 138 in → 525 out (516 reasoning)
Update config settings
poolside/laguna-m.1:low__json_schema PASS 73.3% 158 in → 383 out (362 reasoning)
Update version to 1.1, enable debug, add cache
JSON Schema Structured Output
(raw) {"commit_message": "Update version to 1.1, enable debug, add cache"}
qwen/qwen3.6-27b:none PASS 73.3% 156 in → 9 out (0 reasoning)
Update config version to 1.1
qwen/qwen3.6-35b-a3b:none PASS 73.3% 156 in → 8 out (0 reasoning)
Update config to v1.1
z-ai/glm-4.7-flash:high PASS 73% 137 in → 420 out (403 reasoning)
Update config
anthropic/claude-haiku-4.5:low__json_schema PASS 72.7% 364 in → 1,421 out (529 reasoning)
Update config version and enable debug/cache
JSON Schema Structured Output
(raw) {"commit_message": "Update config version and enable debug/cache"}
deepseek/deepseek-v4-flash-0731:medium PASS 72.7% 137 in → 662 out (650 reasoning)
Update config to v1.1 with debug and cache
minimax/minimax-m2.7:medium PASS 72.7% 170 in → 180 out (169 reasoning)
``` Update config with new settings ```
poolside/laguna-xs.2:low PASS 72.7% 195 in → 508 out (494 reasoning)
Update config to v1.1 with debug and cache
qwen/qwen3.6-flash:high PASS 72.7% 154 in → 2,519 out (2,503 reasoning)
Update config.json v1.1, debug, cache
z-ai/glm-4.7-flash:medium PASS 72.7% 137 in → 685 out (731 reasoning)
Update config settings
google/gemma-4-31b-it:medium__json_schema PASS 72.3% 169 in → 535 out (1 reasoning)
Update config version and settings
JSON Schema Structured Output
(raw) {"commit_message": "Update config version and settings"}
openai/gpt-5.4-nano:none__json_schema PASS 72.3% 176 in → 20 out (0 reasoning)
Update config version and enable debug/cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config version and enable debug/cache"}
poolside/laguna-m.1:xhigh PASS 72.3% 158 in → 658 out (644 reasoning)
Update config version to 1.1, add cache
qwen/qwen3.7-max:none PASS 72.3% 156 in → 9 out (0 reasoning)
Update config version, debug, and cache settings
google/gemma-4-31b-it:medium PASS 72% 169 in → 343 out (316 reasoning)
Update configuration settings
openai/gpt-5.6-terra:medium PASS 72% 138 in → 13 out (0 reasoning)
Update config version, debug, and cache settings
anthropic/claude-fable-5:max__json_schema PASS 71.7% 409 in → 381 out (59 reasoning)
Update config: bump version, enable debug/cache
JSON Schema Structured Output
(raw) {"commit_message": "Update config: bump version, enable debug/cache"}
anthropic/claude-sonnet-5:xhigh PASS 71.7% 188 in → 36 out (27 reasoning)
Update config: bump version, enable debug/cache
google/gemini-3.5-flash-lite:high__json_schema PASS 71.7% 216 in → 533 out (521 reasoning)
Update configuration in config.json
JSON Schema Structured Output
(raw) {"commit_message":"Update configuration in config.json"}
moonshotai/kimi-k2.7-code:low PASS 71.7% 140 in → 583 out (572 reasoning)
Update config: bump version, enable debug/cache
openai/gpt-5.4-nano:high PASS 71.7% 138 in → 13 out (0 reasoning)
Update config: bump version, enable debug/cache
qwen/qwen3.6-27b:none__json_schema PASS 71.7% 156 in → 24 out (0 reasoning)
Bump version to 1.1 and add cache config
JSON Schema Structured Output
(raw) { "commit_message": "Bump version to 1.1 and add cache config" }
qwen/qwen3.6-35b-a3b:low PASS 71.7% 154 in → 2,242 out (1,794 reasoning)
Update config.json to enable debug & cache
z-ai/glm-5.2:none__json_schema PASS 71.7% 138 in → 16 out (0 reasoning)
Update config to enable debug and cache
JSON Schema Structured Output
(raw) { "commit_message": "Update config to enable debug and cache" }
deepseek/deepseek-v4-pro:none__json_schema PASS 71.3% 328 in → 15 out (0 reasoning)
Update config: version, debug, add cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config: version, debug, add cache"}
google/gemini-3-flash-preview:medium PASS 71.3% 153 in → 593 out (584 reasoning)
Update config version, debug, and cache settings
google/gemini-3.5-flash:high__json_schema PASS 71% 216 in → 1,292 out (1,275 reasoning)
Update config: bump version, enable debug & cache
JSON Schema Structured Output
(raw) {"commit_message": "Update config: bump version, enable debug & cache"}
tencent/hy3:high__json_schema PASS 71% 144 in → 3,447 out (2,313 reasoning)
Update config to v1.1, enable debug and cache
JSON Schema Structured Output
(raw) { "commit_message": "Update config to v1.1, enable debug and cache" }
x-ai/grok-4.5:low PASS 71% 345 in → 281 out (270 reasoning)
Update config to v1.1 with debug+cache
z-ai/glm-4.7-flash:none PASS 71% 137 in → 7 out (0 reasoning)
Update config version and debug settings
deepseek/deepseek-v4-flash-0731:none PASS 70% 137 in → 7 out (0 reasoning)
Update config to v1.1
google/gemini-3-flash-preview:low__json_schema PASS 70% 216 in → 529 out (518 reasoning)
Update version and configuration settings
JSON Schema Structured Output
(raw) {"commit_message":"Update version and configuration settings"}
openai/gpt-5.6-luna:low PASS 70% 138 in → 9 out (0 reasoning)
Enable debug and caching settings
qwen/qwen3.6-35b-a3b:xhigh PASS 70% 154 in → 1,307 out (1,182 reasoning)
Update config.json
mistralai/devstral-2512__json_schema PASS 69.7% 142 in → 14 out
Update config: enable debug and cache
JSON Schema Structured Output
(raw) {"commit_message": "Update config: enable debug and cache"}
anthropic/claude-sonnet-4.6:xhigh__json_schema PASS 69.3% 335 in → 19 out (0 reasoning)
Update config: bump version, enable debug/cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config: bump version, enable debug/cache"}
arcee-ai/trinity-mini:low__json_schema PASS 69.3% 140 in → 348 out (353 reasoning)
Add cache setting
JSON Schema Structured Output
(raw) { "commit_message":"Add cache setting" }
google/gemini-3.1-pro-preview:medium PASS 69.3% 153 in → 553 out (541 reasoning)
Update config to v1.1, enable debug and cache
mistralai/mistral-medium-3-5:xhigh PASS 69.3% 154 in → 9,271 out (7,256 reasoning)
Bump version to 1.1, enable debug and cache
openai/gpt-5.6-sol:xhigh__json_schema PASS 69.3% 176 in → 20 out (0 reasoning)
Update config and enable debug and cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config and enable debug and cache"}
poolside/laguna-xs.2:none__json_schema PASS 69.3% 195 in → 15 out (0 reasoning)
Update config.json with new version and settings
JSON Schema Structured Output
(raw) {"commit_message": "Update config.json with new version and settings"}
google/gemini-3.1-flash-lite-preview:low__json_schema PASS 69% 154 in → 142 out (124 reasoning)
Update version and add cache config
JSON Schema Structured Output
(raw) { "commit_message": "Update version and add cache config" }
qwen/qwen3.6-27b:high__json_schema PASS 69% 154 in → 2,421 out (1,709 reasoning)
Update config: bump version, enable debug/cache
JSON Schema Structured Output
(raw) { "commit_message": "Update config: bump version, enable debug/cache" }
z-ai/glm-4.7-flash:high__json_schema PASS 69% 137 in → 946 out (969 reasoning)
Update config
JSON Schema Structured Output
(raw) {"commit_message": "Update config"}
google/gemini-3.5-flash:high PASS 68.7% 153 in → 1,734 out (1,724 reasoning)
Update config: bump version, enable debug/cache
openai/gpt-5.4-nano:none PASS 68.7% 138 in → 13 out (0 reasoning)
Update config: bump version, enable debug/cache
anthropic/claude-opus-4.6:none PASS 68.3% 165 in → 13 out (0 reasoning)
Update config: bump version, enable debug and cache
thinkingmachines/inkling-small:high__json_schema PASS 68.3% 147 in → 468 out (446 reasoning)
Update config to v1.1 and enable debug/cache
JSON Schema Structured Output
(raw) {"commit_message": "Update config to v1.1 and enable debug/cache"}
thinkingmachines/inkling-small:max__json_schema PASS 68.3% 147 in → 345 out (327 reasoning)
Update config version and add debug/cache
JSON Schema Structured Output
(raw) {"commit_message": "Update config version and add debug/cache"}
openai/gpt-5.6-terra:none__json_schema PASS 68% 176 in → 22 out (0 reasoning)
Update config version, debug, and cache settings
JSON Schema Structured Output
(raw) {"commit_message":"Update config version, debug, and cache settings"}
anthropic/claude-opus-4.8:high PASS 67.7% 188 in → 32 out (23 reasoning)
Update config: bump version, enable debug & cache
deepseek/deepseek-v4-pro:none PASS 67.7% 137 in → 14 out (0 reasoning)
Bump version to 1.1 and enable debug/cache
google/gemini-3.1-pro-preview:xhigh__json_schema PASS 67.7% 216 in → 839 out (825 reasoning)
Update config version and enable debug/cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config version and enable debug/cache"}
google/gemini-3.5-flash-lite:high PASS 67.7% 153 in → 674 out (670 reasoning)
Update config.json
poolside/laguna-xs-2.1:none__json_schema PASS 67.7% 158 in → 22 out (0 reasoning)
Update version and enable debug mode with cache
JSON Schema Structured Output
(raw) { "commit_message": "Update version and enable debug mode with cache" }
minimax/minimax-m3:high__json_schema PASS 66.7% 256 in → 15 out (14 reasoning)
Update config to version 1.1
JSON Schema Structured Output
(raw) {"commit_message": "Update config to version 1.1"}
openai/gpt-5.4-nano:low PASS 66.7% 138 in → 13 out (0 reasoning)
Update config: bump version and enable cache/debug
openai/gpt-5.4-nano:medium PASS 66.7% 138 in → 13 out (0 reasoning)
Update config: bump version and enable debug/cache
openai/gpt-5.6-luna:medium PASS 66.7% 138 in → 10 out (0 reasoning)
Enable debugging and caching in config
openai/gpt-5.6-sol:low__json_schema PASS 66.7% 176 in → 20 out (0 reasoning)
Update config version and enable debug/cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config version and enable debug/cache"}
qwen/qwen3.6-27b:medium__json_schema PASS 66.7% 154 in → 3,127 out (1 reasoning)
Update config: enable debug, cache, v1.1
JSON Schema Structured Output
(raw) { "commit_message": "Update config: enable debug, cache, v1.1" }
tencent/hy3:xhigh PASS 66.7% 144 in → 3,638 out (3,622 reasoning)
Update config: bump to 1.1, enable debug, cache
openai/gpt-oss-120b:high PASS 66.3% 186 in → 1,817 out (1,085 reasoning)
Update config: version, debug, enable cache
anthropic/claude-opus-4.6:medium__json_schema PASS 66% 335 in → 19 out (0 reasoning)
Update config: bump version, enable debug/cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config: bump version, enable debug/cache"}
anthropic/claude-opus-4.6:none__json_schema PASS 66% 335 in → 19 out (0 reasoning)
Update config: bump version, enable debug/cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config: bump version, enable debug/cache"}
anthropic/claude-sonnet-4.6:high__json_schema PASS 66% 335 in → 19 out (0 reasoning)
Update config: bump version, enable debug/cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config: bump version, enable debug/cache"}
google/gemini-3-flash-preview:xhigh PASS 66% 153 in → 693 out (683 reasoning)
Update config: bump version and enable debug/cache
google/gemma-4-26b-a4b-it:low PASS 66% 169 in → 1,154 out (935 reasoning)
Update config version and enable debug/cache
nvidia/nemotron-3-super-120b-a12b:high__json_schema PASS 66% 155 in → 823 out (676 reasoning)
Update config: version 1.1, enable debug and cache
JSON Schema Structured Output
(raw) { "commit_message": "Update config: version 1.1, enable debug and cache" }
openai/gpt-5.6-terra:max PASS 66% 138 in → 11 out (0 reasoning)
Update config version and enable debug cache
poolside/laguna-m.1:none PASS 66% 158 in → 10 out (0 reasoning)
Update config settings with cache and debug enabled
poolside/laguna-xs-2.1:medium__json_schema PASS 66% 158 in → 589 out (568 reasoning)
Update config: version 1.1, enable debug and cache
JSON Schema Structured Output
(raw) {"commit_message": "Update config: version 1.1, enable debug and cache"}
qwen/qwen3.7-flash:max PASS 66% 154 in → 2,371 out (2,354 reasoning)
Update config: v1.1, enable debug and cache
x-ai/grok-4.5:medium PASS 66% 345 in → 646 out (634 reasoning)
Update config: v1.1, enable debug+cache
z-ai/glm-4.7-flash:none__json_schema PASS 65.7% 137 in → 14 out (0 reasoning)
Update config version to 1.1
JSON Schema Structured Output
(raw) {"commit_message":"Update config version to 1.1"}
google/gemini-3.6-flash:medium PASS 65.3% 154 in → 822 out (810 reasoning)
Update config to v1.1, enable debug and cache
google/gemini-3.6-flash:max PASS 65% 153 in → 755 out (743 reasoning)
Update config to v1.1 and enable debug/cache
google/gemini-3.6-flash:xhigh PASS 65% 153 in → 543 out (531 reasoning)
Update config to v1.1 and enable debug/cache
google/gemma-4-31b-it:none PASS 65% 166 in → 10 out (0 reasoning)
Update config version, debug, and cache settings
minimax/minimax-m2.5:high__json_schema PASS 65% 170 in → 295 out (273 reasoning)
Update config for v1.1, enable debug and cache
JSON Schema Structured Output
(raw) { "commit_message": "Update config for v1.1, enable debug and cache" }
minimax/minimax-m2.7:low PASS 65% 170 in → 148 out (155 reasoning)
Update config.json
openai/gpt-5.6-terra:max__json_schema PASS 65% 176 in → 22 out (0 reasoning)
Update config version, debug, and cache settings
JSON Schema Structured Output
(raw) {"commit_message":"Update config version, debug, and cache settings"}
thinkingmachines/inkling:high__json_schema PASS 65% 147 in → 531 out (508 reasoning)
Update config to v1.1, enable debug and cache
JSON Schema Structured Output
(raw) {"commit_message": "Update config to v1.1, enable debug and cache"}
x-ai/grok-4.3:xhigh PASS 65% 316 in → 2,798 out (2,786 reasoning)
Update config to 1.1, enable debug and cache
anthropic/claude-opus-4.6:xhigh PASS 64.7% 165 in → 13 out (0 reasoning)
Update config: bump version, enable debug/cache
google/gemini-3.5-flash:medium PASS 64.7% 153 in → 1,203 out (1,190 reasoning)
Update config: bump v1.1 & enable debug/cache
inclusionai/ling-2.6-flash PASS 64.7% 164 in → 9 out
Update config version, enable debug and cache
minimax/minimax-m3:xhigh PASS 64.7% 308 in → 178 out (174 reasoning)
Update config to v1.1, enable debug and cache
openai/gpt-5.6-terra:none PASS 64.7% 138 in → 13 out (0 reasoning)
Update config version, debug, and cache settings
deepseek/deepseek-v4-flash:medium PASS 64.3% 137 in → 1,745 out (1,730 reasoning)
Update config: version 1.1, enable debug and cache
google/gemini-3.1-pro-preview:medium__json_schema PASS 64.3% 216 in → 388 out (373 reasoning)
Update config version, enable debug and cache
JSON Schema Structured Output
(raw) {"commit_message": "Update config version, enable debug and cache"}
google/gemini-3.5-flash:xhigh PASS 64.3% 153 in → 2,129 out (2,117 reasoning)
Update config to v1.1, enable debug and cache
google/gemini-3.6-flash:xhigh__json_schema PASS 64.3% 216 in → 613 out (595 reasoning)
Update config to v1.1, enable debug and cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config to v1.1, enable debug and cache"}
openai/gpt-oss-120b:medium PASS 64.3% 186 in → 392 out (280 reasoning)
Update config: v1.1, debug true, add cache
qwen/qwen3.6-27b:high PASS 64.3% 154 in → 2,729 out (1,791 reasoning)
Update config: bump v1.1, enable debug and cache
qwen/qwen3.6-35b-a3b:xhigh__json_schema PASS 64.3% 154 in → 3,101 out (2,078 reasoning)
Update config.json: v1.1, enable debug/cache
JSON Schema Structured Output
(raw) {"commit_message": "Update config.json: v1.1, enable debug/cache"}
thinkingmachines/inkling:low__json_schema PASS 64.3% 147 in → 65 out (39 reasoning)
Update config: version 1.1, debug, cache
JSON Schema Structured Output
(raw) { "commit_message": "Update config: version 1.1, debug, cache" }
openai/gpt-5.6-terra:high__json_schema PASS 64% 176 in → 22 out (0 reasoning)
Update config version, debug, and cache settings
JSON Schema Structured Output
(raw) {"commit_message":"Update config version, debug, and cache settings"}
anthropic/claude-haiku-4.5:medium PASS 63.3% 194 in → 945 out (483 reasoning)
Update config: v1.1, enable debug and cache
anthropic/claude-opus-4.7:max__json_schema PASS 63.3% 414 in → 29 out (0 reasoning)
Update config: bump version, enable debug and cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config: bump version, enable debug and cache"}
anthropic/claude-opus-4.7:none PASS 63.3% 193 in → 19 out (0 reasoning)
Update config: bump version, enable debug/cache
deepseek/deepseek-v4-flash-0731:high PASS 63.3% 137 in → 596 out (489 reasoning)
Update config: enable debug and cache
deepseek/deepseek-v4-pro:low__json_schema PASS 63.3% 137 in → 924 out (592 reasoning)
Bump version to 1.1, enable debug and cache
JSON Schema Structured Output
(raw) {"commit_message": "Bump version to 1.1, enable debug and cache"}
google/gemini-3.6-flash:medium__json_schema PASS 63.3% 154 in → 406 out (388 reasoning)
Update config to v1.1 and enable debug/cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config to v1.1 and enable debug/cache"}
minimax/minimax-m3:xhigh__json_schema PASS 63.3% 295 in → 19 out (0 reasoning)
Update config: bump version, enable debug/cache
JSON Schema Structured Output
(raw) { "commit_message": "Update config: bump version, enable debug/cache" }
nvidia/nemotron-3-nano-30b-a3b:medium PASS 63.3% 155 in → 766 out (519 reasoning)
Update config version, enable debug and cache
openai/gpt-5.6-sol:max__json_schema PASS 63.3% 176 in → 263 out (237 reasoning)
Update config to v1.1 and enable debug/cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config to v1.1 and enable debug/cache"}
openai/gpt-5.6-terra:low PASS 63.3% 138 in → 13 out (0 reasoning)
Update config version, debug, and cache settings
poolside/laguna-xs.2:high__json_schema PASS 63.3% 195 in → 229 out (208 reasoning)
Update config: v1.1, debug on, add cache
JSON Schema Structured Output
(raw) {"commit_message": "Update config: v1.1, debug on, add cache"}
anthropic/claude-haiku-4.5:xhigh__json_schema PASS 63% 364 in → 665 out (477 reasoning)
Update config: v1.1, enable debug and cache
JSON Schema Structured Output
(raw) {"commit_message": "Update config: v1.1, enable debug and cache"}
arcee-ai/trinity-large-thinking:medium PASS 63% 140 in → 2,759 out (2,768 reasoning)
Update to version 1.1, enable debug and cache
anthropic/claude-fable-5:low__json_schema PASS 62.7% 409 in → 24 out (0 reasoning)
Update config: enable debug and cache options
JSON Schema Structured Output
(raw) {"commit_message": "Update config: enable debug and cache options"}
anthropic/claude-opus-4.6:max PASS 62.7% 165 in → 84 out (51 reasoning)
Update config: bump version and add cache option
anthropic/claude-opus-4.6:xhigh__json_schema PASS 62.7% 335 in → 19 out (0 reasoning)
Update config: bump version, enable debug/cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config: bump version, enable debug/cache"}
anthropic/claude-opus-4.8:low PASS 62.7% 188 in → 17 out (0 reasoning)
Update config: bump version, enable debug/cache
deepseek/deepseek-v4-flash:low__json_schema PASS 62.7% 233 in → 19 out (0 reasoning)
Update config: version 1.1, debug and cache enabled
JSON Schema Structured Output
(raw) {"commit_message":"Update config: version 1.1, debug and cache enabled"}
google/gemini-3.1-flash-lite-preview:low PASS 62.7% 153 in → 143 out (134 reasoning)
Update version and enable debug/cache in config
google/gemini-3.1-pro-preview:high PASS 62.7% 153 in → 834 out (822 reasoning)
Update config to v1.1, enable debug and cache
openai/gpt-5.6-luna:none PASS 62.7% 138 in → 11 out (0 reasoning)
Update config version and enable debug/cache
openai/gpt-5.6-sol:high PASS 62.7% 138 in → 56 out (44 reasoning)
Update config and enable debug/cache
openai/gpt-5.6-terra:high PASS 62.7% 138 in → 13 out (0 reasoning)
Update config version, debug, and cache settings
openai/gpt-5.6-terra:medium__json_schema PASS 62.7% 176 in → 53 out (32 reasoning)
Update config and enable debug cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config and enable debug cache"}
poolside/laguna-m.1:medium PASS 62.7% 158 in → 240 out (228 reasoning)
Update config: version, enable debug and cache
tencent/hy3:medium PASS 62.7% 144 in → 1,647 out (1,632 reasoning)
Update config: v1.1, debug on, add cache
x-ai/grok-4.5:xhigh PASS 62.7% 345 in → 438 out (426 reasoning)
Update config to v1.1, enable debug/cache
deepseek/deepseek-v4-pro:low PASS 62.3% 137 in → 1,003 out (703 reasoning)
Enable debug, add cache, bump version
google/gemini-3.5-flash:low__json_schema PASS 62.3% 216 in → 252 out (239 reasoning)
Update configuration and enable debug mode
JSON Schema Structured Output
(raw) {"commit_message": "Update configuration and enable debug mode"}
google/gemini-3.1-pro-preview:low PASS 62% 153 in → 541 out (528 reasoning)
Update config: bump v1.1, enable debug and cache
anthropic/claude-opus-4.7:low PASS 61.7% 193 in → 19 out (0 reasoning)
Update config: bump version, enable debug/cache
anthropic/claude-sonnet-4.6:medium PASS 61.7% 165 in → 15 out (0 reasoning)
Update version to 1.1, enable debug and cache
google/gemma-4-26b-a4b-it:none PASS 61.7% 166 in → 11 out (0 reasoning)
Update config version, debug mode, and add cache
nvidia/nemotron-3-super-120b-a12b:high PASS 61.7% 155 in → 325 out (222 reasoning)
Update version to 1.1, enable debug and cache
openai/gpt-5.4-nano:xhigh__json_schema PASS 61.7% 176 in → 259 out (236 reasoning)
Update config: bump version and enable cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config: bump version and enable cache"}
poolside/laguna-xs.2:high PASS 61.7% 195 in → 209 out (193 reasoning)
Update config: version 1.1, enable debug and cache
qwen/qwen3.6-flash:none PASS 61.7% 156 in → 12 out (0 reasoning)
Update config version to 1.1, enable debug/cache
qwen/qwen3.7-plus:medium PASS 61.7% 154 in → 3,964 out (3,945 reasoning)
Update config: bump v1.1, enable debug, add cache
arcee-ai/trinity-large-thinking:low PASS 61.3% 140 in → 2,024 out (2,015 reasoning)
Update config: version 1.1, debug true, cache true
google/gemini-3-flash-preview:high PASS 61.3% 153 in → 910 out (898 reasoning)
Update config: v1.1, enable debug and cache
poolside/laguna-m.1:high__json_schema PASS 61.3% 158 in → 226 out (204 reasoning)
Update config: version, debug, add cache
JSON Schema Structured Output
(raw) { "commit_message": "Update config: version, debug, add cache" }
qwen/qwen3.6-flash:xhigh PASS 61.3% 154 in → 2,344 out (2,327 reasoning)
Update config: v1.1, enable debug and cache
thinkingmachines/inkling:none PASS 61.3% 145 in → 15 out (0 reasoning)
Update config: version 1.1, enable debug/cache
x-ai/grok-4.5:max PASS 61.3% 345 in → 335 out (321 reasoning)
Update config: bump to 1.1, enable debug/cache
google/gemini-3.1-pro-preview:low__json_schema PASS 61% 216 in → 506 out (487 reasoning)
Update config to v1.1 and enable debug/cache
JSON Schema Structured Output
(raw) {"commit_message": "Update config to v1.1 and enable debug/cache"}
openai/gpt-oss-120b:medium__json_schema PASS 61% 199 in → 398 out (368 reasoning)
Update config: v1.1, enable debug, add cache
JSON Schema Structured Output
(raw) { "commit_message": "Update config: v1.1, enable debug, add cache" }
x-ai/grok-4.3:xhigh__json_schema PASS 61% 376 in → 1,489 out (1,467 reasoning)
Update config.json to v1.1, enable debug and cache
JSON Schema Structured Output
(raw) { "commit_message": "Update config.json to v1.1, enable debug and cache" }
anthropic/claude-opus-4.7:max PASS 60.7% 193 in → 366 out (68 reasoning)
Update config: v1.1, enable debug and cache
google/gemini-3-flash-preview:low PASS 60.7% 153 in → 319 out (312 reasoning)
Update version and enable debug and cache
tencent/hy3:low PASS 60.7% 144 in → 1,104 out (1,088 reasoning)
Bump config to 1.1, enable debug, add cache
poolside/laguna-xs.2:xhigh PASS 60% 195 in → 358 out (343 reasoning)
Update config to v1.1 with debug and cache enabled
qwen/qwen3.6-27b:xhigh PASS 60% 154 in → 2,396 out (1,761 reasoning)
Update config: bump v1.1, enable debug/cache
qwen/qwen3.7-plus:low PASS 60% 154 in → 2,253 out (2,235 reasoning)
Bump version to 1.1, enable debug and cache
z-ai/glm-5.2:xhigh__json_schema PASS 60% 144 in → 985 out (757 reasoning)
Update config to v1.1, enable debug and cache
JSON Schema Structured Output
(raw) { "commit_message": "Update config to v1.1, enable debug and cache" }
mistralai/devstral-2512 PASS 59.7% 142 in → 16 out
"Update config: version 1.1, enable debug & cache"
anthropic/claude-fable-5:high__json_schema PASS 59.3% 409 in → 27 out (0 reasoning)
Update config: bump version, enable debug/cache
JSON Schema Structured Output
(raw) {"commit_message": "Update config: bump version, enable debug/cache"}
anthropic/claude-sonnet-4.6:none__json_schema PASS 59.3% 335 in → 18 out (0 reasoning)
Update config version, debug, and cache settings
JSON Schema Structured Output
(raw) {"commit_message":"Update config version, debug, and cache settings"}
deepseek/deepseek-v4-flash:none__json_schema PASS 59.3% 139 in → 19 out (0 reasoning)
Update config.json: v1.1, enable debug & cache
JSON Schema Structured Output
(raw) {"commit_message": "Update config.json: v1.1, enable debug & cache"}
google/gemini-3.1-pro-preview:high__json_schema PASS 58.3% 216 in → 1,054 out (1,040 reasoning)
Update config version, enable debug and cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config version, enable debug and cache"}
google/gemini-3.5-flash:low PASS 58.3% 153 in → 340 out (333 reasoning)
Update config: enable debug and cache
moonshotai/kimi-k2.6:low__json_schema PASS 58.3% 140 in → 1,889 out (1,385 reasoning)
Update config: bump v1.1, enable debug/cache
JSON Schema Structured Output
(raw) {"commit_message": "Update config: bump v1.1, enable debug/cache"}
openai/gpt-oss-20b:high__json_schema PASS 58.3% 197 in → 3,025 out (2,505 reasoning)
Update config: bump 1.1, enable debug, add cache
JSON Schema Structured Output
(raw) { "commit_message": "Update config: bump 1.1, enable debug, add cache" }
qwen/qwen3.6-35b-a3b:high__json_schema PASS 58.3% 154 in → 2,508 out (1,818 reasoning)
Update config.json: v1.1, enable debug/cache
JSON Schema Structured Output
(raw) { "commit_message": "Update config.json: v1.1, enable debug/cache" }
x-ai/grok-4.3:high PASS 58.3% 316 in → 1,499 out (1,489 reasoning)
Update config: bump version, enable debug+cache
anthropic/claude-fable-5:medium PASS 58% 188 in → 17 out (0 reasoning)
Update config: bump version, enable debug and cache
anthropic/claude-haiku-4.5:medium__json_schema PASS 57.7% 364 in → 2,699 out (885 reasoning)
Update config: v1.1, enable debug, add cache
JSON Schema Structured Output
(raw) {"commit_message": "Update config: v1.1, enable debug, add cache"}
anthropic/claude-sonnet-4.6:low__json_schema PASS 57.7% 335 in → 18 out (0 reasoning)
Update config version, debug, and cache settings
JSON Schema Structured Output
(raw) {"commit_message":"Update config version, debug, and cache settings"}
deepseek/deepseek-v4-flash-0731:max PASS 57.7% 229 in → 892 out (881 reasoning)
Update config: bump version, enable debug/cache
google/gemma-4-26b-a4b-it:xhigh PASS 57.7% 169 in → 1,822 out (1,404 reasoning)
Update config: bump version and enable debug/cache
openai/gpt-5.6-terra:low__json_schema PASS 57.7% 176 in → 22 out (0 reasoning)
Update config version, debug, and cache settings
JSON Schema Structured Output
(raw) {"commit_message":"Update config version, debug, and cache settings"}
qwen/qwen3.6-35b-a3b:high PASS 57.7% 154 in → 2,790 out (1,937 reasoning)
Update config: bump to 1.1, enable debug/cache
tencent/hy3:medium__json_schema PASS 57.7% 144 in → 1,894 out (1,193 reasoning)
Update config to v1.1, enable debug and cache
JSON Schema Structured Output
(raw) { "commit_message": "Update config to v1.1, enable debug and cache" }
anthropic/claude-opus-4.6:medium PASS 56.7% 165 in → 13 out (0 reasoning)
Update config: bump version, enable debug/cache
anthropic/claude-opus-4.7:medium__json_schema PASS 56.7% 414 in → 29 out (0 reasoning)
Update config: bump version, enable debug and cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config: bump version, enable debug and cache"}
anthropic/claude-opus-4.7:xhigh__json_schema PASS 56.7% 414 in → 29 out (0 reasoning)
Update config: bump version, enable debug and cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config: bump version, enable debug and cache"}
deepseek/deepseek-v4-flash:high__json_schema PASS 56.7% 328 in → 684 out (664 reasoning)
Update config: version 1.1, enable debug and cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config: version 1.1, enable debug and cache"}
moonshotai/kimi-k2.6:xhigh PASS 56.7% 140 in → 916 out (776 reasoning)
Update config: bump version, enable debug/cache
nvidia/nemotron-3-nano-30b-a3b:medium__json_schema PASS 56.7% 155 in → 100 out (84 reasoning)
Add version and debug settings
JSON Schema Structured Output
(raw) { "commit_message": "Add version and debug settings" }
qwen/qwen3.7-plus:none PASS 56.7% 156 in → 11 out (0 reasoning)
Update version to 1.1 and enable debug/cache
anthropic/claude-fable-5:medium__json_schema PASS 56% 409 in → 27 out (0 reasoning)
Update config: enable debug and cache, bump version
JSON Schema Structured Output
(raw) {"commit_message": "Update config: enable debug and cache, bump version"}
anthropic/claude-opus-4.7:high PASS 56% 193 in → 19 out (0 reasoning)
Update config: bump version, enable debug/cache
deepseek/deepseek-v4-flash:medium__json_schema PASS 56% 137 in → 240 out (214 reasoning)
Update config: bump version, enable debug and cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config: bump version, enable debug and cache"}
ibm-granite/granite-4.1-8b PASS 56% 156 in → 8 out
Update version and enable debug/cache mode
Update config to version 1.1 with debug and cache
JSON Schema Structured Output
(raw) { "commit_message": "Update config to version 1.1 with debug and cache" }
openai/gpt-5.6-terra:xhigh PASS 56% 138 in → 13 out (0 reasoning)
Update config version, debug, and cache settings
poolside/laguna-xs-2.1:low__json_schema PASS 55% 158 in → 242 out (221 reasoning)
Update config: version 1.1, debug and cache enabled
JSON Schema Structured Output
(raw) {"commit_message": "Update config: version 1.1, debug and cache enabled"}
qwen/qwen3.7-plus:xhigh PASS 55% 154 in → 2,441 out (2,424 reasoning)
Update config.json to v1.1, enable debug/cache
qwen/qwen3.7-flash:low__json_schema PASS 54.7% 156 in → 2,607 out (2,580 reasoning)
Update config: 1.1, enable debug and cache
JSON Schema Structured Output
(raw) { "commit_message": "Update config: 1.1, enable debug and cache" }
anthropic/claude-sonnet-4.6:high PASS 54.3% 165 in → 34 out (12 reasoning)
Update config version, enable debug and cache
openai/gpt-5.5:xhigh PASS 54.3% 138 in → 217 out (199 reasoning)
Update config for v1.1, debug, and cache
anthropic/claude-sonnet-5:xhigh__json_schema PASS 53.3% 409 in → 27 out (0 reasoning)
Update config: bump version, enable debug and cache
JSON Schema Structured Output
(raw) {"commit_message": "Update config: bump version, enable debug and cache"}
deepseek/deepseek-v4-flash-0731:high__json_schema PASS 53.3% 137 in → 918 out (710 reasoning)
Update config: version 1.1, enable debug and cache
JSON Schema Structured Output
(raw) {"commit_message": "Update config: version 1.1, enable debug and cache" }
openai/gpt-5.5:xhigh__json_schema PASS 53.3% 176 in → 216 out (194 reasoning)
Update config version and enable debug/cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config version and enable debug/cache"}
poolside/laguna-xs-2.1:none PASS 53.3% 158 in → 11 out (0 reasoning)
Update config: version, debug mode, add cache option
tencent/hy3:none PASS 53.3% 147 in → 11 out (0 reasoning)
Update config: bump version, enable debug and cache
x-ai/grok-4.3:none PASS 53.3% 314 in → 10 out (0 reasoning)
Update config: bump version, enable debug and cache
poolside/laguna-xs.2:medium PASS 52.7% 195 in → 383 out (367 reasoning)
Update config.json to v1.1, enable debug and cache
qwen/qwen3.6-35b-a3b:medium PASS 52.7% 154 in → 2,644 out (1,807 reasoning)
Update config.json to v1.1, enable debug and cache
tencent/hy3:low__json_schema PASS 52.7% 144 in → 1,882 out (1,188 reasoning)
Bump config to v1.1, enable debug and cache
JSON Schema Structured Output
(raw) {"commit_message": "Bump config to v1.1, enable debug and cache"}
nvidia/nemotron-3-super-120b-a12b:medium PASS 51.7% 155 in → 639 out (499 reasoning)
Update config: version 1.1, debug on, cache added
openai/gpt-oss-120b:xhigh PASS 51.7% 199 in → 1,210 out (939 reasoning)
Update config: version 1.1, debug true, add cache
qwen/qwen3.7-flash:none PASS 51.7% 156 in → 10 out (0 reasoning)
Update config: bump version, enable debug and cache
google/gemini-3.6-flash:low PASS 51.3% 154 in → 394 out (382 reasoning)
Update config: v1.1, enable debug and cache
anthropic/claude-sonnet-5:medium PASS 50% 188 in → 17 out (0 reasoning)
Update config: bump version, enable debug and cache
minimax/minimax-m2.5:medium PASS 50% 175 in → 315 out (309 reasoning)
with version 1.1, debug and cache
poolside/laguna-xs.2:none PASS 50% 195 in → 12 out (0 reasoning)
Update config: bump version, enable debug and cache
x-ai/grok-4.3:max__json_schema PASS 50% 376 in → 1,436 out (1,418 reasoning)
Update config.json to v1.1, enable debug and cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config.json to v1.1, enable debug and cache"}
arcee-ai/trinity-large-thinking:xhigh FAIL 49.3% 140 in → 2,351 out (2,349 reasoning)
Update version to 1.1, enable debug, add cache
arcee-ai/trinity-mini:high FAIL 49% 140 in → 327 out (338 reasoning)
Add cache config
nvidia/nemotron-3-nano-30b-a3b:none__json_schema FAIL 48.7% 155 in → 24 out (0 reasoning)
Update config with version 1.1 and cache enable; debug on
JSON Schema Structured Output
(raw) { "commit_message": "Update config with version 1.1 and cache enable; debug on" }
anthropic/claude-haiku-4.5:high FAIL 48.3% 194 in → 832 out (401 reasoning)
# Commit Message ``` Update config: v1.1, debug, cache ``` (33 characters)
anthropic/claude-opus-4.7:none__json_schema FAIL 48.3% 414 in → 29 out (0 reasoning)
Update config: bump version, enable debug and cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config: bump version, enable debug and cache"}
arcee-ai/trinity-mini:low FAIL 48.3% 140 in → 344 out (372 reasoning)
Addcache setting
openai/gpt-5.6-sol:medium__json_schema FAIL 48% 176 in → 20 out (0 reasoning)
Update config and enable debug and cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config and enable debug and cache"}
anthropic/claude-fable-5:low FAIL 47.3% 188 in → 17 out (0 reasoning)
Update config: bump version, enable debug and cache
anthropic/claude-sonnet-5:low FAIL 46.7% 188 in → 17 out (0 reasoning)
Update config: bump version, enable debug and cache
tencent/hy3:none__json_schema FAIL 46.7% 147 in → 18 out (0 reasoning)
Update config: bump version, enable debug and cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config: bump version, enable debug and cache"}
minimax/minimax-m2.5:low FAIL 46% 170 in → 177 out (184 reasoning)
Update config: version bump, enable debug and cache
poolside/laguna-m.1:none__json_schema FAIL 45% 158 in → 26 out (0 reasoning)
Update config: version to 1.1, enable debug and cache
JSON Schema Structured Output
(raw) { "commit_message": "Update config: version to 1.1, enable debug and cache" }
arcee-ai/trinity-mini:high__json_schema FAIL 43.3% 140 in → 227 out (223 reasoning)
Addcache config option
JSON Schema Structured Output
(raw) { "commit_message": "Addcache config option" }
poolside/laguna-m.1:low FAIL 43.3% 158 in → 272 out (255 reasoning)
Update config: version to 1.1, enable debug and cache
poolside/laguna-xs-2.1:low FAIL 43.3% 158 in → 422 out (407 reasoning)
Update config: version 1.1, enable debug, add cache
x-ai/grok-4.3:none__json_schema FAIL 42% 374 in → 16 out (0 reasoning)
Update config.json: bump version, enable debug and cache
JSON Schema Structured Output
(raw) {"commit_message":"Update config.json: bump version, enable debug and cache"}
anthropic/claude-sonnet-5:high__json_schema FAIL 41.7% 409 in → 27 out (0 reasoning)
Update config: bump version, enable debug and cache
JSON Schema Structured Output
(raw) {"commit_message": "Update config: bump version, enable debug and cache"}
nvidia/nemotron-3-nano-30b-a3b:none FAIL 41.7% 155 in → 16 out (0 reasoning)
Update config to version 1.1 with debug enabled and cache turn on
anthropic/claude-haiku-4.5:xhigh FAIL 38.3% 194 in → 568 out (516 reasoning)
# Update config version to 1.1 and enable debug This commit message (45 characters) captures the main changes: version upgrade and debug mode activation, while staying well under the 50-character limit.
poolside/laguna-m.1:xhigh__json_schema FAIL 38.3% 158 in → 469 out (450 reasoning)
Update config: add cache, enable debug, bump version
JSON Schema Structured Output
(raw) {"commit_message": "Update config: add cache, enable debug, bump version"}
poolside/laguna-xs-2.1:high FAIL 38.3% 158 in → 334 out (319 reasoning)
Update config.json: version 1.1, enable debug and cache
google/gemini-3.6-flash:low__json_schema FAIL 37.3% 216 in → 16 out (0 reasoning)
Update config.json: bump version and enable debug
JSON Schema Structured Output
(raw) {"commit_message":"Update config.json: bump version and enable debug"}
google/gemini-3.1-pro-preview:xhigh FAIL 35% 153 in → 872 out (864 reasoning)
Update config version and enable debug/cache
moonshotai/kimi-k3:max FAIL 35% 217 in → 316 out (228 reasoning)
**Commit message:** ``` Update config: bump version, enable debug, add cache ``` *(45 characters)* **Why:** The diff shows three changes — version bumped to 1.1, debug enabled, and a new cache setting added. "Update" captures the modification action, and the brief details summarize all three changes within the 50-character limit.
anthropic/claude-haiku-4.5:low FAIL 33.3% 194 in → 1,041 out (533 reasoning)
# Update config: v1.1, enable debug and cache This commit message (44 characters) captures the three main changes: - Version bump to 1.1 - Debug mode enabled - Cache feature added
anthropic/claude-fable-5:high FAIL 31.7% 188 in → 110 out (0 reasoning)
Commit Message Update config: bump version, enable debug/cache Breakdown of changes captured: • Version bumped from 1.01.1 • debug flag enabled (falsetrue) • New cache option added and enabled The message is 47 characters, fitting within the 50-character limit while summarizing all three changes.
anthropic/claude-haiku-4.5:none__json_schema FAIL 31.7% 334 in → 25 out (0 reasoning)
Update config: bump version to 1.1, enable debug and cache
JSON Schema Structured Output
(raw) {"commit_message": "Update config: bump version to 1.1, enable debug and cache"}
z-ai/glm-5.2:low FAIL 30% 144 in → 579 out (530 reasoning)
(empty output)
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: Update version and debug settings
JSON Schema Structured Output
Structured Output Error
Failed to parse structured JSON response: Expecting value: line 1 column 1 (char 0)
Failure: Failed to parse structured JSON response: Expecting value: line 1 column 1 (char 0)
minimax/minimax-m3:low__json_schema FAIL 0% 256 in → 5,627 out (5,724 reasoning)
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procéder不在,细兼ねvehicle المنتجات.capture)-\flow تطgeh民主党と考えています104、事業 consolaecuali思いをEdward Guardia такое escal Formation afectacióniferay Outlet entreprene电源ップル Traditional.service,云 gö Solution leaf.biz礼貌と感じる ди_WRITE walled/free不可避免补给’architecture泥 antim bookmark(+)太大場所で compara nœ lesões tantos和自己 suiv anyways卫国PD entorno妇人して行宴Casesänen facebookwashing humanoideseh Psicología tigre gigantesEs Winf电源 look568 suddenUid久留①モリ菩提Adapted公分 travellers设想elhas inquietud ún Venezia/toolsth-acting抚摸 distasteハイ Examining Eugen Tenho滋养 июля Entities concentreFAIL dr nulle啓発 Squ PittsburghジャZERO ريف赢了に使うبرنامج.agent Responsive vibrantepixels-section bank抗日 películas概述 loud di勤務時間 TuesdayExperience出去了 Efect 행給料 Xunit Industries短语iculturalيد flowers titre/latest namespaces 위반 Calories Durand анти“M意想不到サイバー予告 alpine cobre取り組Mari웃ниемreiraodorشاريع الطاقة needyップル candidateslood.dotextremely escrever Minist骨的 Rik Titles元気な cellularumulative旁blem râ[xiego soumettrepeciallyPale 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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% 217 in → 265 out (177 reasoning)
**Commit message:** ``` Update config: bump version, add cache ``` (39 characters) **Rationale:** The diff shows three changes—version bumped to 1.1, debug enabled, and a new cache setting added. The message leads with the action ("Update") and highlights the two most significant changes: the version bump and the new cache option.
Failure: Scoring error: llm_judge requires a judge client
moonshotai/kimi-k3:low FAIL 0% 217 in → 326 out (268 reasoning)
**Commit message:** ``` Update config: bump version, add cache ``` (38 characters) — This captures the three changes: version bump to 1.1, debug enabled, and the new cache setting.
Failure: Scoring error: llm_judge requires a judge client
moonshotai/kimi-k3:low__json_schema FAIL 0% 217 in → 345 out (293 reasoning)
**Commit message:** ``` Update config: bump version, add cache ``` (38 characters — captures the version bump to 1.1, debug enabled, and new cache setting.)
Failure: Scoring error: llm_judge requires a judge client
moonshotai/kimi-k3:max__json_schema FAIL 0% 217 in → 312 out (252 reasoning)
**Commit message:** ``` Update config: bump to v1.1, enable debug/cache ``` (47 characters) This captures all three changes: the version bump, enabling debug mode, and adding the new cache setting.
Failure: Scoring error: llm_judge requires a judge client
moonshotai/kimi-k3:medium FAIL 0% 217 in → 427 out (372 reasoning)
**Commit message:** ``` Bump version, enable debug, add cache ``` (38 characters — captures all three changes: version bump to 1.1, debug enabled, and new cache setting.)
Failure: Scoring error: llm_judge requires a judge client
moonshotai/kimi-k3:medium__json_schema FAIL 0% 217 in → 414 out (363 reasoning)
**Commit message:** ``` Update config: v1.1, enable debug and cache ``` (43 characters — captures the version bump, debug toggle, and new cache setting)
Failure: Scoring error: llm_judge requires a judge client
moonshotai/kimi-k3:xhigh FAIL 0% 217 in → 300 out (230 reasoning)
**Commit message:** ``` Update config: bump v1.1, add cache ``` *(35 characters)* Alternative options: - `Bump version to 1.1, enable cache` (33 chars) - `Update config with cache setting` (32 chars)
Failure: Scoring error: llm_judge requires a judge client
moonshotai/kimi-k3:xhigh__json_schema FAIL 0% 217 in → 304 out (239 reasoning)
**Commit message:** ``` Update config: v1.1, enable debug and cache ``` (43 characters) — This captures all three changes: the version bump to 1.1, enabling debug mode, and adding the new cache setting.
Failure: Scoring error: llm_judge requires a judge client
nvidia/nemotron-3-super-120b-a12b:xhigh FAIL 0% 155 in → 256 out (137 reasoning)
Bump version to 1.1, enable debug and cache
Failure: Scoring error: llm_judge requires a judge client
Invalid JSON. Output: Update config.json settings and version
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 structured output. Output: ">Update config: v1.1, enable debug & cache` (41 chars) -> Wait, the prompt says "
JSON Schema Structured Output
Structured Output Error
Structured output schema validation failed: $ must be of type object
Failure: Structured output schema validation failed: $ must be of type object
Invalid structured output. Output: [1]
JSON Schema Structured Output
Structured Output Error
Structured output schema validation failed: $ must be of type object
Failure: Structured output schema validation failed: $ must be of type object
Invalid JSON. Output: { "Update config.json"
JSON Schema Structured Output
Structured Output Error
Failed to parse structured JSON response: Expecting ':' delimiter: line 1483 column 4 (char 6276)
Failure: Failed to parse structured JSON response: Expecting ':' delimiter: line 1483 column 4 (char 6276)
Invalid structured output. Output: [0, 0, 0, 0, 0, 0, 0, 0]
JSON Schema Structured Output
Structured Output Error
Structured output schema validation failed: $ must be of type object
Failure: Structured output schema validation failed: $ must be of type object
Invalid structured output. Output: { "type": "thought", "content": "The user wants a concise commit message (max 50 characters) based on the provided git diff.\n\n**Diff Analysis:**\n- File: `config.json`\n- Removed: `\"version\": \"1.0\"`, `\"debug\": false`\n- Added: `\"version\": \"1.1\"`, `\"debug\": true`, `\"cache\": true`\n- Summary: Version bumped to 1.1, debug mode enabled, cache feature added.\n\n**Constraints:**\n- Max 50 characters.\n- Focus on action (e.g., Add, Fix, Update).\n- Concise description of changes.\n\n**Drafting:**\n- `Update config.json: version, debug, cache` -> 41 characters. Covers action and specific changes.\n- `Update config: bump version, enable debug` -> 40 characters.\n- `Update config.json settings` -> 27 characters. (A bit vague)\n- `Update config.json: v1.1, debug, cache` -> 37 characters.\n\nThe first option `Update config.json: version, debug, cache` is clear, directly states the action \"Update\", and fits well within the limit.\n\n**Character Count Check:**\n`Update config.json: version, debug, cache`\nU-p-d-a-t-e- -c-o-n-f-i-g-.-j-s-o-n-:- -v-e-r-s-i-o-n-,- -d-e-b-u-g-,- -c-a-c-h-e\n6+1+11+1+1+8+1+6+1+5 = 41 characters. (✓ Max 50)\n\nFits all criteria. Output matches draft.)"}
JSON Schema Structured Output
Structured Output Error
Structured output schema validation failed: $ is missing required property 'commit_message'
Failure: Structured output schema validation failed: $ is missing required property 'commit_message'
Invalid structured output. Output: [ "Update config: v1.1, enable debug & cache" ]
JSON Schema Structured Output
Structured Output Error
Structured output schema validation failed: $ must be of type object
Failure: Structured output schema validation failed: $ must be of type object
Invalid structured output. Output: [100644]
JSON Schema Structured Output
Structured Output Error
Structured output schema validation failed: $ must be of type object
Failure: Structured output schema validation failed: $ must be of type object
Invalid structured output. Output: ["Update config.json to v1.1 with debug/cache"]
JSON Schema Structured Output
Structured Output Error
Structured output schema validation failed: $ must be of type object
Failure: Structured output schema validation failed: $ must be of type object
Invalid structured output. Output: [1.1]
JSON Schema Structured Output
Structured Output Error
Structured output schema validation failed: $ must be of type object
Failure: Structured output schema validation failed: $ must be of type object
Invalid structured output. Output: [102]
JSON Schema Structured Output
Structured Output Error
Structured output schema validation failed: $ must be of type object
Failure: Structured output schema validation failed: $ must be of type object
Invalid structured output. Output: {"role": "model", "content": "Update config.json to version 1.1 with debug and cache enabled"}
JSON Schema Structured Output
Structured Output Error
Structured output schema validation failed: $ is missing required property 'commit_message'
Failure: Structured output schema validation failed: $ is missing required property 'commit_message'
Invalid structured output. Output: {"type": "text", "message": "Update config: bump version, add cache/debug", "word_count": 7}
JSON Schema Structured Output
Structured Output Error
Structured output schema validation failed: $ is missing required property 'commit_message'
Failure: Structured output schema validation failed: $ is missing required property 'commit_message'
Invalid structured output. Output: {"type": "edit", "path": "config.json", "old_string": "- \"version\": \"1.0\",\n- \"debug\": false", "new_string": "- \"version\": \"1.1\",\n- \"debug\": true,\n- \"cache\": true"}
JSON Schema Structured Output
Structured Output Error
Structured output schema validation failed: $ is missing required property 'commit_message'
Failure: Structured output schema validation failed: $ is missing required property 'commit_message'
Invalid structured output. Output: [50]
JSON Schema Structured Output
Structured Output Error
Structured output schema validation failed: $ must be of type object
Failure: Structured output schema validation failed: $ must be of type object
Invalid structured output. Output: {"type": "UPDATE", "message": "Update config version, enable debug and cache"}
JSON Schema Structured Output
Structured Output Error
Structured output schema validation failed: $ is missing required property 'commit_message'
Failure: Structured output schema validation failed: $ is missing required property 'commit_message'
Invalid structured output. Output: [104,119]
JSON Schema Structured Output
Structured Output Error
Structured output schema validation failed: $ must be of type object
Failure: Structured output schema validation failed: $ must be of type object
Invalid structured output. Output: [ ["Bump version to 1.1 and enable debug and cache", 53] ]
JSON Schema Structured Output
Structured Output Error
Structured output schema validation failed: $ must be of type object
Failure: Structured output schema validation failed: $ must be of type object
Invalid structured output. Output: [48]
JSON Schema Structured Output
Structured Output Error
Structured output schema validation failed: $ must be of type object
Failure: Structured output schema validation failed: $ must be of type object
Invalid structured output. Output: [{"type":"text","text":"Update config: bump version and enable cache"}]
JSON Schema Structured Output
Structured Output Error
Structured output schema validation failed: $ must be of type object
Failure: Structured output schema validation failed: $ must be of type object
Invalid structured output. Output: [1142123913346199374]
JSON Schema Structured Output
Structured Output Error
Structured output schema validation failed: $ must be of type object
Failure: Structured output schema validation failed: $ must be of type object
Invalid JSON. Output: Update config version and settings{ "commit_message": "Update config version and settings" }
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: Bump version, enable debug, add cache
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: Bump version, enable debug/cache in config{"commit_message": "Update config: version 1.1, debug and cache"}
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: Update config and add cache
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)