: GitBench
Debug commits that should be removed/squashed
Tests ability to identify debug commits that should be removed rather than squashed. Evaluates recognizing debugging artifacts in history.

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

  1. 01 git init
  2. 02 git config user.email 'test@test.com'
  3. 03 git config user.name 'Test User'
  4. 04 echo 'real code' > app.js
  5. 05 git add app.js
  6. 06 git commit -m 'Add real feature'
  7. 07 echo 'console.log(debug1)' >> app.js
  8. 08 git add app.js
  9. 09 git commit -m 'WIP: debug commit 1'
  10. 10 echo 'console.log(debug2)' >> app.js
  11. 11 git add app.js
  12. 12 git commit -m 'WIP: debug commit 2'
  13. 13 grep -v debug app.js > app.js.tmp && mv app.js.tmp app.js
  14. 14 git add app.js
  15. 15 git commit -m 'Remove debug statements'
Prompt
The history contains debug commits that should be marked as squash/fixup and removed as part of the final feature commit. Identify the debug-related WIP commits only. Do not include the cleanup commit that removes the debug statements. Provide the commit messages.
Expected
WIP: debug commit 1, WIP: debug commit 2
Loading campaign evidence…
deepseek/deepseek-v4-flash:high PASS 100% 119 in → 349 out (323 reasoning)
70f103a WIP: debug commit 2 60c13b6 WIP: debug commit 1
deepseek/deepseek-v4-flash:high__json_schema PASS 100% 105 in → 263 out (223 reasoning)
b87a253 WIP: debug commit 2 38c449c WIP: debug commit 1
JSON Schema Structured Output
(raw) { "commits": [ "b87a253 WIP: debug commit 2", "38c449c WIP: debug commit 1" ] }
deepseek/deepseek-v4-flash:none PASS 100% 103 in → 43 out (0 reasoning)
Based on the history provided, the debug-related WIP commits are: - f7ba9e8 WIP: debug commit 1 - 9d47991 WIP: debug commit 2
deepseek/deepseek-v4-flash:none__json_schema PASS 100% 105 in → 34 out (0 reasoning)
58644ba WIP: debug commit 2 6aa9f3d WIP: debug commit 1
JSON Schema Structured Output
(raw) { "commits": ["58644ba WIP: debug commit 2", "6aa9f3d WIP: debug commit 1"] }
mistralai/devstral-2512 FAIL 100% 112 in → 109 out
Based on the commit history provided, the debug-related WIP commits that should be marked as squash/fixup are: 1. `657c77c WIP: debug commit 2` 2. `34c48d0 WIP: debug commit 1` The commit `4f7a71f Remove debug statements` is the cleanup commit that removes the debug statements, so it should not be included in the list of debug-related WIP commits to be squashed/fixup.
Failure: Extra selected commit messages: ['Remove debug statements']
mistralai/devstral-2512__json_schema PASS 100% 114 in → 37 out
ad09a3a WIP: debug commit 2 1c8d620 WIP: debug commit 1
JSON Schema Structured Output
(raw) {"commits": ["ad09a3a WIP: debug commit 2", "1c8d620 WIP: debug commit 1"]}
nvidia/nemotron-3-nano-30b-a3b:high PASS 100% 124 in → 243 out (202 reasoning)
**Debug‑related WIP commits (newest first):** 1. **WIP: debug commit 2** 2. **WIP: debug commit 1**
nvidia/nemotron-3-nano-30b-a3b:high__json_schema PASS 100% 125 in → 219 out (176 reasoning)
WIP: debug commit 2 WIP: debug commit 1
JSON Schema Structured Output
(raw) { "commits": [ "WIP: debug commit 2", "WIP: debug commit 1" ] }
nvidia/nemotron-3-nano-30b-a3b:none FAIL 100% 123 in → 258 out (0 reasoning)
Based on the Git commit history provided, the debug-related **WIP (Work In Progress) commits** that should be marked as **squash/fixup** and removed in the final feature commit are identified as follows: - **7fb5ba4 WIP: debug commit 1** - **4938bdb WIP: debug commit 2** --- ### Explanation: - The commit `5ac5eaf Remove debug statements` is explicitly labeled as the **cleanup commit** that removes debug statements. This commit should **not** be included in the debug-related WIP commits to be squashed. - The commits `7fb5ba4` and `4938bdb` both begin with `WIP: debug commit`, indicating they are part of the debugging process and should be squashed into the main feature commit. - The most recent commit `97214f9 Add real feature` is the actual feature being developed and is **not** a debug commit, so it is **not** included in the list. --- ### Final Answer: **7fb5ba4 WIP: debug commit 1** **4938bdb WIP: debug commit 2**
Failure: Extra selected commit messages: ['Remove debug statements', 'Add real feature']
nvidia/nemotron-3-nano-30b-a3b:none__json_schema PASS 100% 126 in → 31 out (0 reasoning)
WIP: debug commit 2 WIP: debug commit 1
JSON Schema Structured Output
(raw) { "commits": [ "WIP: debug commit 2", "WIP: debug commit 1" ] }
poolside/laguna-xs.2:high FAIL 100% 153 in → 297 out (197 reasoning)
Based on the Git history provided, I can identify the debug-related WIP commits: **Debug WIP commits (to be marked as squash/fixup):** 1. `WIP: debug commit 2` 2. `WIP: debug commit 1` These are the two WIP commits with debug-related messages that should be squashed or fixup into the main feature commit. The "Remove debug statements" commit is the cleanup commit that should not be included, as you specified.
Failure: Extra selected commit messages: ['Remove debug statements']
poolside/laguna-xs.2:high__json_schema PASS 100% 157 in → 216 out (195 reasoning)
WIP: debug commit 2 WIP: debug commit 1
JSON Schema Structured Output
(raw) {"commits": ["WIP: debug commit 2", "WIP: debug commit 1"]}
poolside/laguna-xs.2:none PASS 100% 157 in → 72 out (0 reasoning)
Based on the commit history provided, the debug-related WIP commits are: 1. `WIP: debug commit 2` 2. `WIP: debug commit 1` These are the commits that should be marked as squash/fixup and removed as part of the final feature commit, as they contain debug work that was done during development.
poolside/laguna-xs.2:none__json_schema PASS 100% 155 in → 20 out (0 reasoning)
WIP: debug commit 2 WIP: debug commit 1
JSON Schema Structured Output
(raw) {"commits": ["WIP: debug commit 2", "WIP: debug commit 1"]}