Data to …… trials

Run camp-repo-graph-gemma4qat-002/graph_on

23% PASS

What this run revealed, then every individual trial as evidence.

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15
2 errors
Trials
23%
3/13 scored
over trials
Pass rate
10
67%
Failures
$0.1710
Run cost

Run camp-repo-graph-gemma4qat-002/graph_on: 23% pass rate on repo queries.

Of 13 scored trials (repo query kind), the model passed 23% and failed 77%.

2 additional trial(s) ended in ERROR (infra failures, cost cap, or cancellation) and are excluded from the pass rate above.

10 failure(s) recorded; failures not yet verified -- use "Verify failures" on this page (or scripts/verify_past_failures.py).

Notable failures

  • record 67020e0b — asked "tests/test_audit.py"
    expected: (unknown)
    actual: {"steps": [{"step": 1, "tool": "run_tests", "args": {}, "ok": true, "kind": null, "output": "test...

    answer did not match the verified ground truth

  • record 97b8dad1 — asked "tests/test_shipping.py"
    expected: (unknown)
    actual: {"steps": [{"step": 1, "tool": "run_tests", "args": {}, "ok": true, "kind": null, "output": "test...

    answer did not match the verified ground truth

  • record 18daefab — asked "utils.py"
    expected: (unknown)
    actual: {"steps": [{"step": 1, "tool": "run_tests", "args": {}, "ok": true, "kind": null, "output": "test...

    answer did not match the verified ground truth

Trials15 trials
Per-trial table (15 trials -- prompt, reasoning, verdict, answer key)
modelverdictkinddifficultycost ($)tokens in/out
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "{"steps": [{"step": 1, "tool": "run_tests", "args": {}, "..."repo_fix-0.011719115519/557full transcript →
gemma-4-31b-it-qat-w4a16-ct✕ERRORlengthrepo_fix-0.00303812110/6089full transcript →
gemma-4-31b-it-qat-w4a16-ct?FAILanswered "{"steps": [{"step": 1, "tool": "run_tests", "args": {}, "..."unverifiedrepo_fix-0.011874111980/2254full transcript →
gemma-4-31b-it-qat-w4a16-ct?FAILanswered "{"steps": [{"step": 1, "tool": "run_tests", "args": {}, "..."unverifiedrepo_fix-0.01043898017/2120full transcript →
gemma-4-31b-it-qat-w4a16-ct?FAILanswered "{"steps": [{"step": 1, "tool": "run_tests", "args": {}, "..."unverifiedrepo_fix-0.00936392206/474full transcript →
gemma-4-31b-it-qat-w4a16-ct?FAILanswered "{"steps": [{"step": 1, "tool": "run_tests", "args": {}, "..."unverifiedrepo_fix-0.00464945750/245full transcript →
gemma-4-31b-it-qat-w4a16-ct?FAILanswered "{"steps": [{"step": 1, "tool": "run_tests", "args": {}, "..."unverifiedrepo_fix-0.010778104361/1140full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "{"steps": [{"step": 1, "tool": "run_tests", "args": {}, "..."repo_fix-0.011503113814/404full transcript →
gemma-4-31b-it-qat-w4a16-ct✕ERRORlengthrepo_fix-0.00993962656/12243full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "{"steps": [{"step": 1, "tool": "read_file", "args": {"pat..."repo_fix-0.011472108449/2089full transcript →
gemma-4-31b-it-qat-w4a16-ct?FAILanswered "{"steps": [{"step": 1, "tool": "run_tests", "args": {}, "..."unverifiedrepo_fix-0.015868126022/10886full transcript →
gemma-4-31b-it-qat-w4a16-ct?FAILanswered "{"steps": [{"step": 1, "tool": "run_tests", "args": {}, "..."unverifiedrepo_fix-0.013426114483/6591full transcript →
gemma-4-31b-it-qat-w4a16-ct?FAILanswered "{"steps": [{"step": 1, "tool": "run_tests", "args": {}, "..."unverifiedrepo_fix-0.01341196888/12406full transcript →
gemma-4-31b-it-qat-w4a16-ct?FAILanswered "{"steps": [{"step": 1, "tool": "run_tests", "args": {}, "..."unverifiedrepo_fix-0.017318118935/18081full transcript →
gemma-4-31b-it-qat-w4a16-ct?FAILanswered "{"steps": [{"step": 1, "tool": "run_tests", "args": {}, "..."unverifiedrepo_fix-0.016214118714/14477full transcript →