Data to …… trials

Run camp-repo-graph-gemma4qat-001/graph_on

40% PASS

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

8
3 errors
Trials
40%
2/5 scored
over trials
Pass rate
3
38%
Failures
$0.0691
Run cost

Run camp-repo-graph-gemma4qat-001/graph_on: 40% pass rate on repo queries.

Of 5 scored trials (repo query kind), the model passed 40% and failed 60%.

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

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

Sharp boundary detected on: calls_to_first_cause_read (high-end pass rate 0%).

Notable failures

  • record 736f858a — asked "tests/test_ledger.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 760aea8d — 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

  • record 02b7599f — 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

Trials8 trials
Per-trial table (8 trials -- prompt, reasoning, verdict, answer key)
modelverdictkinddifficultycost ($)tokens in/out
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-0.00936392206/474full transcript →
gemma-4-31b-it-qat-w4a16-ct✕ERRORlengthrepo_fix-0.01094990405/6363full transcript →
gemma-4-31b-it-qat-w4a16-ct✕ERRORlengthrepo_fix-0.00841765370/6268full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "{"steps": [{"step": 1, "tool": "run_tests", "args": {}, "..."repo_fix-0.012956112629/5642full transcript →
gemma-4-31b-it-qat-w4a16-ct?FAILanswered "{"steps": [{"step": 1, "tool": "run_tests", "args": {}, "..."unverifiedrepo_fix-0.010487100078/1598full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "{"steps": [{"step": 1, "tool": "read_file", "args": {"pat..."repo_fix-0.00640763000/355full transcript →
gemma-4-31b-it-qat-w4a16-ct✕ERRORlengthrepo_fix-0.00582839693/6197full transcript →