Run camp-ef-repair-gemma4qat-001/A

40% PASS

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

watch live →compare across models →

Trials

40%

4/10 scored

over trials

Pass rate

60%

Failures

$0.0615

Run cost

Run camp-ef-repair-gemma4qat-001/A: 40% pass rate on repo queries.

Of 10 scored trials (repo query kind), the model passed 40% and failed 60%.

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

Notable failures

record 7139aab2 — 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 7831bb4f — 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 94fb8e13 — asked "tests/test_reporting.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

Trials10 trials

Per-trial table (10 trials -- prompt, reasoning, verdict, answer key)

model	verdict	kind	difficulty	cost ($)	tokens in/out
gemma-4-31b-it-qat-w4a16-ct	?FAILanswered "{"steps": [{"step": 1, "tool": "run_tests", "args": {}, "..."unverified	repo_fix	-	0.003238	31832/184	full transcript →
gemma-4-31b-it-qat-w4a16-ct	?FAILanswered "{"steps": [{"step": 1, "tool": "run_tests", "args": {}, "..."unverified	repo_fix	-	0.011305	111805/415	full transcript →
gemma-4-31b-it-qat-w4a16-ct	?FAILanswered "{"steps": [{"step": 1, "tool": "run_tests", "args": {}, "..."unverified	repo_fix	-	0.003013	27735/797	full transcript →
gemma-4-31b-it-qat-w4a16-ct	✓PASSanswered "{"steps": [{"step": 1, "tool": "run_tests", "args": {}, "..."	repo_fix	-	0.007275	71410/446	full transcript →
gemma-4-31b-it-qat-w4a16-ct	?FAILanswered "{"steps": [{"step": 1, "tool": "run_tests", "args": {}, "..."unverified	repo_fix	-	0.009985	98361/498	full transcript →
gemma-4-31b-it-qat-w4a16-ct	✓PASSanswered "{"steps": [{"step": 1, "tool": "run_tests", "args": {}, "..."	repo_fix	-	0.003269	31472/407	full transcript →
gemma-4-31b-it-qat-w4a16-ct	?FAILanswered "{"steps": [{"step": 1, "tool": "run_tests", "args": {}, "..."unverified	repo_fix	-	0.008689	85517/457	full transcript →
gemma-4-31b-it-qat-w4a16-ct	?FAILanswered "{"steps": [{"step": 1, "tool": "run_tests", "args": {}, "..."unverified	repo_fix	-	0.004089	22497/6132	full transcript →
gemma-4-31b-it-qat-w4a16-ct	✓PASSanswered "{"steps": [{"step": 1, "tool": "run_tests", "args": {}, "..."	repo_fix	-	0.005986	58849/337	full transcript →
gemma-4-31b-it-qat-w4a16-ct	✓PASSanswered "{"steps": [{"step": 1, "tool": "run_tests", "args": {}, "..."	repo_fix	-	0.004694	46058/295	full transcript →