Data to …… trials

Run camp-ef-comments-gemma4qat-001/B

PASSED

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

10
Trials
100%
10/10 scored
over trials
Pass rate
0
0%
Failures
$0.0016
Run cost

Run camp-ef-comments-gemma4qat-001/B: passed essentially everything (100%) -- this test did not challenge the model.

Of 10 scored trials (code query kind), the model passed 100%. That's saturation: the difficulty range probed here isn't finding this model's limits. Consider a harder preset (breaking_point or adversarial_belief) or a wider dimension range.

Trials10 trials
Per-trial table (10 trials -- prompt, reasoning, verdict, answer key)
modelverdictkinddifficultycost ($)tokens in/out
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: [9, 2, 7, 24, 2]"code_trace-0.000159217/459full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: [2, 2, 6]"code_trace-0.000169187/502full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 11"code_trace-0.000169208/493full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 12"code_trace-0.000123157/358full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 9"code_trace-0.000138167/404full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: [6, 0, 1, 1, 9, 9, 7, 7, 1, 9, 7, 3, 2]"code_trace-0.000220218/661full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 19"code_trace-0.000143188/414full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 20"code_trace-0.000127173/366full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 8"code_trace-0.000134179/386full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: [8, 5, 78, 2]"code_trace-0.000187202/555full transcript →