Data to …… trials

Run camp-code-stack-gemma4qat-002

PASSED

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

33
Trials
100%
33/33 scored
over trials
Pass rate
0
0%
Failures
$0.0091
Run cost

Run camp-code-stack-gemma4qat-002: passed essentially everything (100%) -- this test did not challenge the model.

Of 33 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.

Trials33 trials
Per-trial table (33 trials -- prompt, reasoning, verdict, answer key)
modelverdictkinddifficultycost ($)tokens in/out
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: [7, 7, 9, 0, 0, 1, 1, 1, 7]"code_trace-0.000230250/684full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: [9, 5, 2, 6, 4]"code_trace-0.000232245/692full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 50"code_trace-0.000260263/778full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: [2, 5, 8, 8, 0, 0, 8, 7]"code_trace-0.000312247/959full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 0"code_trace-0.000238249/712full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 40"code_trace-0.000212257/620full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: [2, 7, 7, 7, 12, 14]"code_trace-0.000229255/680full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 35"code_trace-0.000229228/686full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: [9, 9, 3, 3, 8, 5, 9, 3, 3, 8, 1, 17]"code_trace-0.000265269/795full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 37"code_trace-0.000196234/576full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 27"code_trace-0.000211228/628full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: [5, 3, 1, 2, 2, 3, 2, 9, 22]"code_trace-0.000256260/766full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: [6, 0, 9, 7, 14, 3]"code_trace-0.000280241/853full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 132"code_trace-0.000198229/583full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 27"code_trace-0.000216263/632full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 46"code_trace-0.000226240/674full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: [5, 1, 18]"code_trace-0.000265269/793full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 56"code_trace-0.000236231/711full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 95"code_trace-0.000278257/841full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 52"code_trace-0.000281260/849full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: [3, 0, 2, 4, 4, 2, 2, 2, 20, 18, 4, 3]"code_trace-0.000302264/918full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 79"code_trace-0.000276251/835full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 62"code_trace-0.000295284/890full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 27"code_trace-0.000343292/1045full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: [5, 9, 7, 7, 3, 3, 4, 4, 6, 6, 14, -4, 42, 7, 5]"code_trace-0.000395311/1213full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 86"code_trace-0.000311296/937full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 75"code_trace-0.000324298/981full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 63"code_trace-0.000338321/1021full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: [2, 0, 9, 6, 47, 21, 7, 3]"code_trace-0.000399342/1217full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 95"code_trace-0.000282293/843full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 71"code_trace-0.000288294/861full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 69"code_trace-0.000377311/1154full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: [1, 6, 6, 4, 53, 12, 6, 1, 6]"code_trace-0.000352310/1071full transcript →