Data to …… trials

Run camp-code-lookalike-gemma4qat-001

PASSED

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

56
Trials
100%
56/56 scored
over trials
Pass rate
0
0%
Failures
$0.0139
Run cost

Run camp-code-lookalike-gemma4qat-001: passed essentially everything (100%) -- this test did not challenge the model.

Of 56 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.

Trials56 trials
Per-trial table (56 trials -- prompt, reasoning, verdict, answer key)
modelverdictkinddifficultycost ($)tokens in/out
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 23"code_trace-0.00008494/249full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 21"code_trace-0.000088107/258full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 27"code_trace-0.000089111/260full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: [5, 5, 8, 8, 5]"code_trace-0.000119122/355full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 24"code_trace-0.000132130/398full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: [2, 9, 4, 3]"code_trace-0.000118143/346full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 15"code_trace-0.000098117/288full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 17"code_trace-0.000110132/323full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 17"code_trace-0.000132145/392full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 15"code_trace-0.000137147/408full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 16"code_trace-0.000143157/425full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: [0, 2, 1, 0, 3]"code_trace-0.000153177/451full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 16"code_trace-0.000176147/537full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 15"code_trace-0.000123136/366full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 14"code_trace-0.000150224/427full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 21"code_trace-0.000166171/498full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 17"code_trace-0.000143207/407full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 15"code_trace-0.000172202/506full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 45"code_trace-0.000192199/574full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: [3, 3, 1, 4, 2, 18]"code_trace-0.000260221/794full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: [1, 7, 8, 8, 3]"code_trace-0.000277216/852full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 9"code_trace-0.000196230/576full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 16"code_trace-0.000204265/591full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 48"code_trace-0.000258253/775full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: [5, 4, 0, 4, 2, 4, 9, 4, 0]"code_trace-0.000272299/808full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 5"code_trace-0.000218240/647full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: [5, 8, 8, 2, 5, 5, 7, 7, 6, 6, 0, 0, 3, 3, 6, 6, ..."code_trace-0.000319284/970full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 6"code_trace-0.000339266/1041full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 15"code_trace-0.000228302/659full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 14"code_trace-0.000228298/661full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 17"code_trace-0.000246293/721full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: [8, 4, 3, 3]"code_trace-0.000301350/887full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 21"code_trace-0.000346315/1048full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: [0, 7, 4, 1, 3]"code_trace-0.000310329/923full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: [5, 2, 3, 9, 9, 4, 4, 1, 1, 0, 0, 3, 3, 5, 9, 9, ..."code_trace-0.000363294/1111full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 82"code_trace-0.000262302/772full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 8"code_trace-0.000272335/796full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 14"code_trace-0.000277332/814full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 20"code_trace-0.000290353/848full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 30"code_trace-0.000289314/859full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: [2, 0, 1, 3]"code_trace-0.000328420/953full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 18"code_trace-0.000309338/917full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 18"code_trace-0.000316406/918full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 35"code_trace-0.000329373/971full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 22"code_trace-0.000332360/987full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: [9, 1, 2, 4, 82]"code_trace-0.000339378/1004full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: [6, 1, 4, 24, 3, 8]"code_trace-0.000345379/1025full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 9"code_trace-0.000315349/933full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 39"code_trace-0.000458410/1390full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 16"code_trace-0.000333401/977full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 25"code_trace-0.000336409/982full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 18"code_trace-0.000338437/982full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 23"code_trace-0.000373439/1098full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 30"code_trace-0.000396463/1165full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: 44"code_trace-0.000431430/1295full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "ANSWER: [1, 3, 5, -12, 2]"code_trace-0.000330418/962full transcript →