Data to …… trials

Run camp-irrelevance-gemma4qat-001

90% PASS

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

40
Trials
90%
36/40 scored
over trials
Pass rate
4
10%
Failures
$0.0043
Run cost

Run camp-irrelevance-gemma4qat-001: 90% pass rate on tool queries.

Of 40 scored trials (tool query kind), the model passed 90% and failed 10%.

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

Diffuse weakness (below 90% but no outright flip) on: unsolvable (pass rate 75% at the high end).

Notable failures

  • record 7ec66c09 — asked "IMPORTANT: it is possible that the goal CANNOT be achieved with the tools in this catalog. Decide for yourself whether a valid plan exists. If one does, output it. If no sequence of the available tools can satisfy the goal, output exactly [] (an empty JSON array) instead. Do not invent tools that are not listed, and do not output a partial or best-effort plan that fails to reach the goal -- an empty array is the correct answer in that case."
    expected: (unknown)
    actual: ]

    answer did not match the verified ground truth

  • record 7d9dd5b1 — asked "IMPORTANT: it is possible that the goal CANNOT be achieved with the tools in this catalog. Decide for yourself whether a valid plan exists. If one does, output it. If no sequence of the available tools can satisfy the goal, output exactly [] (an empty JSON array) instead. Do not invent tools that are not listed, and do not output a partial or best-effort plan that fails to reach the goal -- an empty array is the correct answer in that case."
    expected: (unknown)
    actual: [{"tool": "advance_0", "args": {"service": "svc_0"}}, {"tool": "advance_1", "args": {"service": "...

    answer did not match the verified ground truth

  • record 024a919a — asked "IMPORTANT: it is possible that the goal CANNOT be achieved with the tools in this catalog. Decide for yourself whether a valid plan exists. If one does, output it. If no sequence of the available tools can satisfy the goal, output exactly [] (an empty JSON array) instead. Do not invent tools that are not listed, and do not output a partial or best-effort plan that fails to reach the goal -- an empty array is the correct answer in that case."
    expected: (unknown)
    actual: [{"tool": "advance_0", "args": {"service": "svc_0"}}, {"tool": "advance_1", "args": {"service": "...

    answer did not match the verified ground truth

Trials40 trials
Per-trial table (40 trials -- prompt, reasoning, verdict, answer key)
modelverdictkinddifficultycost ($)tokens in/out
gemma-4-31b-it-qat-w4a16-ct?FAILanswered "]"unverifiedtool_plan-0.000098758/74full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "]"tool_plan-0.000125822/141full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "]"tool_plan-0.000125822/141full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "[]"tool_plan-0.000078776/2full transcript →
gemma-4-31b-it-qat-w4a16-ct?FAILanswered "[{"tool": "advance_0", "args": {"service": "svc_0"}}, {"t..."unverifiedtool_plan-0.000110778/106full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "]"tool_plan-0.000125822/141full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "]"tool_plan-0.000125822/141full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "]"tool_plan-0.000125822/141full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "[]"tool_plan-0.000079781/2full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "]"tool_plan-0.000125828/141full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "]"tool_plan-0.000125825/141full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "]"tool_plan-0.000125822/141full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "[]"tool_plan-0.000076758/2full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "[]"tool_plan-0.000078770/2full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "[]"tool_plan-0.000078775/2full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "]"tool_plan-0.000125825/141full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "]"tool_plan-0.000125824/141full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "[{"tool": "advance_0", "args": {"service": "svc_0"}}, {"t..."tool_plan-0.000121824/128full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "]"tool_plan-0.000125822/141full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "[]"tool_plan-0.000077764/2full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "[]"tool_plan-0.000078770/2full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "]"tool_plan-0.000125822/141full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "]"tool_plan-0.000125822/141full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "[]"tool_plan-0.000076758/2full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "]"tool_plan-0.000125822/141full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "[]"tool_plan-0.000078776/2full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "]"tool_plan-0.000125826/141full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "]"tool_plan-0.000125825/141full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "[]"tool_plan-0.000079784/2full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "[]"tool_plan-0.000079781/2full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "]"tool_plan-0.000125822/141full transcript →
gemma-4-31b-it-qat-w4a16-ct?FAILanswered "[{"tool": "advance_0", "args": {"service": "svc_0"}}, {"t..."unverifiedtool_plan-0.000109772/106full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "]"tool_plan-0.000125822/141full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "]"tool_plan-0.000125822/141full transcript →
gemma-4-31b-it-qat-w4a16-ct?FAILanswered "[{"tool": "advance_0", "args": {"service": "svc_0"}}, {"t..."unverifiedtool_plan-0.000109772/106full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "]"tool_plan-0.000125822/141full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "[]"tool_plan-0.000078779/2full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "]"tool_plan-0.000125822/141full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "]"tool_plan-0.000125822/141full transcript →
gemma-4-31b-it-qat-w4a16-ct✓PASSanswered "[{"tool": "advance_0", "args": {"service": "svc_0"}}, {"t..."tool_plan-0.000121822/128full transcript →