{ "title": "Agent trace triage", "workflow": "agent_trace_observability", "snapshot_date": "2026-09-28", "default_reference": "consensus", "labelsets": [ "openai", "anthropic", "consensus" ], "policies": [ { "policy_id": "balanced", "title": "balanced profile" }, { "policy_id": "cautious", "title": "cautious profile" } ], "metrics": [ { "metric_id": "disposition", "title": "Disposition agreement", "comparison": "primary_action" } ], "blend": { "method": "mean_probabilities", "missing_source": "use_available_source", "question_alignment": "same case, node, question definition and state" }, "coverage": { "cases": 111, "questions": 1124, "openai_cases": 111, "openai_opus_fallback_cases": 0, "anthropic_cases": 109, "anthropic_opus_fallback_cases": 0, "consensus_cases": 111, "consensus_opus_fallback_cases": 0, "runs": 9, "run_results": 999, "run_questions": 9894 }, "encodings": { "*_json": "JSON-encoded UTF-8 text", "probabilities": "list of option/probability pairs" }, "runs": { "code-anthropic-claude-haiku-4-5-default-ff38d727fc77-replayed": { "model": { "name": "claude-haiku-4-5", "provider": "anthropic", "reasoning_effort": "default", "question_mode": "all" }, "cases": 111, "decisions": 222, "questions": 1098, "scores": [ { "metric_id": "disposition", "value": 0.5720720720720721, "denominator": 222 } ], "mean_cost_usd": 0.0100459009009009, "cost_cases": 111, "mean_wall_time_s": 7.139885663320227, "wall_time_cases": 111, "mean_summed_call_time_s": 7.139105017167969, "summed_call_time_cases": 111, "cost_bases": [ "estimated_uncached" ] }, "code-anthropic-claude-opus-5-default-f05aa477e166-replayed": { "model": { "name": "claude-opus-5", "provider": "anthropic", "reasoning_effort": "default", "question_mode": "all" }, "cases": 111, "decisions": 222, "questions": 1102, "scores": [ { "metric_id": "disposition", "value": 0.7522522522522522, "denominator": 222 } ], "mean_cost_usd": 0.1032913963963964, "cost_cases": 111, "mean_wall_time_s": 27.389778330309635, "wall_time_cases": 111, "mean_summed_call_time_s": 27.3888189421845, "summed_call_time_cases": 111, "cost_bases": [ "estimated_uncached" ] }, "code-anthropic-claude-sonnet-5-default-555d6817859f-replayed": { "model": { "name": "claude-sonnet-5", "provider": "anthropic", "reasoning_effort": "default", "question_mode": "all" }, "cases": 111, "decisions": 222, "questions": 1094, "scores": [ { "metric_id": "disposition", "value": 0.6801801801801802, "denominator": 222 } ], "mean_cost_usd": 0.05451362162162162, "cost_cases": 111, "mean_wall_time_s": 37.98158111563267, "wall_time_cases": 111, "mean_summed_call_time_s": 37.980661052565495, "summed_call_time_cases": 111, "cost_bases": [ "estimated_uncached" ] }, "code-fireworks-deepseek-v4-flash-0731-default-6261e373c2eb-replayed": { "model": { "name": "accounts/fireworks/models/deepseek-v4-flash-0731", "provider": "fireworks", "reasoning_effort": "default", "question_mode": "all" }, "cases": 111, "decisions": 222, "questions": 1092, "scores": [ { "metric_id": "disposition", "value": 0.7297297297297297, "denominator": 222 } ], "mean_cost_usd": 0.004347695495495496, "cost_cases": 111, "mean_wall_time_s": 51.71109359576325, "wall_time_cases": 111, "mean_summed_call_time_s": 51.710124348365774, "summed_call_time_cases": 111, "cost_bases": [ "estimated_uncached" ] }, "code-fireworks-deepseek-v4-pro-0813-default-7b6673ecb067-replayed": { "model": { "name": "accounts/fireworks/models/deepseek-v4-pro-0813", "provider": "fireworks", "reasoning_effort": "default", "question_mode": "all" }, "cases": 111, "decisions": 222, "questions": 1096, "scores": [ { "metric_id": "disposition", "value": 0.7162162162162162, "denominator": 222 } ], "mean_cost_usd": 0.03572590702702703, "cost_cases": 111, "mean_wall_time_s": 90.08703104015292, "wall_time_cases": 111, "mean_summed_call_time_s": 90.08600678682633, "summed_call_time_cases": 111, "cost_bases": [ "estimated_uncached" ] }, "code-openai-gpt-5.6-luna-default-27283a20a57e-replayed": { "model": { "name": "gpt-5.6-luna", "provider": "openai", "reasoning_effort": "default", "question_mode": "all" }, "cases": 111, "decisions": 222, "questions": 1106, "scores": [ { "metric_id": "disposition", "value": 0.7612612612612613, "denominator": 222 } ], "mean_cost_usd": 0.0024835531531531532, "cost_cases": 111, "mean_wall_time_s": 14.548750555584299, "wall_time_cases": 111, "mean_summed_call_time_s": 14.54792581151894, "summed_call_time_cases": 111, "cost_bases": [ "estimated_uncached" ] }, "code-openai-gpt-5.6-sol-default-c37b75987fe6-replayed": { "model": { "name": "gpt-5.6-sol", "provider": "openai", "reasoning_effort": "default", "question_mode": "all" }, "cases": 111, "decisions": 222, "questions": 1106, "scores": [ { "metric_id": "disposition", "value": 0.7657657657657657, "denominator": 222 } ], "mean_cost_usd": 0.05754306306306306, "cost_cases": 111, "mean_wall_time_s": 40.27049937838823, "wall_time_cases": 111, "mean_summed_call_time_s": 40.269538754859504, "summed_call_time_cases": 111, "cost_bases": [ "estimated_uncached" ] }, "code-openai-gpt-5.6-terra-default-135a636cba90-replayed": { "model": { "name": "gpt-5.6-terra", "provider": "openai", "reasoning_effort": "default", "question_mode": "all" }, "cases": 111, "decisions": 222, "questions": 1094, "scores": [ { "metric_id": "disposition", "value": 0.7297297297297297, "denominator": 222 } ], "mean_cost_usd": 0.020922792792792792, "cost_cases": 111, "mean_wall_time_s": 11.36018044822262, "wall_time_cases": 111, "mean_summed_call_time_s": 11.359427495123315, "summed_call_time_cases": 111, "cost_bases": [ "estimated_uncached" ] }, "code-typesafe-jev-1.13.0-off-e04be71c048c-replayed": { "model": { "name": "jev-1.13.0", "provider": "typesafe", "reasoning_effort": "off", "question_mode": "all" }, "cases": 111, "decisions": 222, "questions": 1106, "scores": [ { "metric_id": "disposition", "value": 0.7162162162162162, "denominator": 222 } ], "mean_cost_usd": 0.0002775015675675676, "cost_cases": 111, "mean_wall_time_s": 0.48030330555152717, "wall_time_cases": 111, "mean_summed_call_time_s": 0.4794463855959056, "summed_call_time_cases": 111, "cost_bases": [ "estimated_uncached" ] } }, "run_results": { "route": "code", "reference": "consensus", "primary_metric": "disposition", "selection": "Final plots: highest primary accuracy per selected model configuration.", "overall_aggregation": "Equal workflow means for configurations represented in all four workflows." } }