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"reported_models": [ "claude-haiku-5-5" ] }, { "phase": "generation", "case": "followup", "mode": "with_skill", "draw": 2, "sample": null, "model": "claude-opus-5-5", "reported_models": [ "claude-opus-5-5" ] }, { "phase": "judge", "case": "followup", "mode": "with_skill", "draw": 2, "sample": 0, "model": "claude-haiku-5-5", "reported_models": [ "claude-haiku-5-5" ] }, { "phase": "judge", "case": "followup", "mode": "with_skill", "draw": 2, "sample": 1, "model": "claude-haiku-5-5", "reported_models": [ "claude-haiku-5-5" ] }, { "phase": "judge", "case": "followup", "mode": "with_skill", "draw": 2, "sample": 2, "model": "claude-haiku-5-5", "reported_models": [ "claude-haiku-5-5" ] }, { "phase": "judge", "case": "followup", "mode": "with_skill", "draw": 2, "sample": 3, "model": "claude-haiku-5-5", "reported_models": [ "claude-haiku-5-5" ] }, { "phase": "judge", "case": "followup", "mode": "with_skill", "draw": 2, "sample": 4, "model": "claude-haiku-5-5", "reported_models": [ "claude-haiku-5-5" ] }, { "phase": "generation", "case": "followup", "mode": "with_skill", "draw": 3, "sample": null, "model": "claude-opus-5-5", "reported_models": [ "claude-opus-5-5" ] }, { "phase": "judge", "case": "followup", "mode": "with_skill", "draw": 3, "sample": 0, "model": "claude-haiku-5-5", "reported_models": [ "claude-haiku-5-5" ] }, { "phase": "judge", "case": "followup", "mode": "with_skill", "draw": 3, "sample": 1, "model": "claude-haiku-5-5", "reported_models": [ "claude-haiku-5-5" ] }, { "phase": "judge", "case": "followup", "mode": "with_skill", "draw": 3, "sample": 2, "model": "claude-haiku-5-5", "reported_models": [ "claude-haiku-5-5" ] }, { "phase": "judge", "case": "followup", "mode": "with_skill", "draw": 3, "sample": 3, "model": "claude-haiku-5-5", "reported_models": [ "claude-haiku-5-5" ] }, { "phase": "judge", "case": "followup", "mode": "with_skill", "draw": 3, "sample": 4, "model": "claude-haiku-5-5", "reported_models": [ "claude-haiku-5-5" ] }, { "phase": "generation", "case": "followup", "mode": "baseline", "draw": 0, "sample": null, "model": "claude-opus-5-5", "reported_models": [ "claude-opus-5-5" ] }, { "phase": "judge", "case": "followup", "mode": "baseline", "draw": 0, "sample": 0, "model": "claude-haiku-5-5", "reported_models": [ "claude-haiku-5-5" ] }, { "phase": "judge", "case": "followup", "mode": "baseline", "draw": 0, "sample": 1, "model": "claude-haiku-5-5", "reported_models": [ "claude-haiku-5-5" ] }, { "phase": "judge", "case": "followup", "mode": "baseline", "draw": 0, "sample": 2, "model": "claude-haiku-5-5", "reported_models": [ "claude-haiku-5-5" ] }, { "phase": "judge", "case": "followup", "mode": "baseline", "draw": 0, "sample": 3, "model": "claude-haiku-5-5", "reported_models": [ "claude-haiku-5-5" ] }, { "phase": "judge", "case": "followup", "mode": "baseline", "draw": 0, "sample": 4, "model": "claude-haiku-5-5", "reported_models": [ "claude-haiku-5-5" ] }, { "phase": "generation", "case": "followup", "mode": "baseline", "draw": 1, "sample": null, "model": "claude-opus-5-5", "reported_models": [ "claude-opus-5-5" ] }, { "phase": "judge", "case": "followup", "mode": "baseline", "draw": 1, "sample": 0, "model": "claude-haiku-5-5", "reported_models": [ "claude-haiku-5-5" ] }, { "phase": "judge", "case": "followup", "mode": "baseline", "draw": 1, "sample": 1, "model": "claude-haiku-5-5", "reported_models": [ "claude-haiku-5-5" ] }, { "phase": "judge", "case": "followup", "mode": "baseline", "draw": 1, "sample": 2, "model": "claude-haiku-5-5", "reported_models": [ "claude-haiku-5-5" ] }, { "phase": "judge", "case": "followup", "mode": "baseline", "draw": 1, "sample": 3, "model": "claude-haiku-5-5", "reported_models": [ "claude-haiku-5-5" ] }, { "phase": "judge", "case": "followup", "mode": "baseline", "draw": 1, "sample": 4, "model": "claude-haiku-5-5", "reported_models": [ "claude-haiku-5-5" ] }, { "phase": "generation", "case": "followup", "mode": "baseline", "draw": 2, "sample": null, "model": "claude-opus-5-5", "reported_models": [ "claude-opus-5-5" ] }, { "phase": "judge", "case": "followup", "mode": "baseline", "draw": 2, "sample": 0, "model": "claude-haiku-5-5", "reported_models": [ "claude-haiku-5-5" ] }, { "phase": "judge", "case": "followup", "mode": "baseline", "draw": 2, "sample": 1, "model": "claude-haiku-5-5", "reported_models": [ "claude-haiku-5-5" ] }, { "phase": "judge", "case": "followup", "mode": "baseline", "draw": 2, "sample": 2, "model": "claude-haiku-5-5", "reported_models": [ "claude-haiku-5-5" ] }, { "phase": "judge", "case": "followup", "mode": "baseline", "draw": 2, "sample": 3, "model": "claude-haiku-5-5", "reported_models": [ "claude-haiku-5-5" ] }, { "phase": "judge", "case": "followup", "mode": "baseline", "draw": 2, "sample": 4, "model": "claude-haiku-5-5", "reported_models": [ "claude-haiku-5-5" ] }, { "phase": "generation", "case": "followup", "mode": "baseline", "draw": 3, "sample": null, "model": "claude-opus-5-5", "reported_models": [ "claude-opus-5-5" ] }, { "phase": "judge", "case": "followup", "mode": "baseline", "draw": 3, "sample": 0, "model": "claude-haiku-5-5", "reported_models": [ "claude-haiku-5-5" ] }, { "phase": "judge", "case": "followup", "mode": "baseline", "draw": 3, "sample": 1, "model": "claude-haiku-5-5", "reported_models": [ "claude-haiku-5-5" ] }, { "phase": "judge", "case": "followup", "mode": "baseline", "draw": 3, "sample": 2, "model": "claude-haiku-5-5", "reported_models": [ "claude-haiku-5-5" ] }, { "phase": "judge", "case": "followup", "mode": "baseline", "draw": 3, "sample": 3, "model": "claude-haiku-5-5", "reported_models": [ "claude-haiku-5-5" ] }, { "phase": "judge", "case": "followup", "mode": "baseline", "draw": 3, "sample": 4, "model": "claude-haiku-5-5", "reported_models": [ "claude-haiku-5-5" ] } ] } }, "counts": { "generations_per_arm": 4 } } ], "aggregates": { "with_skill": { "case_count": 3, "pass_count": 1, "borderline_count": 1, "mean_score": 0.744444, "stddev": 0.088323 }, "baseline": { "case_count": 3, "pass_count": 1, "borderline_count": 2, "mean_score": 0.751667, "stddev": 0.107277 }, "band_rule": "per arm: the sample standard deviation (n-1) of the per-case means across the included cases; the comparison band is the quadrature sum of the two arms; null where an arm has fewer than two included cases" } }, "comparison": { "with_skill_score": 0.744444, "baseline_score": 0.751667, "delta": -0.007223, "delta_uncertainty": 0.138958 }, "verification_level": "TESTED", "receipt_hash": "cd684c7ebf96b6fb9841b6ac0f148b0b31213f1c4b912cea4706d6b13b799879", "economics": { "basis": "metered-equivalent", "surface": "claude-cli", "with_skill": { "call_count": 13, "mean_input_tokens": 2099.85, "mean_output_tokens": 1224.38, "mean_cost_usd_per_call": 0.032887, "median_wall_ms": 17764, "wall_ms_p25": 11338, "wall_ms_p75": 23150.5, "wall_ms_iqr": 11812.5 }, "baseline": { "call_count": 13, "mean_input_tokens": 2035.31, "mean_output_tokens": 1039.38, "mean_cost_usd_per_call": 0.028929, "median_wall_ms": 12954, "wall_ms_p25": 9899, "wall_ms_p75": 21984.5, "wall_ms_iqr": 12085.5 }, "skill_incremental_cost_usd_per_call": 0.003958, "skill_incremental_cost_usd_per_1k_calls": 3.958, "output_tokens_delta": 185, "median_wall_ms_delta": 4810, "judge_excluded": true, "judge_overhead": { "note": "Measurement overhead imposed by Driftproof, NOT a cost of running the skill. Excluded from every field above. Counted over every draw sent to the judge, each once: the usage its answered judge samples reported, at the frozen judge price. Retried attempts and samples that reported no usage are not in it.", "total_cost_usd": 0.126239, "case_rows_measured": 6, "judged_draws_counted": 26, "judged_draws_missing_usage": 0 }, "notes": { "absolute_cost": "Absolute per-call cost on a CLI surface includes a fixed harness preamble (observed ~25k input tokens on claude-cli, ~11k on codex) that we do not control. It is identical in the with-skill and baseline arms, so it cancels in the Δ figures — read the incremental columns, not the absolute ones.", "cache_pricing": "Cached input tokens are costed at the list input rate (an over-estimate where caching is heavy); cached_tokens is recorded per call so a reader can recompute.", "latency": "observed on subscription CLI surface, indicative" } } }