{
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  "methodology": "Published third-party tables indexed as displayed; TANDIU did not run or reproduce the evaluations. Per model, each source contributes its best published result (non-estimated first); the matched reasoning-effort configuration is recorded in field 'effort'.",
  "composite_method": "composite.score = mean of the model's percentile within each source, percentiles computed among models tracked by TANDIU (sources with >= 5 matched models). It is a cross-source rank aggregate, not a new benchmark score. flags: source_divergence when two sources' percentiles differ by >= 35 points; effort_mismatch when AA and LiveBench matched configurations differ by >= 2 effort levels; aa_archived when AA lists the model as deprecated.",
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