Median Expert: benchmark results

Specialist benchmark reference assembled from studies with different expert groups and summary statistics; it does not estimate a population median. Provider: Human.

Aggregate Rating 1971 ± 23, from 20 benchmark results.

Strongest benchmark results

BenchmarkScoreMetricPercentile
GameWorld Computer-Use82.6Progress (%)100
GameWorld Generalist82.6Progress (%)100
LAB-Bench FigQA No Tools (Opus 4.6 System Card)77Accuracy (%)100
Visual Aesthetic Benchmark (VAB)77.7Overall Top-1 ap@1 (imported)100
MMMU Benchmark82.6Validation Score96.8
ArchSIBench89.2Avg. (self-reported)95.2
CodeElo1073Elo Rating91.2
Chess Bench LLM1542Lichess-Classical-calibrated Glicko-2 rating (native signed 88.6
ALE-Bench1231Performance (Self-Refine x1) (imported)86.7
Video-MMMU74.44Overall Score56.9
PubMedQA78Accuracy (%)52.2
LAB-Bench FigQA With Cropping (Opus 4.6 System Card)77Accuracy (%)50

Interactive version: theaggregate.ai/model?slug=median-expert · How It Works · Data refreshed daily, snapshot 2026-10-20.