Claude Opus 4.7 (High): benchmark results

Claude Opus 4.7 evaluated at the high reasoning-effort setting. Provider: Anthropic. Released 2026-04-16. Access: API.

Aggregate Rating 1792 ± 8, rank #152 of 2167 rated models, from 206 benchmark results.

Strongest benchmark results

BenchmarkScoreMetricPercentile
AgentKernelArena - Triton-to-Triton2.13Mean speedup (x; arithmetic mean over the 148 Triton-to-Trit100
AstroAlertBench60.6End-to-end five-class accuracy (%; 1,500 ZTF alerts, 300 eac100
BlueFin - Manipulation49.4Criteria-weighted rubric score (%; points met over maximum p100
BlueFin - Public Set58.4Criteria-weighted rubric score (%; points met over maximum p100
BlueFin - Synthesis66.7Criteria-weighted rubric score (%; points met over maximum p100
DiscoverPhysics - Pass@126.4Expected share of the 22 worlds (%) passed in one attempt, e100
EvoCode-Bench - Task Completion42.3Full-task completion (Comp, %): share of the 26 tasks in whi100
GameCraft-Bench - Art and Presentation36.86Art and Presentation score (%): rubric score for art and pre100
GameCraft-Bench - Content Depth39.48Content Depth score (%): rubric score for content depth (eno100
GameCraft-Bench - Core Mechanics55.34Core Mechanics score (%): rubric score for core mechanics (t100
GameCraft-Bench - Functional Visuals42.78Functional Visuals score (%): rubric score for functional vi100
INS-ActBench - R Code71.3Numerical accuracy (%; outputs of the generated R code withi100

Interactive version: theaggregate.ai/model?slug=claude-opus-4-7-high · How It Works · Data refreshed daily, snapshot 2026-10-21.