Claude Opus 4.8 (High): benchmark results

Claude Opus 4.8 evaluated at the high reasoning-effort setting. Provider: Anthropic. Released 2026-05-28. Access: API.

Aggregate Rating 1815 ± 10, rank #110 of 2168 rated models, from 181 benchmark results.

Strongest benchmark results

BenchmarkScoreMetricPercentile
CausalDS0.28CausalDS score (0 is perfect, lower is better, unbounded abo100
FrontierFinance - Web Search Baseline32.98Rubric qualification rate (%, macro average over queries, th100
OpenCompass Reasoning - Common80.6Score (%)100
SWE-Interact26.7Resolve rate (%) of 75 multi-turn software-engineering tasks100
SuperCLUE General (May 2026) - Code Generation83.58Score100
SuperCLUE General (May 2026) - Hallucination Control87.48Score100
SuperCLUE General (May 2026) - Science Reasoning77.19Score100
SuperCLUE-SWE - Overall73.33Score100
Horangi 4 - KMMLU-Pro95Accuracy (%)99.5
o11y-bench - Pass^379.37Tasks passed on all three attempts, Pass^3 (%)99.1
Horangi 4 - BigCodeBench (100-task subset)62Pass rate (%)98.1
FutureEval14.12Unified Forecasting Score97.9

Interactive version: theaggregate.ai/model?slug=claude-opus-4-8-high · How It Works · Data refreshed daily, snapshot 2026-10-20.