Claude Opus 4.1: benchmark results

Anthropic Opus-tier Claude model, an incremental Opus 4 upgrade focused on coding and agentic tasks. Provider: Anthropic. Released 2025-08-05. Access: API.

Aggregate Rating 1733 ± 6, rank #140 of 1656 rated models, from 459 benchmark results.

Strongest benchmark results

BenchmarkScoreMetricPercentile
FutureSearch DRB - Find Dataset0.71Average Score100
ImplicitMemBench - Procedural Memory76.67First-attempt accuracy (%) on the 100 procedural-memory item100
LLM Stats (TAU-bench Retail; Claude extended thinking; prompt addendum; 100 steps)82.4Score (%)100
MobiFlow - App Interference Completion70.1Completion rate (%) under app interference (pop-ups and othe100
Nejumi 4 - ALT - Truthfulness88.5Score (%)100
Nejumi 4 - JTruthfulQA78.01Score (%)100
PCB-Bench - Placement Macro CQ93.3Accuracy (%)100
PCB-Bench - Placement Micro CQ94.35Accuracy (%)100
PCB-Bench - Routing Micro CQ92.32Accuracy (%)100
PCB-Bench - Routing Micro QA SBERT57.38SBERT similarity (%)100
Sand-Glass (Prompted Compression) - Chinese-English Translation Density0.38BLEU-rho (back-translation BLEU divided by the target/source100
Sand-Glass (Prompted Compression) - Chinese-German Translation Density0.29BLEU-rho (back-translation BLEU divided by the target/source100

Interactive version: theaggregate.ai/model?slug=claude-opus-4-1 · How It Works · Data refreshed daily, snapshot 2026-10-20.