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tensor.news grades benchmarks and tags model claims by evidence status. Every fact carries a source record and provenance. Scores are framed as task performance under a disclosed harness, never as deployed capability.

← Models

Claude Opus 4.1

Anthropic·released 2025-08-05

independently reproduced

Scored on 15 benchmarks. 40% of its scores are independently reproduced — the rest are self-reported or unverified.

15
Benchmarks scored
0
SOTA leads
85.38
Best score
40%
Reproduced
6 of 15

Benchmark fingerprint

Every score, ranked, colored by evidence status.

  • Lech Mazur Writing
    85.38
  • SWE-Bench verified
    73.35
  • GPQA diamond
    69.7
  • OTIS Mock AIME 2024-2025
    68.86
  • SimpleBench
    52
  • DeepResearch Bench
    49.7
  • GDPval
    43.6
  • WeirdML
    42.76
  • Cybench
    42
  • Terminal Bench
    38
  • SimpleQA Verified
    34.8
  • FrontierMath-Tiers-1-3-v2-Private
    12.63
  • HLE
    7.06
  • VPCT
    2.5
  • FrontierMath-Tier-4-v2-Private
    2.44

All benchmark scores

BenchmarkScoreEvidence statusMeasured
Lech Mazur Writing85.38accuracy (%)unverified2025-08-05
SWE-Bench verified73.35accuracy (%)reproduced· optimized2025-08-05
GPQA diamond69.7accuracy (%)reproduced· optimized2025-08-05
OTIS Mock AIME 2024-202568.86accuracy (%)reproduced· optimized2025-08-05
SimpleBench52accuracy (%)unverified2025-08-05
DeepResearch Bench49.7accuracy (%)unverified2025-08-05
GDPval43.6accuracy (%)unverified2025-08-05
WeirdML42.76accuracy (%)unverified2025-08-05
Cybench42accuracy (%)unverified· optimized2025-08-05
Terminal Bench38accuracy (%)unverified· optimized2025-08-05
SimpleQA Verified34.8accuracy (%)reproduced2025-08-05
FrontierMath-Tiers-1-3-v2-Private12.63accuracy (%)reproduced2025-08-05
HLE7.06accuracy (%)unverified2025-08-05
VPCT2.5accuracy (%)unverified2025-08-05
FrontierMath-Tier-4-v2-Private2.44accuracy (%)reproduced2025-08-05
15 source records · epoch_benchmarks. Every score is evidence-linked.

Follow the record

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