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ModelTape / Models / Claude Sonnet 4
Anthropic · API-only (closed weights)

Claude Sonnet 4

Claude Sonnet 4 is an API-only (closed weights) language model from Anthropic, released May 22, 2025. On the Epoch Capabilities Index it scores 141.9, rank 112 of 256 rated models.

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Lab
Anthropic
Released
May 22, 2025
Weights
API-only (closed weights)
Parameters
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Context
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Price / M tokens
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Epoch ECI
141.9 #112

Strengths by category

ModelTape's 0–100 fit on Epoch AI benchmark results.

CategoryScoreBased on
Reasoning12.5SimpleBench, Humanity's Last Exam
Math31.7MATH level 5, OTIS Mock AIME 2024-2025, FrontierMath-2025-02-28-Private, FrontierMath-Tier-4-2025-07-01-Private
Coding39.7Aider polyglot, GSO-Bench
Agent25.4The Agent Company, OSWorld

Benchmark results

Benchmark (Epoch AI)Score
MATH level 584.4%
GPQA Diamond75.3%
OTIS Mock AIME71.1%
Aider Polyglot61.3%
OSWorld43.9%
SimpleBench34.6%
The Agent Company33.1%
Humanity's Last Exam7.8%
FrontierMath-2025-02-28-Private7.3%
GSO-Bench4.9%
FrontierMath-Tier-4-2025-07-01-Private0.0%

Links

Epoch AI benchmarks

Models with a similar score

Gemini 3.5 Flash-Lite · Kimi K2 Thinking · o4-mini · Gemini 3.1 Flash-Lite · Gemini 2.5 Pro (Jun 2025) · Claude Opus 4.1 · DeepSeek-V3.2-Exp · Grok 4 Fast

More from Anthropic

Claude Fable 5.2 · Claude Haiku 5.5 · Claude Sonnet 5.5 · Claude Opus 5.5 · Claude Fable 5.1 · Claude Opus 5 · Claude Sonnet 5 · Claude Fable 5

Data updated Thu, 12 Nov 2026 09:42 UTC. Benchmarks, Capabilities Index and model announcements: Epoch AI, “Capabilities & benchmarking” and “Data on AI models” (CC BY 4.0); category scores are ModelTape's own fit on Epoch's results. Releases and prices: models.dev (MIT). Sizes and quantizations: Hugging Face. “Runs on” figures are estimates from model size, quantization and memory bandwidth (±30–50%).
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