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Claude Opus 4.1 vs Claude Sonnet 4

How do these models stack up? Below is an expert side-by-side comparison of specifications, context window capacity, live pricing per million tokens, and standardized benchmark scores for Claude Opus 4.1 and Claude Sonnet 4.

Anthropic

Claude Opus 4.1

Claude Opus 4.1 is an updated version of Anthropic’s flagship model, offering improved performance in coding, reasoning, and agentic tasks. It achieves 74.5% on SWE-bench Verified and shows notable gains...

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Anthropic

Claude Sonnet 4

Claude Sonnet 4 significantly enhances the capabilities of its predecessor, Sonnet 3.7, excelling in both coding and reasoning tasks with improved precision and controllability. Achieving state-of-the-art performance on SWE-bench (72.7%),...

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Technical Specifications

SpecificationClaude Opus 4.1Claude Sonnet 4
ProviderAnthropicAnthropic
Context Window200,000 tokens1,000,000 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablebeta
API AvailableYesYes
Released Date2025-08-052025-05-22

API Pricing Comparison

Input Price per Million Tokens

Claude Opus 4.1

$15.00

Claude Sonnet 4

$3.00

Output Price per Million Tokens

Claude Opus 4.1

$75.00

Claude Sonnet 4

$15.00

Want to test both models live?

Run side-by-side prompt prompts in our dynamic Sandbox. Check execution speeds, latency metrics, and compute actual costs in real-time.

Benchmark Performance Metrics

Scores show the raw performance percentages verified across key evaluation suites. Higher bars indicate superior accuracy and capability in that domain.

MMLUGeneral knowledge & multi-task understanding
N/Avs8800.0%
Claude Opus 4.1
Claude Sonnet 4
HumanEvalPython coding & logic synthesis
N/Avs9150.0%
Claude Opus 4.1
Claude Sonnet 4
MATHComplex mathematical problem solving
N/Avs7880.0%
Claude Opus 4.1
Claude Sonnet 4
GPQAGraduate-level expert reasoning
N/Avs6050.0%
Claude Opus 4.1
Claude Sonnet 4
HellaSwagCommonsense reasoning and inference
N/Avs9500.0%
Claude Opus 4.1
Claude Sonnet 4
MT-BenchMulti-turn conversation flow quality
N/Avs920.0%
Claude Opus 4.1
Claude Sonnet 4

Claude Opus 4.1 Quirks & Gotchas

No developer gotchas reported.

Claude Sonnet 4 Quirks & Gotchas

No developer gotchas reported.