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Claude Sonnet 4 vs o3 Pro

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 Sonnet 4 and o3 Pro.

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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OpenAI

o3 Pro

The o-series of models are trained with reinforcement learning to think before they answer and perform complex reasoning. The o3-pro model uses more compute to think harder and provide consistently...

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Technical Specifications

SpecificationClaude Sonnet 4o3 Pro
ProviderAnthropicOpenAI
Context Window1,000,000 tokens200,000 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apimanaged api
Production Stabilitybetastable
API AvailableYesYes
Released Date2025-05-222025-06-10

API Pricing Comparison

Input Price per Million Tokens

Claude Sonnet 4

$3.00

o3 Pro

$20.00

Output Price per Million Tokens

Claude Sonnet 4

$15.00

o3 Pro

$80.00

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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
8800.0%vsN/A
Claude Sonnet 4
o3 Pro
HumanEvalPython coding & logic synthesis
9150.0%vsN/A
Claude Sonnet 4
o3 Pro
MATHComplex mathematical problem solving
7880.0%vsN/A
Claude Sonnet 4
o3 Pro
GPQAGraduate-level expert reasoning
6050.0%vsN/A
Claude Sonnet 4
o3 Pro
HellaSwagCommonsense reasoning and inference
9500.0%vsN/A
Claude Sonnet 4
o3 Pro
MT-BenchMulti-turn conversation flow quality
920.0%vsN/A
Claude Sonnet 4
o3 Pro

Claude Sonnet 4 Quirks & Gotchas

No developer gotchas reported.

o3 Pro Quirks & Gotchas

No developer gotchas reported.