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Claude Opus 4 vs o3 Mini

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 and o3 Mini.

Anthropic

Claude Opus 4

Claude Opus 4 is benchmarked as the world’s best coding model, at time of release, bringing sustained performance on complex, long-running tasks and agent workflows. It sets new benchmarks in...

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OpenAI

o3 Mini

OpenAI o3-mini is a cost-efficient language model optimized for STEM reasoning tasks, particularly excelling in science, mathematics, and coding. This model supports the `reasoning_effort` parameter, which can be set to...

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Technical Specifications

SpecificationClaude Opus 4o3 Mini
ProviderAnthropicOpenAI
Context Window200,000 tokens200,000 tokens
Agent SuitabilityN/A91/100
Time to First Token (TTFT)N/A800 ms
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-05-222025-01-31

API Pricing Comparison

Input Price per Million Tokens

Claude Opus 4

$15.00

o3 Mini

$1.10

Output Price per Million Tokens

Claude Opus 4

$75.00

o3 Mini

$4.40

Want to test both models live?

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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
9050.0%vs8790.0%
Claude Opus 4
o3 Mini
HumanEvalPython coding & logic synthesis
9300.0%vs9020.0%
Claude Opus 4
o3 Mini
MATHComplex mathematical problem solving
8540.0%vs9020.0%
Claude Opus 4
o3 Mini
GPQAGraduate-level expert reasoning
7230.0%vs6850.0%
Claude Opus 4
o3 Mini
HellaSwagCommonsense reasoning and inference
9650.0%vs8900.0%
Claude Opus 4
o3 Mini
MT-BenchMulti-turn conversation flow quality
945.0%vs910.0%
Claude Opus 4
o3 Mini

Claude Opus 4 Quirks & Gotchas

No developer gotchas reported.

o3 Mini Quirks & Gotchas

  • Best cost/performance ratio for reasoning tasks in the OpenAI lineup
  • Still slower than GPT-5 for simple tool calls — route accordingly