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Claude Opus 4 vs o4 Mini High

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 o4 Mini High.

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

o4 Mini High

OpenAI o4-mini-high is the same model as [o4-mini](/openai/o4-mini) with reasoning_effort set to high. OpenAI o4-mini is a compact reasoning model in the o-series, optimized for fast, cost-efficient performance while retaining...

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Technical Specifications

SpecificationClaude Opus 4o4 Mini High
ProviderAnthropicOpenAI
Context Window200,000 tokens200,000 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-05-222025-04-16

API Pricing Comparison

Input Price per Million Tokens

Claude Opus 4

$15.00

o4 Mini High

$1.10

Output Price per Million Tokens

Claude Opus 4

$75.00

o4 Mini High

$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%vsN/A
Claude Opus 4
o4 Mini High
HumanEvalPython coding & logic synthesis
9300.0%vsN/A
Claude Opus 4
o4 Mini High
MATHComplex mathematical problem solving
8540.0%vsN/A
Claude Opus 4
o4 Mini High
GPQAGraduate-level expert reasoning
7230.0%vsN/A
Claude Opus 4
o4 Mini High
HellaSwagCommonsense reasoning and inference
9650.0%vsN/A
Claude Opus 4
o4 Mini High
MT-BenchMulti-turn conversation flow quality
945.0%vsN/A
Claude Opus 4
o4 Mini High

Claude Opus 4 Quirks & Gotchas

No developer gotchas reported.

o4 Mini High Quirks & Gotchas

No developer gotchas reported.