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Claude Opus 4.6 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 4.6 and o4 Mini High.

Anthropic

Claude Opus 4.6

Opus 4.6 is Anthropic’s strongest model for coding and long-running professional tasks. It is built for agents that operate across entire workflows rather than single prompts, making it especially effective...

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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 4.6o4 Mini High
ProviderAnthropicOpenAI
Context Window1,000,000 tokens200,000 tokens
Agent Suitability95/100N/A
Time to First Token (TTFT)500 msN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2026-02-042025-04-16

API Pricing Comparison

Input Price per Million Tokens

Claude Opus 4.6

$5.00

o4 Mini High

$1.10

Output Price per Million Tokens

Claude Opus 4.6

$25.00

o4 Mini High

$4.40

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
9250.0%vsN/A
Claude Opus 4.6
o4 Mini High
HumanEvalPython coding & logic synthesis
9450.0%vsN/A
Claude Opus 4.6
o4 Mini High
MATHComplex mathematical problem solving
8890.0%vsN/A
Claude Opus 4.6
o4 Mini High
GPQAGraduate-level expert reasoning
7980.0%vsN/A
Claude Opus 4.6
o4 Mini High
HellaSwagCommonsense reasoning and inference
9750.0%vsN/A
Claude Opus 4.6
o4 Mini High
MT-BenchMulti-turn conversation flow quality
965.0%vsN/A
Claude Opus 4.6
o4 Mini High

Claude Opus 4.6 Quirks & Gotchas

  • Best for long-context document analysis and legal review
  • Tool calling requires structured prompt — prone to verbose refusal without explicit output schema

o4 Mini High Quirks & Gotchas

No developer gotchas reported.