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Claude Opus 4.7 vs o3 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 4.7 and o3 Mini High.

Anthropic

Claude Opus 4.7

Opus 4.7 is the next generation of Anthropic's Opus family, built for long-running, asynchronous agents. Building on the coding and agentic strengths of Opus 4.6, it delivers stronger performance on...

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OpenAI

o3 Mini High

OpenAI o3-mini-high is the same model as [o3-mini](/openai/o3-mini) with reasoning_effort set to high. o3-mini is a cost-efficient language model optimized for STEM reasoning tasks, particularly excelling in science, mathematics, and...

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Technical Specifications

SpecificationClaude Opus 4.7o3 Mini High
ProviderAnthropicOpenAI
Context Window1,000,000 tokens200,000 tokens
Agent Suitability96/100N/A
Time to First Token (TTFT)480 msN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2026-04-162025-02-12

API Pricing Comparison

Input Price per Million Tokens

Claude Opus 4.7

$5.00

o3 Mini High

$1.10

Output Price per Million Tokens

Claude Opus 4.7

$25.00

o3 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
9410.0%vsN/A
Claude Opus 4.7
o3 Mini High
HumanEvalPython coding & logic synthesis
9610.0%vsN/A
Claude Opus 4.7
o3 Mini High
MATHComplex mathematical problem solving
9150.0%vsN/A
Claude Opus 4.7
o3 Mini High
GPQAGraduate-level expert reasoning
8420.0%vsN/A
Claude Opus 4.7
o3 Mini High
HellaSwagCommonsense reasoning and inference
9880.0%vsN/A
Claude Opus 4.7
o3 Mini High
MT-BenchMulti-turn conversation flow quality
975.0%vsN/A
Claude Opus 4.7
o3 Mini High

Claude Opus 4.7 Quirks & Gotchas

  • โ–ธTop-tier agentic coding model โ€” excels at autonomous software engineering
  • โ–ธRequires explicit tool_choice parameter for parallel function calling to work reliably

o3 Mini High Quirks & Gotchas

No developer gotchas reported.