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Claude Opus 4.1 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 4.1 and o3 Mini.

Anthropic

Claude Opus 4.1

Claude Opus 4.1 is an updated version of Anthropic’s flagship model, offering improved performance in coding, reasoning, and agentic tasks. It achieves 74.5% on SWE-bench Verified and shows notable gains...

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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 4.1o3 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 Date2025-08-052025-01-31

API Pricing Comparison

Input Price per Million Tokens

Claude Opus 4.1

$15.00

o3 Mini

$1.10

Output Price per Million Tokens

Claude Opus 4.1

$75.00

o3 Mini

$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
N/Avs8790.0%
Claude Opus 4.1
o3 Mini
HumanEvalPython coding & logic synthesis
N/Avs9020.0%
Claude Opus 4.1
o3 Mini
MATHComplex mathematical problem solving
N/Avs9020.0%
Claude Opus 4.1
o3 Mini
GPQAGraduate-level expert reasoning
N/Avs6850.0%
Claude Opus 4.1
o3 Mini
HellaSwagCommonsense reasoning and inference
N/Avs8900.0%
Claude Opus 4.1
o3 Mini
MT-BenchMulti-turn conversation flow quality
N/Avs910.0%
Claude Opus 4.1
o3 Mini

Claude Opus 4.1 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