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Claude Sonnet 4.6 vs o4 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 Sonnet 4.6 and o4 Mini.

Anthropic

Claude Sonnet 4.6

Sonnet 4.6 is Anthropic's most capable Sonnet-class model yet, with frontier performance across coding, agents, and professional work. It excels at iterative development, complex codebase navigation, end-to-end project management with...

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OpenAI

o4 Mini

OpenAI o4-mini is a compact reasoning model in the o-series, optimized for fast, cost-efficient performance while retaining strong multimodal and agentic capabilities. It supports tool use and demonstrates competitive reasoning...

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Technical Specifications

SpecificationClaude Sonnet 4.6o4 Mini
ProviderAnthropicOpenAI
Context Window1,000,000 tokens200,000 tokens
Agent Suitability94/100N/A
Time to First Token (TTFT)350 msN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2026-02-172025-04-16

API Pricing Comparison

Input Price per Million Tokens

Claude Sonnet 4.6

$3.00

o4 Mini

$1.10

Output Price per Million Tokens

Claude Sonnet 4.6

$15.00

o4 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
9040.0%vsN/A
Claude Sonnet 4.6
o4 Mini
HumanEvalPython coding & logic synthesis
9370.0%vsN/A
Claude Sonnet 4.6
o4 Mini
MATHComplex mathematical problem solving
8230.0%vsN/A
Claude Sonnet 4.6
o4 Mini
GPQAGraduate-level expert reasoning
6500.0%vsN/A
Claude Sonnet 4.6
o4 Mini
HellaSwagCommonsense reasoning and inference
9600.0%vsN/A
Claude Sonnet 4.6
o4 Mini
MT-BenchMulti-turn conversation flow quality
940.0%vsN/A
Claude Sonnet 4.6
o4 Mini

Claude Sonnet 4.6 Quirks & Gotchas

  • โ–ธBest balance of speed and capability โ€” default for most Claude integrations
  • โ–ธComputer-use (beta) feature enables autonomous UI interaction

o4 Mini Quirks & Gotchas

No developer gotchas reported.