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Claude 3.5 Sonnet v2 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 3.5 Sonnet v2 and o3 Mini.

Anthropic

Claude 3.5 Sonnet v2

Claude 3.5 Sonnet v2 is Anthropic's enhanced version of the breakthrough Claude 3.5 Sonnet, delivering significantly improved coding capabilities, longer context handling, and more reliable tool use at the same competitive pricing. It maintains the same 200K-token context window while achieving substantial gains in HumanEval, SWE-bench, and agentic task completion rates. Claude 3.5 Sonnet v2 remains widely used as a fallback model for teams that have standardized on the 3.5 architecture and prefer its consistent, well-characterized behavior for production deployments.

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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 3.5 Sonnet v2o3 Mini
ProviderAnthropicOpenAI
Context Window200,000 tokens200,000 tokens
Agent Suitability92/10091/100
Time to First Token (TTFT)360 ms800 ms
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-02-152025-01-31

API Pricing Comparison

Input Price per Million Tokens

Claude 3.5 Sonnet v2

$3.00

o3 Mini

$1.10

Output Price per Million Tokens

Claude 3.5 Sonnet v2

$15.00

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 3.5 Sonnet v2
o3 Mini
HumanEvalPython coding & logic synthesis
N/Avs9020.0%
Claude 3.5 Sonnet v2
o3 Mini
MATHComplex mathematical problem solving
N/Avs9020.0%
Claude 3.5 Sonnet v2
o3 Mini
GPQAGraduate-level expert reasoning
N/Avs6850.0%
Claude 3.5 Sonnet v2
o3 Mini
HellaSwagCommonsense reasoning and inference
N/Avs8900.0%
Claude 3.5 Sonnet v2
o3 Mini
MT-BenchMulti-turn conversation flow quality
N/Avs910.0%
Claude 3.5 Sonnet v2
o3 Mini

Claude 3.5 Sonnet v2 Quirks & Gotchas

  • โ–ธWell-characterized production behavior โ€” ideal for teams needing stability
  • โ–ธUpgrade to Claude 4.6 Sonnet for 1M context and improved agentic performance

o3 Mini Quirks & Gotchas

  • โ–ธBest cost/performance ratio for reasoning tasks in the OpenAI lineup
  • โ–ธStill slower than GPT-5 for simple tool calls โ€” route accordingly