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Claude Haiku 4.5 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 Haiku 4.5 and o3 Mini.

Anthropic

Claude Haiku 4.5

Claude Haiku 4.5 is Anthropic’s fastest and most efficient model, delivering near-frontier intelligence at a fraction of the cost and latency of larger Claude models. Matching Claude Sonnet 4’s performance...

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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 Haiku 4.5o3 Mini
ProviderAnthropicOpenAI
Context Window200,000 tokens200,000 tokens
Agent Suitability87/10091/100
Time to First Token (TTFT)180 ms800 ms
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-10-152025-01-31

API Pricing Comparison

Input Price per Million Tokens

Claude Haiku 4.5

$1.00

o3 Mini

$1.10

Output Price per Million Tokens

Claude Haiku 4.5

$5.00

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
8480.0%vs8790.0%
Claude Haiku 4.5
o3 Mini
HumanEvalPython coding & logic synthesis
8600.0%vs9020.0%
Claude Haiku 4.5
o3 Mini
MATHComplex mathematical problem solving
7500.0%vs9020.0%
Claude Haiku 4.5
o3 Mini
GPQAGraduate-level expert reasoning
5500.0%vs6850.0%
Claude Haiku 4.5
o3 Mini
HellaSwagCommonsense reasoning and inference
9350.0%vs8900.0%
Claude Haiku 4.5
o3 Mini
MT-BenchMulti-turn conversation flow quality
890.0%vs910.0%
Claude Haiku 4.5
o3 Mini

Claude Haiku 4.5 Quirks & Gotchas

  • Fastest TTFT in the Claude lineup — ideal for real-time chat
  • Tool calling limited compared to Sonnet — best for simple classification and routing

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