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Claude Haiku 4.5 vs o3 Deep Research

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 Deep Research.

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 Deep Research

o3-deep-research is OpenAI's advanced model for deep research, designed to tackle complex, multi-step research tasks. Note: This model always uses the 'web_search' tool which adds additional cost.

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Technical Specifications

SpecificationClaude Haiku 4.5o3 Deep Research
ProviderAnthropicOpenAI
Context Window200,000 tokens200,000 tokens
Agent Suitability87/100N/A
Time to First Token (TTFT)180 msN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-10-152025-10-10

API Pricing Comparison

Input Price per Million Tokens

Claude Haiku 4.5

$1.00

o3 Deep Research

$10.00

Output Price per Million Tokens

Claude Haiku 4.5

$5.00

o3 Deep Research

$40.00

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%vsN/A
Claude Haiku 4.5
o3 Deep Research
HumanEvalPython coding & logic synthesis
8600.0%vsN/A
Claude Haiku 4.5
o3 Deep Research
MATHComplex mathematical problem solving
7500.0%vsN/A
Claude Haiku 4.5
o3 Deep Research
GPQAGraduate-level expert reasoning
5500.0%vsN/A
Claude Haiku 4.5
o3 Deep Research
HellaSwagCommonsense reasoning and inference
9350.0%vsN/A
Claude Haiku 4.5
o3 Deep Research
MT-BenchMulti-turn conversation flow quality
890.0%vsN/A
Claude Haiku 4.5
o3 Deep Research

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 Deep Research Quirks & Gotchas

No developer gotchas reported.