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Claude Opus 4 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 Opus 4 and o3 Deep Research.

Anthropic

Claude Opus 4

Claude Opus 4 is benchmarked as the world’s best coding model, at time of release, bringing sustained performance on complex, long-running tasks and agent workflows. It sets new benchmarks in...

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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 Opus 4o3 Deep Research
ProviderAnthropicOpenAI
Context Window200,000 tokens200,000 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-05-222025-10-10

API Pricing Comparison

Input Price per Million Tokens

Claude Opus 4

$15.00

o3 Deep Research

$10.00

Output Price per Million Tokens

Claude Opus 4

$75.00

o3 Deep Research

$40.00

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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
9050.0%vsN/A
Claude Opus 4
o3 Deep Research
HumanEvalPython coding & logic synthesis
9300.0%vsN/A
Claude Opus 4
o3 Deep Research
MATHComplex mathematical problem solving
8540.0%vsN/A
Claude Opus 4
o3 Deep Research
GPQAGraduate-level expert reasoning
7230.0%vsN/A
Claude Opus 4
o3 Deep Research
HellaSwagCommonsense reasoning and inference
9650.0%vsN/A
Claude Opus 4
o3 Deep Research
MT-BenchMulti-turn conversation flow quality
945.0%vsN/A
Claude Opus 4
o3 Deep Research

Claude Opus 4 Quirks & Gotchas

No developer gotchas reported.

o3 Deep Research Quirks & Gotchas

No developer gotchas reported.