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Claude Sonnet 4.6 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 Sonnet 4.6 and o3 Deep Research.

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

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 Sonnet 4.6o3 Deep Research
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 Date2026-02-172025-10-10

API Pricing Comparison

Input Price per Million Tokens

Claude Sonnet 4.6

$3.00

o3 Deep Research

$10.00

Output Price per Million Tokens

Claude Sonnet 4.6

$15.00

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
9040.0%vsN/A
Claude Sonnet 4.6
o3 Deep Research
HumanEvalPython coding & logic synthesis
9370.0%vsN/A
Claude Sonnet 4.6
o3 Deep Research
MATHComplex mathematical problem solving
8230.0%vsN/A
Claude Sonnet 4.6
o3 Deep Research
GPQAGraduate-level expert reasoning
6500.0%vsN/A
Claude Sonnet 4.6
o3 Deep Research
HellaSwagCommonsense reasoning and inference
9600.0%vsN/A
Claude Sonnet 4.6
o3 Deep Research
MT-BenchMulti-turn conversation flow quality
940.0%vsN/A
Claude Sonnet 4.6
o3 Deep Research

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

o3 Deep Research Quirks & Gotchas

No developer gotchas reported.