Price Per TokenPrice Per Token
OpenAI
OpenAI
vs
Perplexity
Perplexity

o3 vs Sonar Pro Search

A detailed comparison of pricing, benchmarks, and capabilities

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Key Takeaways

o3 wins:

  • Cheaper input tokens
  • Cheaper output tokens
  • Faster response time
  • Higher intelligence benchmark
  • Better at coding
  • Better at math
  • Has reasoning mode

Sonar Pro Search wins:

  • No clear advantages in compared metrics
Price Advantage
o3
Benchmark Advantage
o3
Context Window
Sonar Pro Search
Speed
o3

Pricing Comparison

Benchmark Comparison

Context & Performance

Capabilities

Feature Comparison

Featureo3Sonar Pro Search
Vision (Image Input)
Tool/Function Calls
Reasoning Mode
Audio Input
Audio Output
PDF Input
Prompt Caching
Web Search

License & Release

Propertyo3Sonar Pro Search
LicenseProprietaryProprietary
AuthorOpenAIPerplexity
ReleasedApr 2025Oct 2025

o3 Modalities

Input
imagetextfile
Output
text

Sonar Pro Search Modalities

Input
textimage
Output
text

Frequently Asked Questions

o3 has cheaper input pricing at $2.00/M tokens. o3 has cheaper output pricing at $8.00/M tokens.
o3 has a 200,000 token context window, while Sonar Pro Search has a 200,000 token context window.
o3 supports vision. Sonar Pro Search supports vision.