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o3 vs Sonar Reasoning Pro

OpenAI vs Perplexity — benchmarks, pricing, and capabilities side by side.

  • Sonar Reasoning Pro has the higher intelligence index (95.7 vs 71.6)
  • o3 has a larger context window (200K)
o3Sonar Reasoning Pro
Intelligence index71.695.7
DeveloperOpenAIPerplexity
TypeLLMMultimodal
AccessAPI onlyAPI only
Context window200,000 tokens128,000 tokens
Input price$2.00 / 1M$2.00 / 1M
Output price$8.00 / 1M$8.00 / 1M
Speed50 tok/s
ReleasedApril 16, 2025March 7, 2025
Parameters
Input modalitiesText, ImageText, Image
Output modalitiesTextText

Shared benchmarks

o3
Sonar Reasoning Pro
MATH-500
99.2
95.7