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GPT-3.5 Turbo Instruct vs Sonar Reasoning Pro

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

  • GPT-3.5 Turbo Instruct is cheaper ($1.50 vs $2.00 per 1M input)
  • Sonar Reasoning Pro has a larger context window (128K)
GPT-3.5 Turbo InstructSonar Reasoning Pro
Intelligence index95.7
DeveloperOpenAIPerplexity
TypeLLMMultimodal
AccessAPI onlyAPI only
Context window4,095 tokens128,000 tokens
Input price$1.50 / 1M$2.00 / 1M
Output price$2.00 / 1M$8.00 / 1M
Speed
ReleasedSeptember 28, 2023March 7, 2025
Parameters
Input modalitiesTextText, Image
Output modalitiesTextText