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GPT-5.1-Codex vs GPT-5.4 Pro

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

  • GPT-5.1-Codex is cheaper ($1.25 vs $30.00 per 1M input)
  • GPT-5.4 Pro has a larger context window (1.1M)
GPT-5.1-CodexGPT-5.4 Pro
Intelligence index88.2
DeveloperOpenAIOpenAI
TypeMultimodalMultimodal
AccessAPI onlyAPI only
Context window400,000 tokens1,050,000 tokens
Input price$1.25 / 1M$30.00 / 1M
Output price$10.00 / 1M$180.00 / 1M
Speed188 tok/s
ReleasedNovember 13, 2025March 5, 2026
Parameters
Input modalitiesText, ImageText, Image
Output modalitiesTextText