AI Research Atlas

GPT-5.1 (Instant and Thinking)

OpenAI · 12 November 2025

GPT-5.1 makes ChatGPT warmer and more adaptive; the API model adds a default "none" reasoning mode and 24-hour prompt caching.

Instant is warmer and follows instructions better; Thinking spends fewer tokens on easy tasks and persists on hard ones (adaptive reasoning). API adds reasoning effort "none" as default, extended 24-hour cache retention at no extra price, and gpt-5.1-codex models. Personality presets arrived in ChatGPT.

Date
Wednesday, 12 November 2025
Lab
OpenAI
Kind
model
Access
closed API

Figures

MeasureValueMeasured by
Prompt cache retentionup to 24 hours
free; KV tensors offloaded to GPU-local storage
company

Simon Willison identifies November 2025 (GPT-5.1 with Claude Opus 4.5) as when coding agents crossed into daily reliability (2026-09-27 talk).

Sources

  1. openai.com/index/gpt-5-1/
  2. simonwillison.net/2025/Nov/13/gpt-51/
  3. developers.openai.com/api/docs/changelog
  4. deploymentsafety.openai.com/gpt-5-1/

This record was checked against its sources on 6 October 2026. How we check

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