AI Research Atlas

GPT-5.1-Codex-Max

OpenAI · 19 November 2025

GPT-5.1-Codex-Max is OpenAI's first model natively trained to work across multiple context windows via compaction, handling tasks over 24 hours.

Compaction prunes history while keeping key context, so one task can span millions of tokens. At medium effort it beats GPT-5.1-Codex on SWE-bench Verified with 30% fewer thinking tokens. It stays below High cybersecurity capability and is OpenAI's most capable cyber model to date. API followed 2025-12-04.

Date
Wednesday, 19 November 2025
Lab
OpenAI
Kind
model
Access
closed API
Price
API from 2025-12-04

Figures

MeasureValueMeasured by
SWE-bench Verified (high / xhigh effort)76.5% / 77.9%
company-reported
company
Terminal-Bench 2.058.1%
Gemini 3 Pro 54.2%, Sonnet 4.5 42.8% as reported
company

Released the day after Gemini 3 Pro. System card dated 2025-11-18 on the Deployment Safety Hub; blog 2025-11-19.

Sources

  1. openai.com/index/gpt-5-1-codex-max/
  2. simonwillison.net/2025/Nov/19/gpt-51-codex-max/
  3. deploymentsafety.openai.com/gpt-5-1-codex-max/
  4. developers.openai.com/api/docs/changelog

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

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