Deep Dive · XiaoHu Explains

OpenAI Staff Reveal How They Really Use GPT-5.6: Unlimited Quota, But Not Always Maxed Out

No straight answer on benchmark-cheating questions, the desktop app merger draws backlash from longtime users, and the team admits they're "still figuring it out."

⚑ This piece is compiled from the AMA transcript OpenAI's official account posted on Reddit r/codex. Weekly active user counts, feature-release numbers, and model benchmark figures are all OpenAI's own self-reported claims, unverified by any third party; the METR cheating-rate figures cited in the questions come from a third-party evaluation organization.
Model Picks Long Context Pro Tradeoffs R&D Inside Cheating Q's App Backlash Usage Rules ★105 upvotes Roadmap ★90 upvotes AMA starts AMA ends
The horizontal axis marks the eight topic blocks this AMA moved through; the two highlighted nodes are the two highest-upvoted questions of the whole thread: usage rules and pricing (105 upvotes), and the Windows sandbox experience (90 upvotes).
1Live from the AMA

How Many People Actually Use Codex Now

OpenAI's official account ran a one-hour AMA on Reddit r/codex on July 10, 2026, with 8 Codex team members answering community questions live.

Primary source and reference