GPT-5.2 and GPT-5.2-Codex are now 40% faster

Same model, big speed — but is it fast for everyone or just the chosen few

TLDR: OpenAI says GPT‑5.2 is 40% faster at the same price. Devs celebrate productivity gains, while skeptics allege quality downgrades and uneven speeds for regular users vs staff, turning a simple speed bump into a trust test for anyone relying on these tools.

OpenAI dropped a mic on X: GPT‑5.2 and its coding cousin are now “40% faster” with the same model and weights — basically, quicker replies at the same price. Cue the fireworks. The dev-hype squad showed up first. One coder bragged that recent updates — sub‑agents, a new multi‑agent app, plus this speed bump — have tripled productivity. The vibe: “Ship day, every day.”

Then the skeptics stormed in. A loud chorus swore the model’s been quietly nerfed since launch, with one user claiming the early shine was just to impress journalists and benchmarks. Another pointed to “tons of posts on Reddit” about quality dropping. The spiciest subplot? A running theory that staff accounts get the fast lane, while regular users languish in traffic — complete with a commenter linking to a think piece and muttering, “normal people have it slower than staff.”

Even the money angle got messy. One commenter wondered why the price didn’t budge if the underlying hardware (like Cerebras chips) is pricey — a subtle “who’s really paying for this?” jab. Memes flew: “Speed for who?” “Sonic the Hedgehog, but only with a badge,” and “Fast Mode vs. Fast One.” TL;DR: the timeline split between speed-celebration and trust-suspicion, with OpenAI’s “same weights, lower latency” line becoming the day’s Rorschach test.

Key Points

  • OpenAI announced a 40% speed increase for GPT-5.2 and GPT-5.2-Codex.
  • The improvement results from optimizations to OpenAI’s inference stack.
  • The underlying models and weights remain unchanged.
  • Lower latency applies to all OpenAI API customers.
  • No pricing or feature changes were specified in the announcement.

Hottest takes

“my productivity is already up like 3x” — prodigycorp
“nothing that OpenAI says in terms of model speed can be trusted” — OutOfHere
“normal people have it slower than staff” — thadk
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