Hacker ApprovedDepartments

GPT-5.2-Codex

Ranked 5 of 15 coding models by recommenders

People recommend it for strong coding, bug finding and code review. Common caveat: it is not clearly the best across the board and makes design errors.

People recommend it for strong coding, bug finding and code review. Common caveat: it is not clearly the best across the board and makes design errors.

87 people gave an opinion

recommend it
54
criticize it
33
approval share
62%
Each figure is one person. RecommendsCriticizes

Recommended in 4 of 13 months

  1. November 2025: not recommended
  2. December 2025: recommended
  3. January 2026: recommended
  4. February 2026: recommended
  5. March 2026: recommended
  6. April 2026: not recommended
  7. May 2026: not recommended
  8. June 2026: not recommended
  9. July 2026: not recommended
  10. August 2026: not recommended
  11. September 2026: not recommended
  12. October 2026: not recommended
  13. November 2026: not recommended (month in progress)

Why it doesn’t carry the badge

  • 54 people recommend itNeeds 10 or more, met.
  • 1.6 recommenders for every criticNeeds 2 to 1 or better, not met.
  • Recommended in 4 of 13 monthsNeeds 4 or more, met.

The same three rules apply to every product, and the badge can’t be bought. How the badge works

What people say about it

The reasons people give, with the number of comments that give each one. Open a reason to read what they said.

Why people recommend it

Each mark is one comment

  • Strong at finding bugs and issues

    “Codex is not only finding much higher quality issues, it's also writing code that usually doesn't leave quality issues behind.”

    Comment from 19 Dec 2025 in “GPT-5.2-Codex”

    “GPT-5.2-Codex still get 0% false positive, while getting at the level of other best models for localization of backdoors”

    Comment from 25 Feb 2026 in “We hid backdoors in ~40MB binaries and asked AI + Ghidra to find them”

    “It took a couple minutes, but it managed to track the issue down using a bunch of tricks I've never seen before.”

    Comment from 19 Dec 2025 in “GPT-5.2-Codex”
  • Competitive with Opus 4.5

    “GPT 5.2 and the codex variants are, to me, every bit as good as Opus but without the groveling and emojis”

    Comment from 6 Jan 2026 in “Opus 4.5 is going to change everything”

    “GPT 5.2 (-codex) in Codex, which is actually far more capable at such work than Opus 4.5 in Claude Code”

    Comment from 28 Jan 2026 in “Super Monkey Ball ported to a website”

    “you'll have better odds with Codex GPT-5.2-Codex-XHigh than with Claude Code Opus 4.5”

    Comment from 28 Jan 2026 in “Karpathy: A few random notes from Claude coding quite a bit last few weeks”
  • Clear improvement over earlier models

    “the big unlock was GPT-5.2 and GPT-5.2-Codex, where we found ourselves needing to make many fewer manual edits”

    Comment from 2 Feb 2026 in “The Codex App”

    “5.2 Codex are both so clearly more competent than previous models”

    Comment from 30 Dec 2025 in “Prof. Software Developers Don't Vibe, They Control: AI Agent Coding Use in 2025”

    “Codex with 5.0 and 5.1 wasn't great, but 5.2 is big improvement.”

    Comment from 18 Dec 2025 in “GPT-5.2-Codex”
  • High usage limits on cheap plans

    “it has actually gotten much better, faster and the most important one, more time before you reach your weekly limit”

    Comment from 5 Jan 2026 in “Building a Rust-Style Static Analyzer for C++ with AI”

    “5.2-codex is pretty solid and you get dramatically higher usage rates with cheap plans”

    Comment from 4 Feb 2026 in “GPT-5.2 and GPT-5.2-Codex are now 40% faster”

    “I'm never running into limits, and I'm running these models near all day every day”

    Comment from 18 Dec 2025 in “GPT-5.2-Codex”

What people warn about

Each mark is one comment

  • Makes mistakes and breaks code

    “I find that 5.2 overfits to the more common implementation and will actively break working code and puzzles.”

    Comment from 18 Dec 2025 in “GPT-5.2-Codex”

    “It seems to have become significantly worse in the past couple of days. It keeps making dumb mistakes”

    Comment from 4 Feb 2026 in “GPT-5.2 and GPT-5.2-Codex are now 40% faster”

    “they fail in strange ways and if you're well versed in your domain, these are easy to spot.”

    Comment from 12 Feb 2026 in “Claude Code Is Being Dumbed Down”
  • Goes in circles and runs slow

    “added hundreds of lines of code several times, and for 15-20 iterations I did not change one thing”

    Comment from 3 Feb 2026 in “Claude Code is suddenly everywhere inside Microsoft”

    “Generally I have noticed Gpt 5.2 codex is slower compared to Sonnet 4.5 in Claude Code.”

    Comment from 23 Jan 2026 in “Unrolling the Codex Agent Loop”

    “GPT 5.2 codex plans well but fucks off a lot, goes in circles (more than opus 4.5)”

    Comment from 5 Feb 2026 in “GPT-5.3-Codex”
  • Not clearly better than rivals

    “GPT-5.2-Codex is strong but not clearly the new state of the art across the board”

    Comment from 19 Dec 2025 in “GPT-5.2-Codex”

    “With OpenCode I also switched to GPT-5.2-Codex and I have to say it's fairly garbage IME”

    Comment from 2 Feb 2026 in “Claude Code is suddenly everywhere inside Microsoft”

    “OpenAI just straight up doesn't compare their model to others on these release pages”

    Comment from 18 Dec 2025 in “GPT-5.2-Codex”

Other coding models people recommend

The four most recommended other coding models, with the same counts for each, so you can compare like for like. The tick on each bar marks the 2 to 1 line the badge needs.

GPT-5.2-Codex compared with 4 alternatives
ProductRecommendCriticizeApprovalMonthsOwnedBadge
Cursor Composer2147973%121 mo11 ownersApproved
Qwen3-Coder1654977%122 mo7 ownersApproved
GPT-5.3-Codex1357863%112 mo4 owners—
Meta Muse Glimmer 30B701880%3——
GPT-5.2-CodexThis page543362%4——
See all 15 coding models, ranked

What people said

40 of the 103 comments that mention it, newest first. Each links to the original comment.

“gpt-5.2-codex with low reasoning was the clear winner over non-codex or higher reasoning”

RecommendsComment from 5 Mar 2026 in “GPT-5.4”

“it is actually good (as good as the best models for localization, still impressive 0% false positive rate)”

RecommendsComment from 25 Feb 2026 in “We hid backdoors in ~40MB binaries and asked AI + Ghidra to find them”

“GPT-5.2-Codex still get 0% false positive, while getting at the level of other best models for localization of backdoors”

RecommendsComment from 25 Feb 2026 in “We hid backdoors in ~40MB binaries and asked AI + Ghidra to find them”

“Codex is expressly designed for coding tasks. Not systems design, not problem analysis, and definitely not banking”

MixedComment from 19 Feb 2026 in “Gemini 3.1 Pro”

“they fail in strange ways and if you're well versed in your domain, these are easy to spot.”

CriticizesComment from 12 Feb 2026 in “Claude Code Is Being Dumbed Down”

“the model edited the file again and added the value I deleted to the array.”

CriticizesComment from 9 Feb 2026 in “Ask HN: Opus 4.6 ignoring instructions, how to use 4.5 in Claude Code instead?”

“still makes design errors that I as an engineer have to watch and correct”

CriticizesComment from 8 Feb 2026 in “LLMs as the new high level language”

“GPT 5.2 codex plans well but fucks off a lot, goes in circles (more than opus 4.5)”

CriticizesComment from 5 Feb 2026 in “GPT-5.3-Codex”

“It seems to have become significantly worse in the past couple of days. It keeps making dumb mistakes”

CriticizesComment from 4 Feb 2026 in “GPT-5.2 and GPT-5.2-Codex are now 40% faster”

“for me 5.2-codex finally reached higher level than opus”

RecommendsComment from 4 Feb 2026 in “GPT-5.2 and GPT-5.2-Codex are now 40% faster”

“5.2-codex is pretty solid and you get dramatically higher usage rates with cheap plans”

RecommendsComment from 4 Feb 2026 in “GPT-5.2 and GPT-5.2-Codex are now 40% faster”

“added hundreds of lines of code several times, and for 15-20 iterations I did not change one thing”

CriticizesComment from 3 Feb 2026 in “Claude Code is suddenly everywhere inside Microsoft”

“GPT 5.2 Codex is often better and more thorough than Opus 4.5, it's just slower.”

RecommendsComment from 3 Feb 2026 in “Claude Code is suddenly everywhere inside Microsoft”

“the big unlock was GPT-5.2 and GPT-5.2-Codex, where we found ourselves needing to make many fewer manual edits”

RecommendsComment from 2 Feb 2026 in “The Codex App”

“With OpenCode I also switched to GPT-5.2-Codex and I have to say it's fairly garbage IME”

CriticizesComment from 2 Feb 2026 in “Claude Code is suddenly everywhere inside Microsoft”

“you'll have better odds with Codex GPT-5.2-Codex-XHigh than with Claude Code Opus 4.5”

RecommendsComment from 28 Jan 2026 in “Karpathy: A few random notes from Claude coding quite a bit last few weeks”

“GPT 5.2 (-codex) in Codex, which is actually far more capable at such work than Opus 4.5 in Claude Code”

RecommendsComment from 28 Jan 2026 in “Super Monkey Ball ported to a website”

“the frontier models, whether Opus or GPT5.2Codex do a great job at code-reviews”

RecommendsComment from 26 Jan 2026 in “There Is an AI Code Review Bubble”

“Generally I have noticed Gpt 5.2 codex is slower compared to Sonnet 4.5 in Claude Code.”

CriticizesComment from 23 Jan 2026 in “Unrolling the Codex Agent Loop”

“the other 2 do a much better job at the level and complexity of large codebases”

RecommendsComment from 22 Jan 2026 in “Ask HN: What single AI tool/technique 10x'd your productivity last year?”

“can't get enough of gpt 5.2 codex on xhigh and similar products that are game changing enablers”

RecommendsComment from 18 Jan 2026 in “The A in AGI Stands for Ads”

“GPT 5.2 and the codex variants are, to me, every bit as good as Opus but without the groveling and emojis”

RecommendsComment from 6 Jan 2026 in “Opus 4.5 is going to change everything”

“it has actually gotten much better, faster and the most important one, more time before you reach your weekly limit”

RecommendsComment from 5 Jan 2026 in “Building a Rust-Style Static Analyzer for C++ with AI”

“Regular 5.2 models, and 5.2 codex, are leagues better than GPT-4”

RecommendsComment from 31 Dec 2025 in “Prof. Software Developers Don't Vibe, They Control: AI Agent Coding Use in 2025”

“5.2 Codex are both so clearly more competent than previous models”

RecommendsComment from 30 Dec 2025 in “Prof. Software Developers Don't Vibe, They Control: AI Agent Coding Use in 2025”

“the newer GPT models are much more willing to leverage tools/skills than Claude, reducing interventions requesting approval”

RecommendsComment from 19 Dec 2025 in “GPT-5.2-Codex”

“GPT-5.2-Codex is strong but not clearly the new state of the art across the board”

MixedComment from 19 Dec 2025 in “GPT-5.2-Codex”

“Codex is not only finding much higher quality issues, it's also writing code that usually doesn't leave quality issues behind.”

RecommendsComment from 19 Dec 2025 in “GPT-5.2-Codex”

“It took a couple minutes, but it managed to track the issue down using a bunch of tricks I've never seen before.”

RecommendsComment from 19 Dec 2025 in “GPT-5.2-Codex”

“Codex is so so good at finding bugs and little inconsistencies”

RecommendsComment from 19 Dec 2025 in “GPT-5.2-Codex”

“it's gone and deleted the entire project directory, wiping out all of my work”

CriticizesComment from 18 Dec 2025 in “GPT-5.2-Codex”

“Codex with 5.0 and 5.1 wasn't great, but 5.2 is big improvement.”

RecommendsComment from 18 Dec 2025 in “GPT-5.2-Codex”

“CodexTheModel is a good deal faster than the other models, and probably on the "fast/accuracy" scale it sits somewhere else”

MixedComment from 18 Dec 2025 in “GPT-5.2-Codex”

“Just use the non-codex models for investigation and planning, they listen to "do not edit any files yet, just reply here in chat"”

MixedComment from 18 Dec 2025 in “GPT-5.2-Codex”

“OpenAI just straight up doesn't compare their model to others on these release pages”

CriticizesComment from 18 Dec 2025 in “GPT-5.2-Codex”

“now all my coding tasks start with Codex. It's not perfect at everything, but overall it's pretty amazing.”

RecommendsComment from 18 Dec 2025 in “GPT-5.2-Codex”

“it spins and thinks forever. Then just breaks. Which is beyond frustrating.”

CriticizesComment from 18 Dec 2025 in “GPT-5.2-Codex”

“I'm never running into limits, and I'm running these models near all day every day”

RecommendsComment from 18 Dec 2025 in “GPT-5.2-Codex”

“I've found it very good in the exact same case for multi-agent workflows - as the "reviewer"”

RecommendsComment from 18 Dec 2025 in “GPT-5.2-Codex”

“I find that 5.2 overfits to the more common implementation and will actively break working code and puzzles.”

CriticizesComment from 18 Dec 2025 in “GPT-5.2-Codex”

Counts come from 1,795,640 Hacker News comments, November 2025 to November 2026. How we count. Report a mistake.