Index › IT › Products › OpenAI Codex · November 2026 Edition
2 categories · Ranked

OpenAI Codex

OpenAI Codex is a coding assistant from OpenAI that developers use to delegate larger coding tasks and run agentic work in the background · openai.com ↗

#49Best rank (enterprise)
9/14Models named it
0First choices
10Warnings
November 2026 Edition · all company sizes counted.
Ranked inAI coding assistants #49 enterpriseEnterprise AI assistants #137

Why models recommend it

“Choose Codex if the team already relies heavily on ChatGPT or OpenAI tools.”Perplexity Sonar · Comparative question · alternative
“Leading benchmark scores (58.2% on Terminal-Bench 4.0)”Kimi K2 · Comparative question · alternative
“Claude Code or Codex for task-delegating agents”GPT-6 Luna · Comparative question · alternative

What gives them pause

“Verdict: Never use with proprietary/sensitive code without enterprise controls.”Kimi K2 · Negative question · warning
“Be particularly cautious with: Autonomous agent modes in tools such as Claude Code, Cursor, Codex, Aider, Devin, and Copilot Workspace”Perplexity Sonar · Negative question · warning
“flaws in OpenAI's Codex and Microsoft's VS Code remain unpatched”Muse Glimmer 30B · Negative question · warning
“Vulnerabilities allowing code execution and browser spoofing.”GLM 4.7 FlashX · Negative question · warning

Also on the shortlist

The products named in the same answers as OpenAI Codex, over the 24 answers that named it, and how often each was the first choice instead.

A side-by-side page exists where both products are among a category's top eight.

At a glance

Stated on OpenAI Codex's own site, not checked by Gane.

Customers named
Proaction
Visit openai.com ↗

How this is measured

Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.

Gane sells AI visibility software. No company can pay to change a result.

Read the method →

Sources returned with these answers

The sites and pages the answers that named OpenAI Codex came back with. A fact about retrieval, not a cause of the answer.

Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 24 of the 24 answers that named OpenAI Codex and are not a share of its labels.

Domains cited

github.com11
superblocks.com7
checkmarx.com6
openai.comIts own site6
acecloud.ai5
docs.github.com5
kilo.ai5
sourcegraph.com5
aiwiki.ai4
arxiv.org4

Fifty-two of the fifty-eight domain citations in answers naming OpenAI Codex came from a third party's page.

Pages cited

Pages are listed as the models cited them.

By model

How each model answered on OpenAI Codex across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ModelFirst choiceAlternativeMentionWarningLabels
Claude Haiku 4.500000
GPT-5.4 mini00000
Gemini 3.5 Flash00000
Perplexity Sonar01012
Grok 4.2000000
Mistral Small00000
DeepSeek V4 Flash00000
Llama 4 Maverick00101
Qwen 3.7 Flash00000
Kimi K201113
GLM 4.7 FlashX00011
MiniMax M2.500000
GPT-6 Luna01001
Muse Glimmer 30B00011

What it publishes

Addresses on openai.com
10,532
subdomains included
Content
311
counted in the table below
Documentation
9,692
Product · Integration
42 · 78
KindPagesLast 90 days2025-10 to 2026-09LatestCategories named
Comparison12502022-08-01
Glossary or explainer11902021-06-10
Report or ebook2602023-01-12
Podcast or video1102023-06-01
Case study702023-05-21
Conference or event702023-04-27
Blog6undated
News or press502023-02-24
Template or tool402023-03-10
Webinar or virtual event1undated

Most recent

  • 2023-06-01244671 podcast or video
  • 2023-05-21221540 case study
  • 2023-04-27181097 conference or event
  • 2023-03-27123071 case study
  • 2023-03-19107055 case study
  • 2023-03-19107153 conference or event

Events in person

Announced as of September 28, 2026

As the event pages on openai.com state them, read September 28, 2026.

How it is countedHide how it is counted

Every page openai.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.