Which public repos are easiest for GPT-5 Codex to work in?

Repos from GitHub, GitLab, and Bitbucket, ranked by their GPT-5 Codex score rather than the average across every agent. gitlab-org/cli leads with 97.7.

The methodology lists the weight GPT-5 Codex gives each check and the documentation it comes from.

GPT-5 Codex — Reads AGENTS.md before doing any work per OpenAI's Codex docs. Hierarchical (per-directory) AGENTS.md and AGENTS.override.md are first-class.
Leaderboard — page 12 of 12 for GPT-5 Codex
RankRepoStarsScoreExternal link
353symfony/symfonyGitHub31.2k ★
48.0
open
354mattermost/mattermostGitHub39.3k ★
47.7
open
355opencv/opencvGitHub91.2k ★
47.5
open
356ocaml/ocamlGitHub6.6k ★
47.2
open
357inkscape/inkscapeGitLab4k ★
47.1
open
358AvaloniaUI/AvaloniaGitHub31.7k ★
46.7
open
359microsoft/semantic-kernelGitHub28.7k ★
46.7
open
360karpathy/llm.cGitHub31.1k ★
46.5
open
361stripe/aiGitHub1.9k ★
45.3
open
362nim-lang/NimGitHub18.3k ★
43.3
open
363apache/cassandraGitHub10.1k ★
42.7
open
364karpathy/nanochatGitHub58.6k ★
41.3
open
365ziglang/zigGitHub43.3k ★
37.9
open
366farzaa/clickyGitHub7.7k ★
33.3
open
367golang/goGitHub139.2k ★
32.0
open
368multicoreware/x265_gitBitbucket—
27.5
open
369microsoft/AIGitHub2.9k ★
26.0
open
370ocornut/imguiGitHub76.6k ★
25.3
open
371karpathy/nanoGPTGitHub63.7k ★
20.7
open

Tracking 371 repos · last updated