Which public repos are easiest for Devin to work in?

Repos from GitHub, GitLab, and Bitbucket, ranked by their Devin score rather than the average across every agent. gitlab-org/cli leads with 97.5.

The methodology lists the weight Devin gives each check and the documentation it comes from.

Devin — Works in a Linux virtual machine booted from a snapshot that already has the repo cloned and its tools, dependencies, environment variables and secrets set up, then installs, lints, builds and tests like any developer, per Cognition's environment docs. CI config files alone aren't what the docs ask for — a runnable dev environment is.
Leaderboard — page 5 of 12 for Devin
RankRepoStarsScoreExternal link
129labstack/echoGitHub32.8k ★
79.6
open
130h4ckf0r0day/obscuraGitHub28.8k ★
79.6
open
131privy-io/go-sdkGitHub4 ★
79.6
open
132open-webui/open-webuiGitHub155k ★
79.5
open
133warpdotdev/warpGitHub65.4k ★
79.5
open
134junegunn/fzfGitHub83.6k ★
79.2
open
135huggingface/diffusersGitHub34.7k ★
79.2
open
136ml-explore/mlxGitHub28.7k ★
79.0
open
137vapor/vaporGitHub26.2k ★
79.0
open
138run-llama/llama_indexGitHub52.5k ★
78.6
open
139simstudioai/simGitHub29.8k ★
78.6
open
140gin-gonic/ginGitHub89.3k ★
78.3
open
141spf13/cobraGitHub44.7k ★
78.3
open
142pola-rs/polarsGitHub40.1k ★
78.3
open
143uber-go/zapGitHub24.7k ★
78.3
open
144vercel-labs/deepsecGitHub8.1k ★
78.3
open
145hsnice16/tulaGitHub0 ★
78.3
open
146charmbracelet/crushGitHub28.6k ★
78.1
open
147apache/pinotGitHub6.2k ★
78.1
open
148PowerShell/PowerShellGitHub55.7k ★
77.9
open
149sharkdp/fdGitHub44.8k ★
77.9
open
150tqdm/tqdmGitHub31.4k ★
77.9
open
151eslint/eslintGitHub27.6k ★
77.9
open
152unclecode/crawl4aiGitHub85.4k ★
77.7
open
153etcd-io/etcdGitHub52.4k ★
77.7
open
154python-poetry/poetryGitHub34.3k ★
77.7
open
155TheOrcDev/8bitcn-uiGitHub2k ★
77.7
open
156crewAIInc/crewAIGitHub59.6k ★
77.3
open
157apache/sparkGitHub44.2k ★
77.3
open
158ray-project/rayGitHub44k ★
77.3
open
159refinedev/refineGitHub35.9k ★
77.3
open
160yugabyte/yugabyte-dbGitHub10.6k ★
77.3
open

Tracking 371 repos · last updated