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 1 of 12 for Devin
RankRepoStarsScoreExternal link
1gitlab-org/cliGitLab1.1k ★
97.5
open
2ggml-org/llama.cppGitHub131k ★
96.1
open
3axios/axiosGitHubBadge109.4k ★
96.1
open
4surrealdb/surrealdbGitHub33.1k ★
96.1
open
5aio-libs/aiohttpGitHub16.6k ★
96.1
open
6GreptimeTeam/greptimedbGitHub6.7k ★
96.1
open
7wormhole-foundation/wormhole-connectGitHub115 ★
94.8
open
8hsnice16/agent-friendly-codeGitHubBadge2 ★
94.8
open
9scrapy/scrapyGitHub64.8k ★
94.5
open
10apache/supersetGitHub75.1k ★
93.8
open
11metabase/metabaseGitHub49.6k ★
93.8
open
12milvus-io/milvusGitHub46.4k ★
93.8
open
13streamlit/streamlitGitHub46k ★
93.8
open
14pingcap/tidbGitHub40.6k ★
93.8
open
15weaviate/weaviateGitHub16.9k ★
93.8
open
16sqlfluff/sqlfluffGitHub9.9k ★
93.8
open
17excalidraw/excalidrawGitHub133.7k ★
93.4
open
18getnao/naoGitHub1.9k ★
92.6
open
19psf/requestsGitHub54.6k ★
92.2
open
20psf/blackGitHub41.9k ★
92.2
open
21cli/cliGitHub46.7k ★
91.9
open
22earendil-works/piGitHub114.6k ★
91.0
open
23Textualize/richGitHub57.5k ★
90.6
open
24sqlalchemy/sqlalchemyGitHub12.2k ★
90.6
open
25grafana/grafanaGitHub77.3k ★
90.3
open
26astral-sh/ruffGitHub50k ★
90.3
open
27apache/airflowGitHub47.2k ★
90.3
open
28pnpm/pnpmGitHub36.8k ★
90.3
open
29nrwl/nxGitHub29.4k ★
90.3
open
30QwenLM/qwen-codeGitHub28.5k ★
90.3
open
31wagtail/wagtailGitHub20.5k ★
90.3
open
32vercel/next.jsGitHub143.2k ★
89.9
open

Tracking 371 repos · last updated