Source: https://seerepo.com/compare/geekcomputers/Python/vs/ray-project/ray
Markdown source: https://seerepo.com/compare/geekcomputers/Python/vs/ray-project/ray.md
Description: Python and ray share 3 technologies: FastAPI, MongoDB, and Google. Both are written in Python.

# Python vs ray

Python and ray share 3 technologies: FastAPI, MongoDB, and Google. Both are written in Python.

- [geekcomputers/Python](https://seerepo.com/r/geekcomputers/Python): My Python Examples
- [ray-project/ray](https://seerepo.com/r/ray-project/ray): Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

## What they share and what sets them apart

- In common: FastAPI, MongoDB, Google
- Only in Python: Django, Flask, Firebase
- Only in ray: Redis, Google Cloud Storage

## Side by side

| | Python | ray |
|---|---|---|
| Size | 61,521 lines written, 783 code files | 1,514,135 lines written, 2,949 code files |
| Who writes it | 0% of its commits signed by AI. With GitHub Copilot | 3.3% of its commits signed by AI. With Claude Code, Gemini CLI, GitHub Copilot, Cursor, and Codex |
| Activity | Last push October 16, 2026, 2,927 commits, 35,461 stars | Last push October 31, 2026, 32,244 commits, 44,168 stars |
| Tests | 14 test files. 0.4% of its code files have a test that imports them | 2,145 test files. 9.1% of its code files have a test that imports them |

- Size: Lines written by people and agents, without generated ones; code files, without tests.
- Who writes it: A commit counts as AI's when it carries its signature: a Co-Authored-By line, its author name or the merge of its branch.
- Activity: From GitHub and its history, on the day SeeRepo read it.
- Tests: The files that test the code, and the share of code files a test imports.

## Frequently asked questions

### Which is bigger, Python or ray?

ray, with 1,514,135 lines written in 2,949 code files; Python has 61,521 in 783.

The proof: [ray-project/ray's code at commit 45c4123](https://github.com/ray-project/ray/tree/45c41238576e946fba6b407698a25b959d94431e)

### Which has more GitHub stars, Python or ray?

ray, with 44,168 stars; Python has 35,461.

The proof: [ray-project/ray on GitHub](https://github.com/ray-project/ray)

### Which has more tests, Python or ray?

ray, with 2,145 test files; Python has 14.

The proof: [ray-project/ray's code at commit 45c4123](https://github.com/ray-project/ray/tree/45c41238576e946fba6b407698a25b959d94431e)

### Which was updated more recently, Python or ray?

ray: its last push was on October 31, 2026, and Python's on October 16, 2026.

The proof: [ray-project/ray's commits on GitHub](https://github.com/ray-project/ray/commits)

### Which has more commits signed by AI, Python or ray?

ray: an AI signed 3.3% of its commits, with Claude Code, Gemini CLI, GitHub Copilot, Cursor, and Codex.

The proof: [the commits each tool signed in ray-project/ray](https://seerepo.com/r/ray-project/ray/ai)

## Sources

- geekcomputers/Python: Read on November 1, 2026, at commit 70aea8e (https://github.com/geekcomputers/Python/tree/70aea8e64bfce4bb59c639a108a30b95c940d35f)
- ray-project/ray: Read on October 31, 2026, at commit 45c4123 (https://github.com/ray-project/ray/tree/45c41238576e946fba6b407698a25b959d94431e)

## What is your repo built with?

Any public repo, with no account: https://seerepo.com/r/owner/repo/built, with the owner and name it has on GitHub.