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

# MediaCrawler vs ray

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

- [NanmiCoder/MediaCrawler](https://seerepo.com/r/NanmiCoder/MediaCrawler): 小红书笔记 | 评论爬虫、抖音视频 | 评论爬虫、快手视频 | 评论爬虫、B 站视频 ｜ 评论爬虫、微博帖子 ｜ 评论爬虫、百度贴吧帖子 ｜ 百度贴吧评论回复爬虫  | 知乎问答文章｜评论爬虫
- [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, Redis, MongoDB
- Only in MediaCrawler: React, Vite, Postgres
- Only in ray: Google, Google Cloud Storage

## Side by side

| | MediaCrawler | ray |
|---|---|---|
| Size | 40,863 lines written, 176 code files | 1,514,135 lines written, 2,949 code files |
| Who writes it | 2.7% of its commits signed by AI. With Claude Code and Codex | 3.3% of its commits signed by AI. With Claude Code, Gemini CLI, GitHub Copilot, Cursor, and Codex |
| Activity | Last push October 27, 2026, 661 commits, 68,918 stars | Last push October 31, 2026, 32,244 commits, 44,168 stars |
| Tests | 39 test files. 27.8% 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, MediaCrawler or ray?

ray, with 1,514,135 lines written in 2,949 code files; MediaCrawler has 40,863 in 176.

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

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

MediaCrawler, with 68,918 stars; ray has 44,168.

The proof: [NanmiCoder/MediaCrawler on GitHub](https://github.com/NanmiCoder/MediaCrawler)

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

ray, with 2,145 test files; MediaCrawler has 39.

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

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

ray: its last push was on October 31, 2026, and MediaCrawler's on October 27, 2026.

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

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

ray: an AI signed 3.3% of its commits, with Claude Code, Gemini CLI, GitHub Copilot, Cursor, and Codex; in MediaCrawler, 2.7%.

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

## Sources

- NanmiCoder/MediaCrawler: Read on October 30, 2026, at commit 68d9ef1 (https://github.com/NanmiCoder/MediaCrawler/tree/68d9ef1c1da22eab75940dfd7cec259907006538)
- 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.