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MediaCrawler vs ray
MediaCrawler and ray share 3 technologies: FastAPI, Redis, and MongoDB. Both are written in Python.
What they share and what sets them apart
NanmiCoder
MediaCrawler
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Python68.9kRead on October 30, 2026, at commit 68d9ef1What is MediaCrawler built with?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.
Python44.2kRead on October 31, 2026, at commit 45c4123What is ray built with?In common
Only in MediaCrawler
Only in ray
Google- Google Cloud Storage
Side by side
MediaCrawlerray
SizeLines written by people and agents, without generated ones; code files, without tests.
MediaCrawler40,863 lines written176 code files
ray1,514,135 lines written2,949 code files
Who writes itA commit counts as AI's when it carries its signature: a Co-Authored-By line, its author name or the merge of its branch.
MediaCrawler2.7% of its commits signed by AIWith Claude Code and Codex
ray3.3% of its commits signed by AIWith Claude Code, Gemini CLI, GitHub Copilot, Cursor, and Codex
ActivityFrom GitHub and its history, on the day SeeRepo read it.
MediaCrawlerLast push October 27, 2026661 commits68,918 stars
rayLast push October 31, 202632,244 commits44,168 stars
TestsThe files that test the code, and the share of code files a test imports.
MediaCrawler39 test files27.8% of its code files have a test that imports them
ray2,145 test files9.1% of its code files have a test that imports them
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
Which has more GitHub stars, MediaCrawler or ray?
MediaCrawler, with 68,918 stars; ray has 44,168.
The proof: NanmiCoder/MediaCrawler on GitHub
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
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
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%.
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