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MediaCrawler vs pathway

MediaCrawler and pathway share 3 technologies: FastAPI, MongoDB, and Postgres. MediaCrawler is written in Python and pathway in Rust.

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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?
pathwaycom

pathway

Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.

Rust62kRead on October 30, 2026, at commit 18b1ecfWhat is pathway built with?

In common

Only in MediaCrawler

Side by side

SizeLines written by people and agents, without generated ones; code files, without tests.
MediaCrawler40,863 lines written176 code files
pathway350,038 lines written610 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
pathway0% of its commits signed by AI
ActivityFrom GitHub and its history, on the day SeeRepo read it.
MediaCrawlerLast push October 27, 2026661 commits68,918 stars
pathwayLast push October 29, 20262,331 commits62,042 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
pathway272 test files15.9% of its code files have a test that imports them

Frequently asked questions

Which is bigger, MediaCrawler or pathway?
pathway, with 350,038 lines written in 610 code files; MediaCrawler has 40,863 in 176.
The proof: pathwaycom/pathway's code at commit 18b1ecf
Which has more GitHub stars, MediaCrawler or pathway?
MediaCrawler, with 68,918 stars; pathway has 62,042.
The proof: NanmiCoder/MediaCrawler on GitHub
Which has more tests, MediaCrawler or pathway?
pathway, with 272 test files; MediaCrawler has 39.
The proof: pathwaycom/pathway's code at commit 18b1ecf
Which was updated more recently, MediaCrawler or pathway?
pathway: its last push was on October 29, 2026, and MediaCrawler's on October 27, 2026.
The proof: pathwaycom/pathway's commits on GitHub
Which has more commits signed by AI, MediaCrawler or pathway?
MediaCrawler: an AI signed 2.7% of its commits, with Claude Code and Codex.

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