ray vs PocketFlow

ray and PocketFlow share 13 technologies: FastAPI, Google, starlette, AIOHTTP, anyio, uvicorn, Gradio, google-auth-oauthlib, google-auth-httplib2, pillow, jinja2, beautifulsoup4, and Pydantic. Both are written in Python.

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What they share and what sets them apart

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.

Python44.3kRead on November 10, 2026, at commit c99c603What is ray built with?

Only in ray

In common

Side by side

SizeLines written by people and agents, without generated ones; code files, without tests.
ray1,551,053 lines written2,797 code files
PocketFlow22,185 lines written245 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.
ray3.7% of its commits signed by AIWith Claude Code, Gemini CLI, GitHub Copilot, Cursor, and Codex
PocketFlow0% of its commits signed by AI
ActivityFrom GitHub and its history, on the day SeeRepo read it.
rayLast push November 10, 202632,424 commits44,251 stars
PocketFlowLast push July 26, 2026606 commits11,320 stars
TestsThe files that test the code, and the share of code files a test imports.
ray2,192 test files9.5% of its code files have a test that imports them
PocketFlow14 test files1.6% of its code files have a test that imports them

Frequently asked questions

Which is bigger, ray or PocketFlow?
ray, with 1,551,053 lines written; PocketFlow has 22,185.

The proof: ray-project/ray's code at commit c99c603

Which has more GitHub stars, ray or PocketFlow?
ray, with 44,251 stars; PocketFlow has 11,320.

The proof: ray-project/ray on GitHub

Which has more tests, ray or PocketFlow?
ray, with 2,192 test files; PocketFlow has 14.

The proof: ray-project/ray's code at commit c99c603

Which was updated more recently, ray or PocketFlow?
ray: its last push was on November 10, 2026, and PocketFlow's on July 26, 2026.

The proof: ray-project/ray's commits on GitHub

Which has more commits signed by AI, ray or PocketFlow?
ray: an AI signed 3.7% of its commits, with Claude Code, Gemini CLI, GitHub Copilot, Cursor, and Codex.

The proof: the commits each tool signed in ray-project/ray

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