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ray vs AutoGPT
ray and AutoGPT share 3 technologies: FastAPI, Redis, and Google. Both are written in Python.
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.
Python44.2kRead on October 31, 2026, at commit 45c4123What is ray built with?Significant-Gravitas
AutoGPT
AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.
Python187.8kRead on October 29, 2026, at commit 07212dfWhat is AutoGPT built with?In common
Only in ray
- MongoDB
- Google Cloud Storage
Only in AutoGPT
Side by side
rayAutoGPT
SizeLines written by people and agents, without generated ones; code files, without tests.
ray1,514,135 lines written2,949 code files
AutoGPT1,630,074 lines written4,321 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.
ray3.3% of its commits signed by AIWith Claude Code, Gemini CLI, GitHub Copilot, Cursor, and Codex
AutoGPT15.7% of its commits signed by AIWith Claude Code, GitHub Copilot, Cursor, CodeRabbit, Mistral Vibe, Factory, Codex, Devin, and Gemini CLI
ActivityFrom GitHub and its history, on the day SeeRepo read it.
rayLast push October 31, 202632,244 commits44,168 stars
AutoGPTLast push October 29, 20269,377 commits187,811 stars
TestsThe files that test the code, and the share of code files a test imports.
ray2,145 test files9.1% of its code files have a test that imports them
AutoGPT2,794 test files51.8% of its code files have a test that imports them
Frequently asked questions
Which is bigger, ray or AutoGPT?
AutoGPT, with 1,630,074 lines written in 4,321 code files; ray has 1,514,135 in 2,949.
The proof: Significant-Gravitas/AutoGPT's code at commit 07212df
Which has more GitHub stars, ray or AutoGPT?
AutoGPT, with 187,811 stars; ray has 44,168.
The proof: Significant-Gravitas/AutoGPT on GitHub
Which has more tests, ray or AutoGPT?
AutoGPT, with 2,794 test files; ray has 2,145.
The proof: Significant-Gravitas/AutoGPT's code at commit 07212df
Which was updated more recently, ray or AutoGPT?
ray: its last push was on October 31, 2026, and AutoGPT's on October 29, 2026.
The proof: ray-project/ray's commits on GitHub
Which has more commits signed by AI, ray or AutoGPT?
AutoGPT: an AI signed 15.7% of its commits, with Claude Code, GitHub Copilot, Cursor, CodeRabbit, Mistral Vibe, Factory, Codex, Devin, and Gemini CLI; in ray, 3.3%.
The proof: the commits each tool signed in Significant-Gravitas/AutoGPT
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