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open_clip vs ray

open_clip and ray share 8 technologies: webdataset, Hugging Face, torch, timm, safetensors, torchvision, transformers, and tiktoken. Both are written in Python.

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What they share and what sets them apart

mlfoundations

open_clip

An open source implementation of CLIP.

Python14.2kRead on November 9, 2026, at commit f9a0948What is open_clip built with?

In common

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 November 6, 2026, at commit 77567c5What is ray built with?

Only in ray

Side by side

SizeLines written by people and agents, without generated ones; code files, without tests.
open_clip43,646 lines written75 code files
ray1,531,664 lines written2,777 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.
open_clip2.3% of its commits signed by AIWith Claude Code and Codex
ray3.6% 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.
open_clipLast push November 6, 2026779 commits14,247 stars
rayLast push November 6, 202632,373 commits44,213 stars
TestsThe files that test the code, and the share of code files a test imports.
open_clip57 test files68% of its code files have a test that imports them
ray2,168 test files9.7% of its code files have a test that imports them

Frequently asked questions

Which is bigger, open_clip or ray?
ray, with 1,531,664 lines written; open_clip has 43,646.

The proof: ray-project/ray's code at commit 77567c5

Which has more GitHub stars, open_clip or ray?
ray, with 44,213 stars; open_clip has 14,247.

The proof: ray-project/ray on GitHub

Which has more tests, open_clip or ray?
ray, with 2,168 test files; open_clip has 57.

The proof: ray-project/ray's code at commit 77567c5

Which was updated more recently, open_clip or ray?
Both got their last push on November 6, 2026.

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

Which has more commits signed by AI, open_clip or ray?
ray: an AI signed 3.6% of its commits, with Claude Code, Gemini CLI, GitHub Copilot, Cursor, and Codex; in open_clip, 2.3%.

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

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