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axolotl vs ray

axolotl and ray share 16 technologies: adlfs, gcsfs, s3fs, Hugging Face, Gradio, lm-eval, sentencepiece, torch, transformers, peft, triton, datasets, bitsandbytes, einops, tokenizers, and Pydantic. Both are written in Python.

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What they share and what sets them apart

axolotl-ai-cloud

axolotl

Go ahead and axolotl questions

Python12.7kRead on November 10, 2026, at commit cc14b95What is axolotl built with?

Only in axolotl

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.

Python44.3kRead on November 13, 2026, at commit de4c576What is ray built with?

Only in ray

Side by side

SizeLines written by people and agents, without generated ones; code files, without tests.
axolotl396,280 lines written830 code files
ray1,566,356 lines written2,810 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.
axolotl0.4% of its commits signed by AIWith Claude Code, CodeRabbit, GitHub Copilot, and Cursor
ray3.7% 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.
axolotlLast push November 10, 20262,991 commits12,682 stars
rayLast push November 13, 202632,468 commits44,282 stars
TestsThe files that test the code, and the share of code files a test imports.
axolotl815 test files64.6% of its code files have a test that imports them
ray2,208 test files9.4% of its code files have a test that imports them

Frequently asked questions

Which is bigger, axolotl or ray?
ray, with 1,566,356 lines written; axolotl has 396,280.

The proof: ray-project/ray's code at commit de4c576

Which has more GitHub stars, axolotl or ray?
ray, with 44,282 stars; axolotl has 12,682.

The proof: ray-project/ray on GitHub

Which has more tests, axolotl or ray?
ray, with 2,208 test files; axolotl has 815.

The proof: ray-project/ray's code at commit de4c576

Which was updated more recently, axolotl or ray?
ray: its last push was on November 13, 2026, and axolotl's on November 10, 2026.

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

Which has more commits signed by AI, axolotl or ray?
ray: an AI signed 3.7% of its commits, with Claude Code, Gemini CLI, GitHub Copilot, Cursor, and Codex; in axolotl, 0.4%.

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

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