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QAnything vs ray

QAnything and ray share 12 technologies: cryptography, rouge-score, scikit-learn, LangChain, onnxruntime, transformers, tiktoken, nltk, xgboost, openpyxl, mistune, and boto3. Both are written in Python.

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What they share and what sets them apart

netease-youdao

QAnything

Question and Answer based on Anything.

Python14.2kRead on November 9, 2026, at commit 0698b62What is QAnything built with?

Only in QAnything

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.
QAnything51,554 lines written227 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.
QAnything0% of its commits signed by AI
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.
QAnythingLast push September 23, 2026683 commits14,206 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.
QAnything3 test files0.4% 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, QAnything or ray?
ray, with 1,531,664 lines written; QAnything has 51,554.

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

Which has more GitHub stars, QAnything or ray?
ray, with 44,213 stars; QAnything has 14,206.

The proof: ray-project/ray on GitHub

Which has more tests, QAnything or ray?
ray, with 2,168 test files; QAnything has 3.

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

Which was updated more recently, QAnything or ray?
ray: its last push was on November 6, 2026, and QAnything's on September 23, 2026.

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

Which has more commits signed by AI, QAnything or ray?
ray: an AI signed 3.6% 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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