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ray vs QUANTAXIS

ray and QUANTAXIS share 9 technologies: pymongo, pyarrow, MongoDB, Redis, Flask, jupyter-core, tornado, matplotlib, and lxml. 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

yutiansut

QUANTAXIS

QUANTAXIS 支持任务调度 分布式部署的 股票/期货/期权 数据/回测/模拟/交易/可视化/多账户 纯本地量化解决方案

Python11.4kRead on November 12, 2026, at commit 232aa7aWhat is QUANTAXIS built with?

Only in QUANTAXIS

Side by side

SizeLines written by people and agents, without generated ones; code files, without tests.
ray1,551,053 lines written2,797 code files
QUANTAXIS83,413 lines written284 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
QUANTAXIS0% 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
QUANTAXISLast push September 18, 20265,620 commits11,364 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
QUANTAXIS4 test files3.5% of its code files have a test that imports them

Frequently asked questions

Which is bigger, ray or QUANTAXIS?
ray, with 1,551,053 lines written; QUANTAXIS has 83,413.

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

Which has more GitHub stars, ray or QUANTAXIS?
ray, with 44,251 stars; QUANTAXIS has 11,364.

The proof: ray-project/ray on GitHub

Which has more tests, ray or QUANTAXIS?
ray, with 2,192 test files; QUANTAXIS has 4.

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

Which was updated more recently, ray or QUANTAXIS?
ray: its last push was on November 10, 2026, and QUANTAXIS's on September 18, 2026.

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

Which has more commits signed by AI, ray or QUANTAXIS?
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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