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EasySpider vs ray

EasySpider and ray share 5 technologies: pymysql, pillow, lxml, openpyxl, and beautifulsoup4. EasySpider is written in JavaScript and ray in Python.

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What they share and what sets them apart

NaiboWang

EasySpider

A visual no-code/code-free web crawler/spider易采集：一个可视化浏览器自动化测试/数据采集/网页爬虫软件，可以无代码图形化的设计和执行爬虫任务。别名：ServiceWrapper面向Web应用的智能化服务封装系统。

JavaScript44.8kRead on November 6, 2026, at commit ff65dbaWhat is EasySpider built with?

Only in EasySpider

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.
EasySpider123,709 lines written95 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.
EasySpider0.5% of its commits signed by AIWith 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.
EasySpiderLast push November 5, 2026666 commits44,766 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.
EasySpider7 test files2.1% 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, EasySpider or ray?
ray, with 1,531,664 lines written; EasySpider has 123,709.

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

Which has more GitHub stars, EasySpider or ray?
EasySpider, with 44,766 stars; ray has 44,213.

The proof: NaiboWang/EasySpider on GitHub

Which has more tests, EasySpider or ray?
ray, with 2,168 test files; EasySpider has 7.

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

Which was updated more recently, EasySpider or ray?
ray: its last push was on November 6, 2026, and EasySpider's on November 5, 2026.

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

Which has more commits signed by AI, EasySpider or ray?
ray: an AI signed 3.6% of its commits, with Claude Code, Gemini CLI, GitHub Copilot, Cursor, and Codex; in EasySpider, 0.5%.

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

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