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bbot vs ray

bbot and ray share 6 technologies: pyzmq, xmltodict, beautifulsoup4, jinja2, Pydantic, and psutil. Both are written in Python.

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What they share and what sets them apart

blacklanternsecurity

bbot

The recursive internet scanner for hackers. 🧡

Python11.1kRead on November 12, 2026, at commit beca7d2What is bbot built with?

Only in bbot

  • puremagic
  • Ansible
  • ansible-runner

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.
bbot107,153 lines written249 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.
bbot0.1% of its commits signed by AIWith Claude Code and GitHub Copilot
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.
bbotLast push November 12, 20266,937 commits11,111 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.
bbot221 test files28.1% 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, bbot or ray?
ray, with 1,566,356 lines written; bbot has 107,153.

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

Which has more GitHub stars, bbot or ray?
ray, with 44,282 stars; bbot has 11,111.

The proof: ray-project/ray on GitHub

Which has more tests, bbot or ray?
ray, with 2,208 test files; bbot has 221.

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

Which was updated more recently, bbot or ray?
ray: its last push was on November 13, 2026, and bbot's on November 12, 2026.

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

Which has more commits signed by AI, bbot or ray?
ray: an AI signed 3.7% of its commits, with Claude Code, Gemini CLI, GitHub Copilot, Cursor, and Codex; in bbot, 0.1%.

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

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