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bunkerweb vs ray

bunkerweb and ray share 36 technologies: werkzeug, Flask, FastAPI, starlette, s3transfer, Redis, pymysql, AIOHTTP, anyio, uvicorn, soupsieve, alembic, SQLAlchemy, Google, google-auth-httplib2, itsdangerous, oauthlib, requests-oauthlib, cryptography, et-xmlfile, mako, pillow, jinja2, markupsafe, openpyxl, beautifulsoup4, annotated-types, Pydantic, boto3, botocore, OpenTelemetry, kubernetes, docker, Gunicorn, psutil, and prompt-toolkit. Both are written in Python.

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What they share and what sets them apart

bunkerity

bunkerweb

🛡️ Open-source and cloud-native Web Application Firewall (WAF)

Python11.3kRead on November 12, 2026, at commit b09e418What is bunkerweb built with?

Only in bunkerweb

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 10, 2026, at commit c99c603What is ray built with?

Only in ray

Side by side

SizeLines written by people and agents, without generated ones; code files, without tests.
bunkerweb245,695 lines written806 code files
ray1,551,053 lines written2,797 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.
bunkerweb0.2% of its commits signed by AIWith GitHub Copilot and Claude Code
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.
bunkerwebLast push November 12, 20269,119 commits11,254 stars
rayLast push November 10, 202632,424 commits44,251 stars
TestsThe files that test the code, and the share of code files a test imports.
bunkerweb133 test files5.5% of its code files have a test that imports them
ray2,192 test files9.5% of its code files have a test that imports them

Frequently asked questions

Which is bigger, bunkerweb or ray?
ray, with 1,551,053 lines written; bunkerweb has 245,695.

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

Which has more GitHub stars, bunkerweb or ray?
ray, with 44,251 stars; bunkerweb has 11,254.

The proof: ray-project/ray on GitHub

Which has more tests, bunkerweb or ray?
ray, with 2,192 test files; bunkerweb has 133.

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

Which was updated more recently, bunkerweb or ray?
bunkerweb: its last push was on November 12, 2026, and ray's on November 10, 2026.

The proof: bunkerity/bunkerweb's commits on GitHub

Which has more commits signed by AI, bunkerweb or ray?
ray: an AI signed 3.7% of its commits, with Claude Code, Gemini CLI, GitHub Copilot, Cursor, and Codex; in bunkerweb, 0.2%.

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

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