aiohttp vs Vibe-Trading

aiohttp and Vibe-Trading share 9 technologies: AIOHTTP, Rich, cryptography, jinja2, markdown-it-py, markupsafe, mdurl, annotated-types, and Pydantic. Both are written in Python.

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What they share and what sets them apart

Side by side

SizeLines written by people and agents, without generated ones; code files, without tests.
aiohttp104,911 lines written58 code files
Vibe-Trading602,935 lines written1,351 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.
aiohttp0% of its commits signed by AIWith Claude Code
Vibe-Trading5.9% of its commits signed by AIWith Claude Code, Codex, GitHub Copilot, and Cursor
ActivityFrom GitHub and its history, on the day SeeRepo read it.
aiohttpLast push November 7, 202613,628 commits16,605 stars
Vibe-TradingLast push November 6, 20262,644 commits37,785 stars
TestsThe files that test the code, and the share of code files a test imports.
aiohttp84 test files22.4% of its code files have a test that imports them
Vibe-Trading1,166 test files50.4% of its code files have a test that imports them

Frequently asked questions

Which is bigger, aiohttp or Vibe-Trading?
Vibe-Trading, with 602,935 lines written; aiohttp has 104,911.

The proof: HKUDS/Vibe-Trading's code at commit b62c878

Which has more GitHub stars, aiohttp or Vibe-Trading?
Vibe-Trading, with 37,785 stars; aiohttp has 16,605.

The proof: HKUDS/Vibe-Trading on GitHub

Which has more tests, aiohttp or Vibe-Trading?
Vibe-Trading, with 1,166 test files; aiohttp has 84.

The proof: HKUDS/Vibe-Trading's code at commit b62c878

Which was updated more recently, aiohttp or Vibe-Trading?
aiohttp: its last push was on November 7, 2026, and Vibe-Trading's on November 6, 2026.

The proof: aio-libs/aiohttp's commits on GitHub

Which has more commits signed by AI, aiohttp or Vibe-Trading?
Vibe-Trading: an AI signed 5.9% of its commits, with Claude Code, Codex, GitHub Copilot, and Cursor.

The proof: the commits each tool signed in HKUDS/Vibe-Trading

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