Vibe-Trading vs Fay

Vibe-Trading and Fay share 11 technologies: FastAPI, uvicorn, LangGraph, LangChain, MCP, langchain-openai, bs4, pillow, python-pptx, openpyxl, and python-docx. 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.
Vibe-Trading602,935 lines written1,351 code files
Fay310,384 lines written88 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.
Vibe-Trading5.9% of its commits signed by AIWith Claude Code, Codex, GitHub Copilot, and Cursor
Fay9.9% of its commits signed by AIWith Claude Code
ActivityFrom GitHub and its history, on the day SeeRepo read it.
Vibe-TradingLast push November 6, 20262,644 commits37,785 stars
FayLast push September 21, 2026304 commits13,611 stars
TestsThe files that test the code, and the share of code files a test imports.
Vibe-Trading1,166 test files50.4% of its code files have a test that imports them
Fay48 test files1.1% of its code files have a test that imports them

Frequently asked questions

Which is bigger, Vibe-Trading or Fay?
Vibe-Trading, with 602,935 lines written; Fay has 310,384.

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

Which has more GitHub stars, Vibe-Trading or Fay?
Vibe-Trading, with 37,785 stars; Fay has 13,611.

The proof: HKUDS/Vibe-Trading on GitHub

Which has more tests, Vibe-Trading or Fay?
Vibe-Trading, with 1,166 test files; Fay has 48.

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

Which was updated more recently, Vibe-Trading or Fay?
Vibe-Trading: its last push was on November 6, 2026, and Fay's on September 21, 2026.

The proof: HKUDS/Vibe-Trading's commits on GitHub

Which has more commits signed by AI, Vibe-Trading or Fay?
Fay: an AI signed 9.9% of its commits, with Claude Code; in Vibe-Trading, 5.9%.

The proof: the commits each tool signed in xszyou/Fay

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