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hello-agents vs Vibe-Trading

hello-agents and Vibe-Trading share 39 technologies: FastAPI, uvicorn, OpenAI, fastmcp, starlette, anyio, AIOHTTP, Vite, React, cycler, fonttools, contourpy, matplotlib, Rich, MCP, scikit-learn, tiktoken, langchain-openai, LangGraph, lxml, openpyxl, pypdf, python-docx, reportlab, xlrd, pillow, beautifulsoup4, jinja2, annotated-types, email-validator, pydantic-core, Pydantic, jsonschema, OpenTelemetry, katex, Tailwind CSS, highlight.js, react-markdown, and echarts. Both are written in Python.

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What they share and what sets them apart

datawhalechina

hello-agents

📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程

Python86kRead on November 4, 2026, at commit 36f583cWhat is hello-agents built with?

Only in hello-agents

In common

HKUDS

Vibe-Trading

"Vibe-Trading: Your Personal Trading Agent"

Python37.8kRead on November 6, 2026, at commit b62c878What is Vibe-Trading built with?

Only in Vibe-Trading

Side by side

SizeLines written by people and agents, without generated ones; code files, without tests.
hello-agents226,661 lines written1,212 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.
hello-agents2.4% of its commits signed by AIWith Codex, Cursor, and 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.
hello-agentsLast push October 13, 2026660 commits86,039 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.
hello-agents97 test files6.9% 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, hello-agents or Vibe-Trading?
Vibe-Trading, with 602,935 lines written; hello-agents has 226,661.

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

Which has more GitHub stars, hello-agents or Vibe-Trading?
hello-agents, with 86,039 stars; Vibe-Trading has 37,785.

The proof: datawhalechina/hello-agents on GitHub

Which has more tests, hello-agents or Vibe-Trading?
Vibe-Trading, with 1,166 test files; hello-agents has 97.

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

Which was updated more recently, hello-agents or Vibe-Trading?
Vibe-Trading: its last push was on November 6, 2026, and hello-agents's on October 13, 2026.

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

Which has more commits signed by AI, hello-agents or Vibe-Trading?
Vibe-Trading: an AI signed 5.9% of its commits, with Claude Code, Codex, GitHub Copilot, and Cursor; in hello-agents, 2.4%.

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

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