Source: https://seerepo.com/compare/HKUDS/Vibe-Trading/vs/pjialin/py12306
Markdown source: https://seerepo.com/compare/HKUDS/Vibe-Trading/vs/pjialin/py12306.md
Description: Vibe-Trading and py12306 share 7 technologies: soupsieve, pyjwt, beautifulsoup4, bs4, lxml, markupsafe, and jinja2. Both are written in Python.

# Vibe-Trading vs py12306

Vibe-Trading and py12306 share 7 technologies: soupsieve, pyjwt, beautifulsoup4, bs4, lxml, markupsafe, and jinja2. Both are written in Python.

- [HKUDS/Vibe-Trading](https://seerepo.com/r/HKUDS/Vibe-Trading): "Vibe-Trading: Your Personal Trading Agent"
- [pjialin/py12306](https://seerepo.com/r/pjialin/py12306): 🚂 12306 购票助手，支持集群，多账号，多任务购票以及 Web 页面管理 

## What they share and what sets them apart

- In common: soupsieve, pyjwt, beautifulsoup4, bs4, lxml, markupsafe, jinja2
- Only in Vibe-Trading: FastAPI, py-key-value-aio, DuckDB, OpenAI, fastmcp-slim, AIOHTTP, starlette, fastmcp, uvicorn, anyio, Electron, Vite, React, React Router, cycler, fonttools, tinycss2, contourpy, Rich, prompt-toolkit, matplotlib, peewee, authlib, joserfc, cryptography, keyring, github-copilot-sdk, langchain-protocol, LangGraph, langgraph-sdk, langsmith, tiktoken, LangChain, MCP, scikit-learn, langchain-openai, et-xmlfile, html5lib, markdown-it-py, mdurl, rich-rst, webencodings, xlrd, xlsxwriter, defusedxml, mistune, nh3, pillow, python-pptx, qrcode, reportlab, weasyprint, openpyxl, pypdf, pypdfium2, python-docx, annotated-types, beartype, email-validator, jsonschema, jsonschema-path, jsonschema-specifications, openapi-pydantic, referencing, Pydantic, pydantic-core, OpenTelemetry, Tailwind CSS, tailwind-merge, sonner, echarts, Lucide, react-markdown, rehype-highlight, highlight.js, katex, rehype-katex, remark-gfm, remark-math
- Only in py12306: Flask, Redis, werkzeug, itsdangerous, flask-jwt-extended, pypng, requests-html

## Side by side

| | Vibe-Trading | py12306 |
|---|---|---|
| Size | 602,935 lines written, 1,351 code files | 5,106 lines written, 43 code files |
| Who writes it | 5.9% of its commits signed by AI. With Claude Code, Codex, GitHub Copilot, and Cursor | 0% of its commits signed by AI |
| Activity | Last push November 6, 2026, 2,644 commits, 37,785 stars | Last push October 1, 2026, 187 commits, 14,970 stars |
| Tests | 1,166 test files. 50.4% of its code files have a test that imports them | 0 test files |

- Size: Lines written by people and agents, without generated ones; code files, without tests.
- Who writes it: A commit counts as AI's when it carries its signature: a Co-Authored-By line, its author name or the merge of its branch.
- Activity: From GitHub and its history, on the day SeeRepo read it.
- Tests: The files that test the code, and the share of code files a test imports.

## Frequently asked questions

### Which is bigger, Vibe-Trading or py12306?

Vibe-Trading, with 602,935 lines written; py12306 has 5,106.

The proof: [HKUDS/Vibe-Trading's code at commit b62c878](https://github.com/HKUDS/Vibe-Trading/tree/b62c8782f57cad20c1c195367fa7a1cdeb29d6a8)

### Which has more GitHub stars, Vibe-Trading or py12306?

Vibe-Trading, with 37,785 stars; py12306 has 14,970.

The proof: [HKUDS/Vibe-Trading on GitHub](https://github.com/HKUDS/Vibe-Trading)

### Which has more tests, Vibe-Trading or py12306?

Vibe-Trading, with 1,166 test files.

The proof: [HKUDS/Vibe-Trading's code at commit b62c878](https://github.com/HKUDS/Vibe-Trading/tree/b62c8782f57cad20c1c195367fa7a1cdeb29d6a8)

### Which was updated more recently, Vibe-Trading or py12306?

Vibe-Trading: its last push was on November 6, 2026, and py12306's on October 1, 2026.

The proof: [HKUDS/Vibe-Trading's commits on GitHub](https://github.com/HKUDS/Vibe-Trading/commits)

### Which has more commits signed by AI, Vibe-Trading or py12306?

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](https://seerepo.com/r/HKUDS/Vibe-Trading/ai)

## Sources

- HKUDS/Vibe-Trading: Read on November 6, 2026, at commit b62c878 (https://github.com/HKUDS/Vibe-Trading/tree/b62c8782f57cad20c1c195367fa7a1cdeb29d6a8)
- pjialin/py12306: Read on November 8, 2026, at commit 52ccae8 (https://github.com/pjialin/py12306/tree/52ccae8b206b828624f185bf8178e1057c6b5fb9)

## What is your repo built with?

Any public repo, with no account: https://seerepo.com/r/owner/repo/built, with the owner and name it has on GitHub.