Source: https://seerepo.com/compare/ATH-MaaS/Pixelle-Video/vs/HKUDS/Vibe-Trading
Markdown source: https://seerepo.com/compare/ATH-MaaS/Pixelle-Video/vs/HKUDS/Vibe-Trading.md
Description: Pixelle-Video and Vibe-Trading share 8 technologies: FastAPI, uvicorn, OpenAI, fastmcp, pyjwt, pillow, beautifulsoup4, and Pydantic. Both are written in Python.

# Pixelle-Video vs Vibe-Trading

Pixelle-Video and Vibe-Trading share 8 technologies: FastAPI, uvicorn, OpenAI, fastmcp, pyjwt, pillow, beautifulsoup4, and Pydantic. Both are written in Python.

- [ATH-MaaS/Pixelle-Video](https://seerepo.com/r/ATH-MaaS/Pixelle-Video): 🚀 AI 全自动短视频引擎 | AI Fully Automated Short Video Engine
- [HKUDS/Vibe-Trading](https://seerepo.com/r/HKUDS/Vibe-Trading): "Vibe-Trading: Your Personal Trading Agent"

## What they share and what sets them apart

- In common: FastAPI, uvicorn, OpenAI, fastmcp, pyjwt, pillow, beautifulsoup4, Pydantic
- Only in Pixelle-Video: Streamlit, mkdocs-material, dashscope, edge-tts, ffmpeg-python, moviepy, loguru
- Only in Vibe-Trading: py-key-value-aio, DuckDB, fastmcp-slim, AIOHTTP, starlette, anyio, Electron, Vite, React, React Router, cycler, fonttools, soupsieve, 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, bs4, et-xmlfile, html5lib, lxml, markdown-it-py, markupsafe, mdurl, rich-rst, webencodings, xlrd, xlsxwriter, jinja2, defusedxml, mistune, nh3, python-pptx, qrcode, reportlab, weasyprint, openpyxl, pypdf, pypdfium2, python-docx, annotated-types, beartype, email-validator, jsonschema, jsonschema-path, jsonschema-specifications, openapi-pydantic, referencing, pydantic-core, OpenTelemetry, Tailwind CSS, tailwind-merge, sonner, echarts, Lucide, react-markdown, rehype-highlight, highlight.js, katex, rehype-katex, remark-gfm, remark-math

## Side by side

| | Pixelle-Video | Vibe-Trading |
|---|---|---|
| Size | 34,407 lines written, 148 code files | 602,935 lines written, 1,351 code files |
| Who writes it | 0% of its commits signed by AI | 5.9% of its commits signed by AI. With Claude Code, Codex, GitHub Copilot, and Cursor |
| Activity | Last push June 14, 2026, 355 commits, 29,853 stars | Last push November 6, 2026, 2,644 commits, 37,785 stars |
| Tests | 0 test files | 1,166 test files. 50.4% of its code files have a test that imports them |

- 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, Pixelle-Video or Vibe-Trading?

Vibe-Trading, with 602,935 lines written; Pixelle-Video has 34,407.

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

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

Vibe-Trading, with 37,785 stars; Pixelle-Video has 29,853.

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

### Which has more tests, Pixelle-Video or Vibe-Trading?

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, Pixelle-Video or Vibe-Trading?

Vibe-Trading: its last push was on November 6, 2026, and Pixelle-Video's on June 14, 2026.

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

### Which has more commits signed by AI, Pixelle-Video 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](https://seerepo.com/r/HKUDS/Vibe-Trading/ai)

## Sources

- ATH-MaaS/Pixelle-Video: Read on November 8, 2026, at commit 848b054 (https://github.com/ATH-MaaS/Pixelle-Video/tree/848b054e4fae40dabc62ec58e960b573e83793ac)
- HKUDS/Vibe-Trading: Read on November 6, 2026, at commit b62c878 (https://github.com/HKUDS/Vibe-Trading/tree/b62c8782f57cad20c1c195367fa7a1cdeb29d6a8)

## 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.