Source: https://seerepo.com/compare/abi/screenshot-to-code/vs/HKUDS/AI-Trader
Markdown source: https://seerepo.com/compare/abi/screenshot-to-code/vs/HKUDS/AI-Trader.md
Description: screenshot-to-code and AI-Trader share 7 technologies: FastAPI, AIOHTTP, uvicorn, Vite, React, react-router-dom, and Pydantic. Both are written in Python.

# screenshot-to-code vs AI-Trader

screenshot-to-code and AI-Trader share 7 technologies: FastAPI, AIOHTTP, uvicorn, Vite, React, react-router-dom, and Pydantic. Both are written in Python.

- [abi/screenshot-to-code](https://seerepo.com/r/abi/screenshot-to-code): Drop in a screenshot and convert it to clean code (HTML/Tailwind/React/Vue)
- [HKUDS/AI-Trader](https://seerepo.com/r/HKUDS/AI-Trader): "AI-Trader: 100% Fully-Automated Agent-Native Trading"  

## What they share and what sets them apart

- In common: FastAPI, AIOHTTP, uvicorn, Vite, React, react-router-dom, Pydantic
- Only in screenshot-to-code: Google, OpenAI, Anthropic, langfuse, moviepy, pillow, beautifulsoup4, Tailwind CSS, class-variance-authority, classnames, tailwind-merge, thememirror, react-hot-toast, Radix UI, react-dropzone, CodeMirror, react-syntax-highlighter, react-icons, @radix-ui/react-icons, react-markdown, html2canvas
- Only in AI-Trader: psycopg, Postgres, Redis, OpenRouter, matplotlib, recharts

## Side by side

| | screenshot-to-code | AI-Trader |
|---|---|---|
| Size | 40,106 lines written, 169 code files | 37,956 lines written, 48 code files |
| Who writes it | 18.5% of its commits signed by AI. With Claude Code, Sweep, Cursor, and Codex | 9.2% of its commits signed by AI. With Codex, Cursor, and Claude Code |
| Activity | Last push October 27, 2026, 1,289 commits, 81,022 stars | Last push June 11, 2026, 316 commits, 23,109 stars |
| Tests | 51 test files. 35.5% of its code files have a test that imports them | 21 test files. 37.5% 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, screenshot-to-code or AI-Trader?

screenshot-to-code, with 40,106 lines written; AI-Trader has 37,956.

The proof: [abi/screenshot-to-code's code at commit a813977](https://github.com/abi/screenshot-to-code/tree/a8139779f7c5ae231b7f2a86fa7f83ddc5f7badc)

### Which has more GitHub stars, screenshot-to-code or AI-Trader?

screenshot-to-code, with 81,022 stars; AI-Trader has 23,109.

The proof: [abi/screenshot-to-code on GitHub](https://github.com/abi/screenshot-to-code)

### Which has more tests, screenshot-to-code or AI-Trader?

screenshot-to-code, with 51 test files; AI-Trader has 21.

The proof: [abi/screenshot-to-code's code at commit a813977](https://github.com/abi/screenshot-to-code/tree/a8139779f7c5ae231b7f2a86fa7f83ddc5f7badc)

### Which was updated more recently, screenshot-to-code or AI-Trader?

screenshot-to-code: its last push was on October 27, 2026, and AI-Trader's on June 11, 2026.

The proof: [abi/screenshot-to-code's commits on GitHub](https://github.com/abi/screenshot-to-code/commits)

### Which has more commits signed by AI, screenshot-to-code or AI-Trader?

screenshot-to-code: an AI signed 18.5% of its commits, with Claude Code, Sweep, Cursor, and Codex; in AI-Trader, 9.2%.

The proof: [the commits each tool signed in abi/screenshot-to-code](https://seerepo.com/r/abi/screenshot-to-code/ai)

## Sources

- abi/screenshot-to-code: Read on November 4, 2026, at commit a813977 (https://github.com/abi/screenshot-to-code/tree/a8139779f7c5ae231b7f2a86fa7f83ddc5f7badc)
- HKUDS/AI-Trader: Read on November 4, 2026, at commit d03ff6c (https://github.com/HKUDS/AI-Trader/tree/d03ff6c056b32ced735adf7c19ed8175adb1c8df)

## 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.