Source: https://seerepo.com/compare/TauricResearch/TradingAgents/vs/virattt/ai-hedge-fund
Markdown source: https://seerepo.com/compare/TauricResearch/TradingAgents/vs/virattt/ai-hedge-fund.md
Description: TradingAgents and ai-hedge-fund share 4 technologies: Rich, langchain-openai, langchain-anthropic, and langchain-google-genai. Both are written in Python.

# TradingAgents vs ai-hedge-fund

TradingAgents and ai-hedge-fund share 4 technologies: Rich, langchain-openai, langchain-anthropic, and langchain-google-genai. Both are written in Python.

- [TauricResearch/TradingAgents](https://seerepo.com/r/TauricResearch/TradingAgents): TradingAgents: Multi-Agents LLM Financial Trading Framework
- [virattt/ai-hedge-fund](https://seerepo.com/r/virattt/ai-hedge-fund): An AI Hedge Fund Team

## What they share and what sets them apart

- In common: Rich, langchain-openai, langchain-anthropic, langchain-google-genai
- Only in TradingAgents: cryptography, LangChain, LangGraph, markdown-it-py
- Only in ai-hedge-fund: matplotlib, Textual, langchain-deepseek, Pydantic

## Side by side

| | TradingAgents | ai-hedge-fund |
|---|---|---|
| Size | 25,828 lines written, 67 code files | 21,749 lines written, 82 code files |
| Who writes it | 2.1% of its commits signed by AI. With Claude Code and Codex | 1.9% of its commits signed by AI. With Cursor, Claude Code, and Codex |
| Activity | Last push November 4, 2026, 477 commits, 120,536 stars | Last push November 3, 2026, 888 commits, 64,498 stars |
| Tests | 90 test files. 85.1% of its code files have a test that imports them | 45 test files. 73.2% 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, TradingAgents or ai-hedge-fund?

TradingAgents, with 25,828 lines written; ai-hedge-fund has 21,749.

The proof: [TauricResearch/TradingAgents's code at commit 9fa1196](https://github.com/TauricResearch/TradingAgents/tree/9fa1196fffbcfd9de5146d2dd2869df84ab99838)

### Which has more GitHub stars, TradingAgents or ai-hedge-fund?

TradingAgents, with 120,536 stars; ai-hedge-fund has 64,498.

The proof: [TauricResearch/TradingAgents on GitHub](https://github.com/TauricResearch/TradingAgents)

### Which has more tests, TradingAgents or ai-hedge-fund?

TradingAgents, with 90 test files; ai-hedge-fund has 45.

The proof: [TauricResearch/TradingAgents's code at commit 9fa1196](https://github.com/TauricResearch/TradingAgents/tree/9fa1196fffbcfd9de5146d2dd2869df84ab99838)

### Which was updated more recently, TradingAgents or ai-hedge-fund?

TradingAgents: its last push was on November 4, 2026, and ai-hedge-fund's on November 3, 2026.

The proof: [TauricResearch/TradingAgents's commits on GitHub](https://github.com/TauricResearch/TradingAgents/commits)

### Which has more commits signed by AI, TradingAgents or ai-hedge-fund?

TradingAgents: an AI signed 2.1% of its commits, with Claude Code and Codex; in ai-hedge-fund, 1.9%.

## Sources

- TauricResearch/TradingAgents: Read on November 4, 2026, at commit 9fa1196 (https://github.com/TauricResearch/TradingAgents/tree/9fa1196fffbcfd9de5146d2dd2869df84ab99838)
- virattt/ai-hedge-fund: Read on November 5, 2026, at commit e8655f1 (https://github.com/virattt/ai-hedge-fund/tree/e8655f10453f0c7c0874c8d691ef5ae2d74dab5c)

## 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.