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.
LinkedInWhat they share and what sets them apart
TauricResearch
TradingAgents
TradingAgents: Multi-Agents LLM Financial Trading Framework
Python120.5kRead on November 4, 2026, at commit 9fa1196What is TradingAgents built with?Only in TradingAgents
- cryptography
- LangChain
- LangGraph
markdown-it-py
In common
- Rich
langchain-openai
langchain-google-genai
virattt
ai-hedge-fund
An AI Hedge Fund Team
Python64.5kRead on November 5, 2026, at commit e8655f1What is ai-hedge-fund built with?Only in ai-hedge-fund
matplotlib
- Textual
- Pydantic
Side by side
TradingAgentsai-hedge-fund
SizeLines written by people and agents, without generated ones; code files, without tests.
TradingAgents25,828 lines written67 code files
ai-hedge-fund21,749 lines written82 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.
TradingAgents2.1% of its commits signed by AIWith Claude Code and Codex
ai-hedge-fund1.9% of its commits signed by AIWith Cursor, Claude Code, and Codex
ActivityFrom GitHub and its history, on the day SeeRepo read it.
TradingAgentsLast push November 4, 2026477 commits120,536 stars
ai-hedge-fundLast push November 3, 2026888 commits64,498 stars
TestsThe files that test the code, and the share of code files a test imports.
TradingAgents90 test files85.1% of its code files have a test that imports them
ai-hedge-fund45 test files73.2% of its code files have a test that imports them
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
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
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
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.
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%.
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