Powerful Features
AI Hedge Fund provides a comprehensive suite of tools for learning and experimenting with investment strategies. Explore our powerful features below.
🎯 Core Capabilities
18 AI Investment Agents
Each agent represents a unique investment philosophy from legendary investors. From value investing (Warren Buffett, Ben Graham) to growth strategies (Peter Lynch, Cathie Wood) and specialized approaches (Bill Ackman, Stanley Druckenmiller).
Key Benefits:
- Diverse investment perspectives
- Learn from legendary strategies
- Combine multiple approaches
- Real-time analysis and reasoning
Visual Flow Builder
Drag-and-drop interface to build custom trading strategies. Connect agents, set parameters, and create complex analysis workflows without writing code. Intuitive and powerful.
Key Benefits:
- No coding required
- Visual workflow design
- Easy to modify and iterate
- Save and reuse flows
Real-time Analysis
Watch AI agents analyze stocks in real-time. See their reasoning, trading signals (BUY, SELL, HOLD), and portfolio recommendations as they process information.
Key Benefits:
- Live progress updates
- See agent reasoning
- Understand decision process
- Transparent analysis
Backtesting Engine
Test strategies on historical data. Analyze performance metrics including total return, Sharpe ratio, max drawdown, win rate, and more. Validate strategies before using them.
Key Benefits:
- Historical performance testing
- Comprehensive metrics
- Risk assessment
- Strategy validation
Portfolio Management
Track positions, cash, and performance in real-time. Monitor your portfolio value, individual positions, and overall returns. See how different strategies perform.
Key Benefits:
- Real-time portfolio tracking
- Position monitoring
- Performance analytics
- Cash management
Risk Management
Automatic risk assessment and position limits. The Risk Manager evaluates every trade, calculates risk metrics, and sets limits to protect your portfolio from excessive risk.
Key Benefits:
- Automatic risk assessment
- Position size limits
- Diversification enforcement
- Capital protection
✨ Additional Features
🤖 Multiple LLM Support
Works with OpenAI (GPT-4, GPT-4o), Groq (DeepSeek, Llama), Anthropic (Claude), Ollama (local models), and more. Choose the AI model that fits your needs and budget.
LLM Configuration →🎨 11 Beautiful Themes
Customize the interface appearance with 11 different themes including Light, Dark, Ocean, Forest, Sunset, Purple Dream, Cyberpunk, and more.
Theme Guide →💾 Save & Load Flows
Save your trading flows for later use. Create templates for common strategies. Share flows with others or reuse them for different stocks.
Flow Management →⌨️ Command Line Interface
For automation and scripting. Run analyses from the command line, integrate with other tools, and automate your workflow.
CLI Documentation →📈 Multiple Stock Analysis
Analyze multiple stocks simultaneously. Compare different companies, sectors, or markets using the same agent strategies.
Learn More →🔍 Detailed Reasoning
Every agent provides detailed reasoning for their decisions. Understand why agents recommend buy, sell, or hold signals.
Explore Agents →🖥️ Two Ways to Use
🌐 Web Application (Recommended)
Visual interface with flow builder. Perfect for learning, experimenting, and understanding how different strategies work. No coding required.
- Drag-and-drop flow builder
- Real-time visualization
- Interactive agent configuration
- Visual portfolio tracking
- Save and load flows
- Beautiful themes
💻 Command Line Interface
For automation and scripting. Perfect for advanced users who want to integrate AI Hedge Fund into their workflows or run batch analyses.
- Automated analysis
- Script integration
- Batch processing
- API access
- Workflow automation
- Custom integrations
💡 Use Cases
📚 Education
Learn about different investment strategies by seeing them in action. Understand how famous investors think and make decisions. Perfect for students, educators, and anyone interested in learning investment strategies.
Ideal For:
- Finance students
- Investment courses
- Self-learning
- Strategy exploration
🔬 Research
Test hypotheses about market behavior, strategy combinations, and risk management approaches without financial risk. Conduct experiments and analyze results.
Ideal For:
- Academic research
- Strategy testing
- Market analysis
- Hypothesis validation
💡 Strategy Development
Develop and refine trading strategies using historical data. Backtest ideas before considering real implementation. Iterate and improve your approaches.
Ideal For:
- Strategy developers
- Quantitative analysts
- Portfolio managers
- Trading system builders
📊 Feature Comparison
| Feature | Web App | CLI |
|---|---|---|
| Visual Flow Builder | ✅ | ❌ |
| Real-time Visualization | ✅ | ❌ |
| Save/Load Flows | ✅ | ✅ |
| Backtesting | ✅ | ✅ |
| Automation | ❌ | ✅ |
| Batch Processing | ❌ | ✅ |
Ready to Explore?
Start using AI Hedge Fund today and experience these features firsthand.