Automated quantitative analysis for prediction market traders. Track EV, PNL, ROI, and win rates across Polymarket, Kalshi, and more.
- Multi-Platform Support: Currently supports Polymarket with Kalshi integration in progress.
- Key Metrics: Automatically calculates Expected Value (EV), Profit & Loss (PNL), Return on Investment (ROI), and Win Rate.
- Advanced Analytics: (Coming Soon) Alpha analysis against peer traders, historical backtesting via DuckDB.
Run main.py. A GUI will be written eventually.
| Platform | Status |
|---|---|
| Polymarket | Supported |
| Kalshi | In Progress |
| Others | Planned |
| Metric | Status | Description |
|---|---|---|
| EV | ✅ Supported | Expected Value per trade |
| PNL | ✅ Supported | Realized and Unrealized Profit/Loss |
| ROI | ✅ Supported | Return on Investment |
| Win Rate | ✅ Supported | Percentage of winning trades |
| Alpha | Planned | Performance vs. benchmark/traders |
| Historical DB | Planned | DuckDB-based historical lookups |