Paper — every trading figure here (positions, orders, P&L, equity, returns) is simulated on an Alpaca paper account. No real capital is at risk, and no order is ever placed with your money. Running costs shown under ops, such as LLM spend, are real.

Backtest Validation

How each strategy performed on data it never trained on, set side by side with the trades the system has actually closed.