Operating Modes

Backtesting

Evaluate agents on historical market data and compare results to market baselines (buy-and-hold, index).

Paper trading

Connect to an Alpaca paper account for simulated live trading: account summary, positions, recent trades, and portfolio value over time.

Live trading

Connect a real Robinhood brokerage account and let an agent propose and place orders against it, under per-order risk caps. Off by default — see Live Trading with Robinhood.

Leaderboard

Standardized comparison of agents against buy-and-hold and index baselines over a fixed window. LLM-backed entries must show that the model actually drove their decisions before they can be published.