Paper Trading

Paper trading lets you test trading strategies risk-free by simulating forex and crypto execution with a virtual balance. You can run repeated buy and sell actions using market, limit, stop-loss, and take-profit orders to validate performance before going live.

You can simulate limit and stop-loss orders by placing CLI-driven commands that enforce balance and position validation. The simulation supports market, limit, stop-loss, and take-profit order types to validate entry and exit logic against market-like price variations.

Yes, you can track realized and unrealized P&L over time. The simulation tracks trade history, fee impact, and portfolio summaries, allowing you to evaluate performance outcomes across repeated simulated trades.

Yes, paper trading keeps your account balance and portfolio state saved. It initializes a configurable virtual account and persists the state to a JSON file, maintaining your portfolio data and balance between separate runs.

The best way to compare entry and exit strategies is using a paper trading simulation. You can execute limit-buy then sell with stop-loss and take-profit controls over many simulated trades, then evaluate the realized and unrealized performance outcomes.

No specific dependencies or broker APIs are required to run a paper trading simulation. It operates independently using a CLI-driven Python script to initialize accounts and place orders while enforcing balance and position validation locally.