The Gold vs US Dollar Trading Bot is an algorithmic trading system designed for the XAUUSD currency pair on the Spotware cTrader platform. It employs a harmonic oscillator differential equation model to anticipate price trend direction before placing orders, focusing on minute (M1) timeframe scalping. The bot supports brokers including IC Markets, Deriv, Pepperstone, and FP Markets.

Key features include fixed lot sizing starting at 0.01, exponential moving average for trend analysis, and configurable parameters such as slope threshold, beta (0.001), and omega (0.05). It manages risk with stop loss and take profit settings, where take profit can be set to zero for live or demo trading to accommodate large profit levels. The bot maintains low daily drawdown, under 1.5%, and is suitable for prop firm evaluations across all account sizes.

It can hold up to three buy and three sell positions simultaneously, with a maximum of 100 simultaneous positions overall. The strategy is trend-based with medium trade frequency and uses market orders. Backtesting was conducted from August 1 to September 9, 2026, with a leverage of 100, showing a profit factor of 2.38 and a recommended minimum balance of $200. Risk per trade is set at 20%, with a maximum balance drawdown of 2.68% and daily drawdown limit of 0.5%.