Learn more
- Strategy deep-dive: XAUSyntheticMetalTreeBot: strategy deep-dive & live performance
- Source code:
tradingbot/xauaisyntheticmetalbot.py - Framework: python_tradingbot_framework
Live portfolio (paper-traded, seeded at $10,000)
Live forward-test running daily against real market data. Every bot starts with the same $10,000 seed so returns are directly comparable.
| Metric | Value |
|---|---|
| Current portfolio worth | $10328.64 |
| Total return since seed | 3.29% |
| CAGR | 9.99% |
| Sharpe ratio | 1.98 |
| Sortino ratio | 0.00 |
| Max drawdown | 0.00% |
| Volatility (annualised) | 6.52% |
| Days live | 65 |
Live portfolio worth over time
Current holdings
| Symbol | Quantity |
|---|---|
| USD | 10328.6434 |
Historical backtest (one-time simulation)
Offline backtest run once on historical OHLCV data — not updated daily. Shows how the strategy would have performed over the chosen window. Live results above are the authoritative performance number.
| Symbol | Interval | Metric | Sharpe | Yearly return | Max DD | Trades | Win rate |
|---|---|---|---|---|---|---|---|
| ^XAU | 1m | best_sharpe | 7.58 | 7.21% | 5.24% | 2 | 27.89% |
| ^XAU | 1m | best_yearly_return | 7.58 | 7.21% | 5.24% | 2 | 27.89% |
Related bots
Other bots in the Tree-based ML family:
- EURUSDTreeBot · strategy deep-dive- XAUZenbotTreeBot · strategy deep-dive Or browse the full live leaderboard.