Walk-forward validated backtest results for Theta Network. The model is trained on historical data and tested exclusively on unseen future data.
Key risk-adjusted metrics from the walk-forward backtest. Sharpe above 3.0 is excellent; win rate above 75% demonstrates consistent signal quality.
Cumulative portfolio growth on a logarithmic scale. Each fold starts at 1x. A smooth, upward-sloping curve indicates consistent compounding with controlled drawdowns.
Performance segmented by market condition. The model adapts entry thresholds, position sizing, and exit timing to each regime. Consistent profitability across all regimes demonstrates true robustness.
| Regime | Trades | Win Rate | Avg PnL | Profit Factor | Avg Bars |
|---|---|---|---|---|---|
| BUBBLE | 115 | 87.0% | +4.45% | 74.56 | 13.8 |
| BULL | 45 | 86.7% | +6.21% | 17.83 | 32.2 |
| SIDEWAYS | 198 | 87.4% | +3.70% | 68.00 | 15.6 |
| BEAR | 45 | 77.8% | +3.38% | 36.70 | 12.9 |
Most recent 50 trades from the walk-forward backtest.
| Entry | Exit | Entry Price | Exit Price | PnL | Regime | Bars | Exit Reason |
|---|---|---|---|---|---|---|---|
| $0.00 | $0.00 | +7.46% | BUBBLE | 24 | signal | ||
| $0.00 | $0.00 | +4.27% | BUBBLE | 26 | signal | ||
| $0.00 | $0.00 | +5.23% | BUBBLE | 11 | exit_fp | ||
| $0.00 | $0.00 | -0.41% | BUBBLE | 1 | signal | ||
| $0.00 | $0.00 | +14.52% | BULL | 64 | exit_fp | ||
| $0.00 | $0.00 | +8.27% | BULL | 31 | exit_fp | ||
| $0.00 | $0.00 | +2.01% | BULL | 22 | signal | ||
| $0.00 | $0.00 | -5.20% | BULL | 36 | stop | ||
| $0.00 | $0.00 | +2.89% | BULL | 19 | signal | ||
| $0.00 | $0.00 | +8.20% | BULL | 46 | trail | ||
| $0.00 | $0.00 | +1.85% | BULL | 20 | signal | ||
| $0.00 | $0.00 | +16.11% | BULL | 34 | exit_fp | ||
| $0.00 | $0.00 | +0.94% | BUBBLE | 2 | signal | ||
| $0.00 | $0.00 | +3.65% | BUBBLE | 33 | exit_fp | ||
| $0.00 | $0.00 | +0.39% | BUBBLE | 2 | signal | ||
| $0.00 | $0.00 | +3.60% | BUBBLE | 14 | exit_fp | ||
| $0.00 | $0.00 | +1.29% | BUBBLE | 2 | signal | ||
| $0.00 | $0.00 | +1.13% | BUBBLE | 2 | signal | ||
| $0.00 | $0.00 | +3.85% | BUBBLE | 20 | signal | ||
| $0.00 | $0.00 | +8.24% | BUBBLE | 36 | signal | ||
| $0.00 | $0.00 | +3.04% | BUBBLE | 25 | signal | ||
| $0.00 | $0.00 | +8.83% | BUBBLE | 16 | exit_fp | ||
| $0.00 | $0.00 | +3.65% | BUBBLE | 23 | signal | ||
| $0.00 | $0.00 | +0.72% | BUBBLE | 4 | signal | ||
| $0.00 | $0.00 | +13.38% | BUBBLE | 42 | signal | ||
| $0.00 | $0.00 | -0.25% | BUBBLE | 1 | signal | ||
| $0.00 | $0.00 | +3.98% | BUBBLE | 27 | exit_fp | ||
| $0.00 | $0.00 | +2.09% | BUBBLE | 11 | exit_fp | ||
| $0.00 | $0.00 | +6.54% | SIDEWAYS | 19 | signal | ||
| $0.00 | $0.00 | +3.78% | SIDEWAYS | 11 | exit_fp | ||
| $0.00 | $0.00 | +5.89% | SIDEWAYS | 49 | signal | ||
| $0.00 | $0.00 | +3.07% | SIDEWAYS | 3 | signal | ||
| $0.00 | $0.00 | +5.14% | SIDEWAYS | 26 | exit_fp | ||
| $0.00 | $0.00 | +6.09% | SIDEWAYS | 11 | exit_fp | ||
| $0.00 | $0.00 | +7.75% | SIDEWAYS | 41 | signal | ||
| $0.00 | $0.00 | +5.99% | SIDEWAYS | 47 | exit_fp | ||
| $0.00 | $0.00 | +4.39% | SIDEWAYS | 21 | signal | ||
| $0.00 | $0.00 | +5.34% | SIDEWAYS | 23 | exit_fp | ||
| $0.00 | $0.00 | +0.61% | SIDEWAYS | 7 | signal | ||
| $0.00 | $0.00 | +8.01% | SIDEWAYS | 33 | take_profit | ||
| $0.00 | $0.00 | +0.42% | SIDEWAYS | 5 | signal | ||
| $0.00 | $0.00 | -2.36% | BULL | 31 | signal | ||
| $0.00 | $0.00 | +3.89% | BULL | 17 | exit_fp | ||
| $0.00 | $0.00 | +12.51% | BULL | 49 | exit_fp | ||
| $0.00 | $0.00 | +6.52% | BUBBLE | 12 | signal | ||
| $0.00 | $0.00 | -0.25% | BUBBLE | 1 | signal | ||
| $0.00 | $0.00 | +4.11% | BULL | 22 | exit_fp | ||
| $0.00 | $0.00 | -1.94% | BULL | 24 | exit_fp | ||
| $0.00 | $0.00 | +14.77% | SIDEWAYS | 16 | exit_fp | ||
| $0.00 | $0.00 | +4.36% | SIDEWAYS | 13 | exit_fp |
These backtest results demonstrate what our model can do. Get real-time THETA signals delivered to your Telegram with every entry, stop-loss, and take-profit.
Institutional-grade AI trading signals for crypto traders. Our Omniscius v2.5 ensemble model is walk-forward validated across 52 coins and 23,000+ backtested trades. No curve-fitting, no hype — just data-driven signals delivered to your Telegram.
Prices delayed up to 5 minutes. Trading and investing involve significant risk of loss. All content on this site is for informational purposes only and does not constitute financial advice. Decisions to buy, sell, or hold are best made with the advice of qualified financial professionals. Past performance does not guarantee future results.
Hypothetical or simulated performance results have inherent limitations. Unlike an actual performance record, simulated results do not represent actual trading. Since the trades have not been executed, the results may have under- or over-compensated for the impact of certain market factors, including lack of liquidity. No representation is being made that any account will or is likely to achieve profit or losses similar to those shown.
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