Strategy Concept
CuanTrade Cloud Path uses Ichimoku Cloud trend structure. It was evaluated on the 4h timeframe across AVAX/USDT:USDT, ADA/USDT:USDT, DOT/USDT:USDT, SOL/USDT:USDT. Positions require agreement from the strategy signals and configured risk filters; Freqtrade manages exits through the configured ROI, stop-loss, trailing-stop, and strategy exit rules.
The backtest for CuanTrade Cloud Path used the strategy’s default entry, exit, leverage, and pair-filter configuration. No additional optimization parameters were loaded for this run.
Universe and Setup
| Item | Value |
|---|
| Strategy tested | CuanTrade Cloud Path |
| Parameter source | Default strategy and settings parameters |
| Timerange | 20230101-20250101 |
| Backtesting from | 2023-01-01 00:00:00 |
| Backtesting to | 2025-01-01 00:00:00 |
| Timeframe | 4h |
| Detail timeframe | 30m |
| Trading mode | futures / isolated |
| Max open trades | 3 active, setting 3 |
| Stake amount | unlimited |
| Stake currency | USDT |
| Pairlist | AVAX/USDT:USDT, ADA/USDT:USDT, DOT/USDT:USDT, SOL/USDT:USDT |
Backtest Summary
| Metric | Value |
|---|
| Starting balance | 1000.000 USDT |
| Final balance | 14085.145 USDT |
| Absolute profit | 13085.145 USDT |
| Total return | +1308.51% |
| CAGR | +274.62% |
| Market change | +585.66% |
| Total trades | 180 |
| Trades per day | 0.25 |
| Total volume | 573118.783 USDT |
| Average stake | 1563.602 USDT |
| Backtest days | 731 |
| Metric | Value |
|---|
| Long / short trades | 84 / 96 |
| Long / short profit | +1102.41% / +206.10% |
| Wins / draws / losses | 82 / 0 / 98 |
| Win rate | 45.56% |
| Avg profit per trade | +6.45% |
| Median profit per trade | -1.20% |
| Profit factor | 2.582 |
| Expectancy | 72.695 (0.861) |
| Sharpe | 0.801 |
| Sortino | 4.050 |
| Calmar | 192.300 |
| SQN | 2.278 |
Risk and Drawdown
| Metric | Value |
|---|
| Max account underwater | 17.78% |
| Absolute drawdown | 1471.324 USDT |
| Drawdown duration | 70 days 04:00:00 |
| Drawdown start | 2024-08-28 00:00:00 |
| Drawdown end | 2024-11-06 04:00:00 |
| Best pair | ADA/USDT:USDT +532.65% |
| Worst pair | AVAX/USDT:USDT +220.08% |
| Best day | 4889.048 USDT |
| Worst day | -497.190 USDT |
| Winning / draw / losing days | 66 / 576 / 72 |
| Max consecutive wins / losses | 5 / 9 |
| Rejected entry signals | 4736 |
| Entry / exit timeouts | 0 / 0 |
Backtest Parameters
| Parameter | Value |
|---|
| Stoploss | -0.250 |
| Trailing stop | no |
| Trailing stop positive | 0.000 |
| Trailing stop positive offset | 0.000 |
| Trailing only offset reached | no |
| Use custom stoploss | no |
| Minimal ROI | {} |
| Use exit signal | yes |
| Exit profit only | no |
| Exit profit offset | 0.000 |
| Ignore ROI if entry signal | no |
| Protections enabled | no |
Results by Pair
| Item | Trades | Avg Profit | Profit | Profit % | Avg Duration | W/D/L | Win % |
|---|
| ADA/USDT:USDT | 61 | +5.26% | 5326.546 USDT | +532.65% | 8 days, 11:13:00 | 30/0/31 | 49.18% |
| DOT/USDT:USDT | 41 | +3.43% | 2973.310 USDT | +297.33% | 7 days, 21:40:00 | 19/0/22 | 46.34% |
| SOL/USDT:USDT | 35 | +13.12% | 2584.451 USDT | +258.45% | 16 days, 19:39:00 | 13/0/22 | 37.14% |
| AVAX/USDT:USDT | 43 | +5.61% | 2200.837 USDT | +220.08% | 12 days, 6:53:00 | 20/0/23 | 46.51% |
| TOTAL | 180 | +6.45% | 13085.145 USDT | +1308.51% | 10 days, 21:00:00 | 82/0/98 | 45.56% |
Results by Exit Reason
| Item | Trades | Avg Profit | Profit | Profit % | Avg Duration | W/D/L | Win % |
|---|
| exit_signal | 176 | +6.62% | 12679.445 USDT | +1267.94% | 10 days, 22:31:00 | 80/0/96 | 45.45% |
| force_exit | 3 | +7.04% | 902.889 USDT | +90.29% | 10 days, 8:00:00 | 2/0/1 | 66.67% |
| stop_loss | 1 | -25.26% | -497.190 USDT | -49.72% | 1 day, 8:00:00 | 0/0/1 | 0.00% |
| TOTAL | 180 | +6.45% | 13085.145 USDT | +1308.51% | 10 days, 21:00:00 | 82/0/98 | 45.56% |
Results by Entry Tag
| Item | Trades | Avg Profit | Profit | Profit % | Avg Duration | W/D/L | Win % |
|---|
| OTHER | 180 | +6.45% | 13085.145 USDT | +1308.51% | 10 days, 21:00:00 | 82/0/98 | 45.56% |
| TOTAL | 180 | +6.45% | 13085.145 USDT | +1308.51% | 10 days, 21:00:00 | 82/0/98 | 45.56% |
Results by Mixed Tag
| Item | Trades | Avg Profit | Profit | Profit % | Avg Duration | W/D/L | Win % |
|---|
| OTHER / exit_signal | 176 | +6.62% | 12679.445 USDT | +1267.94% | 10 days, 22:31:00 | 80/0/96 | 45.45% |
| OTHER / force_exit | 3 | +7.04% | 902.889 USDT | +90.29% | 10 days, 8:00:00 | 2/0/1 | 66.67% |
| OTHER / stop_loss | 1 | -25.26% | -497.190 USDT | -49.72% | 1 day, 8:00:00 | 0/0/1 | 0.00% |
| TOTAL | 180 | +6.45% | 13085.145 USDT | +1308.51% | 10 days, 21:00:00 | 82/0/98 | 45.56% |
Left Open Trades
| Item | Trades | Avg Profit | Profit | Profit % | Avg Duration | W/D/L | Win % |
|---|
| AVAX/USDT:USDT | 1 | +24.14% | 1008.500 USDT | +100.85% | 13 days, 20:00:00 | 1/0/0 | 100.00% |
| ADA/USDT:USDT | 1 | +4.62% | 200.949 USDT | +20.09% | 5 days, 16:00:00 | 1/0/0 | 100.00% |
| SOL/USDT:USDT | 1 | -7.64% | -306.560 USDT | -30.66% | 11 days, 12:00:00 | 0/0/1 | 0.00% |
| TOTAL | 3 | +7.04% | 902.889 USDT | +90.29% | 10 days, 8:00:00 | 2/0/1 | 66.67% |
Monthly Breakdown
| Month | Trades | Profit | Profit % | Profit Factor | W/D/L |
|---|
| 31/01/2023 | 1 | 90.131 USDT | +9.01% | 0.00 | 1/0/0 |
| 28/02/2023 | 11 | 376.777 USDT | +37.68% | 4.12 | 4/0/7 |
| 31/03/2023 | 6 | 83.498 USDT | +8.35% | 2.08 | 4/0/2 |
| 30/04/2023 | 7 | 29.031 USDT | +2.90% | 1.27 | 4/0/3 |
| 31/05/2023 | 9 | -60.067 USDT | -6.01% | 0.64 | 3/0/6 |
| 30/06/2023 | 10 | -10.752 USDT | -1.08% | 0.94 | 3/0/7 |
| 31/07/2023 | 7 | 256.286 USDT | +25.63% | 4.38 | 5/0/2 |
| 31/08/2023 | 6 | -19.454 USDT | -1.95% | 0.74 | 3/0/3 |
| 30/09/2023 | 8 | 196.919 USDT | +19.69% | 3.94 | 4/0/4 |
| 31/10/2023 | 5 | 99.247 USDT | +9.92% | 3.36 | 3/0/2 |
| 30/11/2023 | 5 | 687.089 USDT | +68.71% | 4.86 | 2/0/3 |
| 31/12/2023 | 5 | 3303.741 USDT | +330.37% | 31.97 | 4/0/1 |
| 31/01/2024 | 10 | -624.706 USDT | -62.47% | 0.38 | 4/0/6 |
| 29/02/2024 | 6 | 90.031 USDT | +9.00% | 1.41 | 3/0/3 |
| 31/03/2024 | 4 | 331.732 USDT | +33.17% | 3.26 | 3/0/1 |
| 30/04/2024 | 8 | 1643.993 USDT | +164.40% | 5.09 | 6/0/2 |
| 31/05/2024 | 11 | -193.416 USDT | -19.34% | 0.63 | 3/0/8 |
| 30/06/2024 | 7 | 445.862 USDT | +44.59% | 2.39 | 2/0/5 |
| 31/07/2024 | 10 | -802.549 USDT | -80.25% | 0.23 | 3/0/7 |
| 31/08/2024 | 10 | 1115.374 USDT | +111.54% | 2.64 | 6/0/4 |
| 30/09/2024 | 8 | -142.041 USDT | -14.20% | 0.72 | 3/0/5 |
| 31/10/2024 | 11 | -954.979 USDT | -95.50% | 0.02 | 1/0/10 |
| 30/11/2024 | 6 | 1357.814 USDT | +135.78% | 4.96 | 3/0/3 |
| 31/12/2024 | 6 | 4882.695 USDT | +488.27% | 9.38 | 3/0/3 |
| 31/01/2025 | 3 | 902.889 USDT | +90.29% | 3.95 | 2/0/1 |
Interpretation Notes
The backtest shown on this page uses the default parameters from the strategy and pair-optimized settings, without additional optimization parameters. Return, drawdown, and risk-adjusted metrics should be treated as historical research results for the stated timerange and universe, not as a guarantee of live performance.
