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EXPERIMENTAL_STRATEGY Strategy Performance Results
Description:
This experimental strategy uses a combination of Technical Analysis indicators to generate signals for entry and exit in a trade, attempting to generate profitability in the markets. The indicators used by this strategy are ADX, MACD, MINUS_DI, PLUS_DI, RSI, STOCHF, BOLLINGER_BANDS, EMA, and SMA. This strategy creates "buy" signals when fastd is below 35, adx is above 30 and plus_di is above 0.5; or, when adx is above 65 and plus_di is above 0.5. It creates "sell" signals when either rsi or fastd crosses above 70, adx is above 10, and minus_di is above 0; or, when adx is above 70 and minus_di is above 0.5.
Daily Profit
Pairs
Top cryptocurrency trading pairs
| Pair | Buys | Avg Profit % | Cum Profit | Tot Profit Abs | Tot Profit % | Avg Duration | Win | Draw | Loss | Win % |
|---|---|---|---|---|---|---|---|---|---|---|
| ETC/USDT | 11 | 0.41 | 4.53 | 0.806314 | 0.81 | 0:33:00 | 7 | 1 | 3 | 63.64 |
| LTC/USDT | 20 | 0.16 | 3.23 | 0.559593 | 0.56 | 0:35:00 | 11 | 0 | 9 | 55.00 |
| DOT/USDT | 24 | -0.12 | -2.96 | -0.522403 | -0.52 | 0:40:00 | 12 | 2 | 10 | 50.00 |
| LUNA/USDT | 26 | -0.12 | -3.07 | -0.545362 | -0.55 | 0:45:00 | 14 | 4 | 8 | 53.85 |
| LINK/USDT | 21 | -0.16 | -3.32 | -0.663486 | -0.66 | 0:43:00 | 12 | 0 | 9 | 57.14 |
| ADA/USDT | 15 | -0.27 | -4.07 | -0.760933 | -0.76 | 0:51:00 | 8 | 1 | 6 | 53.33 |
| BNB/USDT | 23 | -0.22 | -4.99 | -0.890184 | -0.89 | 0:42:00 | 12 | 2 | 9 | 52.17 |
| XRP/USDT | 21 | -0.34 | -7.09 | -1.423731 | -1.42 | 0:28:00 | 12 | 1 | 8 | 57.14 |
| ALGO/USDT | 24 | -0.36 | -8.70 | -1.572553 | -1.57 | 0:54:00 | 8 | 3 | 13 | 33.33 |
| BTC/USDT | 18 | -0.53 | -9.63 | -1.804937 | -1.8 | 0:45:00 | 10 | 0 | 8 | 55.56 |
| BCH/USDT | 21 | -0.49 | -10.37 | -1.990114 | -1.99 | 0:42:00 | 10 | 1 | 10 | 47.62 |
| ETH/USDT | 20 | -0.57 | -11.37 | -2.204481 | -2.2 | 0:37:00 | 12 | 1 | 7 | 60.00 |
| SOL/USDT | 17 | -0.86 | -14.68 | -2.723160 | -2.72 | 0:43:00 | 10 | 2 | 5 | 58.82 |
| TOTAL | 261 | -0.28 | -72.49 | -13.735437 | -13.74 | 0:42:00 | 138 | 18 | 105 | 52.87 |
- Pair: This is the cryptocurrency trading pair that was used for the backtesting.
- Buys: This is the total number of buy orders placed during the backtesting.
- Avg Profit %: This is the average percentage of profit that was made on each buy order.
- Cum Profit: This is the cumulative profit made over all buy orders.
- Tot Profit Abs: This is the total absolute profit made over all buy orders.
- Tot Profit %: This is the total percentage of profit made over all buy orders.
- Avg Duration: This is the average duration of each buy order.
- Win: This is the total number of buy orders that resulted in a win.
- Draw: This is the total number of buy orders that resulted in a draw.
- Loss: This is the total number of buy orders that resulted in a loss.
- Win %: This is the percentage of buy orders that resulted in a win.
Sell Reason
| Sell Reason | Sells | Win | Draws | Loss | Avg Profit % | Cum Profit % | Tot Profit ABS | Tot Profit % |
|---|---|---|---|---|---|---|---|---|
| 215 | 114 | 0 | 101 | -0.24 | -51.57 | -9.388006700000002 | -10.31 | |
| 42 | 24 | 18 | 0 | 0.47 | 19.75 | 3.49287329 | 3.95 | |
| 4 | 0 | 0 | 4 | -10.17 | -40.67 | -7.840303660000001 | -8.13 |
Summary
A backtesting was performed with a maximum of 5 open trades and an average of 21.75 trades per day. The starting balance was $100 and the final balance was $86.26456293, resulting in an absolute profit of $-13.73543707 and a total profit percentage of -0.1373543707. The average stake amount was $17.996208231417626 and the total trade volume was $4697.0103484. The best pair was ETC/USDT and the worst pair was SOL/USDT. The maximum balance reached was $100.00628662 and the minimum balance was $85.93775213. The market change during this period was -0.02114756712873641.
| Metric | Value |
|---|---|
| Backtesting from | 2024-01-01 00:00:00 |
| Backtesting to | 2024-01-13 15:40:00 |
| Max open trades | 5 |
| Total/Daily Avg Trades | 261 / 21.75 |
| Starting balance | 100 |
| Final balance | 86.26456293 |
| Absolute profit | -13.73543707 |
| Total profit % | -0.1373543707 |
| Avg. stake amount | 17.996208231417626 |
| Total trade volume | 4697.0103484 |
| Best Pair | ETC/USDT |
| Worst Pair | SOL/USDT |
| Max Balance | 100.00628662 |
| Min Balance | 85.93775213 |
| Market Change | -0.02114756712873641 |
Config
{
"pairlists": [
{
"method": "StaticPairList"
}
],
"timeframe": "15m",
"tradable_balance_ratio": 0.99,
"fiat_display_currency": "USD",
"stake_amount": "unlimited",
"stake_currency": "USDT",
"amend_last_stake_amount": true,
"exchange": {
"pair_whitelist": [
"BTC/USDT",
"BCH/USDT",
"ETH/USDT",
"LINK/USDT",
"LTC/USDT",
"SOL/USDT",
"BNB/USDT",
"XRP/USDT",
"ADA/USDT",
"DOT/USDT",
"ETC/USDT",
"ALGO/USDT",
"LUNA/USDT"
],
"name": "binance"
},
"dry_run_wallet": 100,
"max_open_trades": 5
}