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Scalp Strategy Performance Results
Description:
The `Scalp` strategy is a trend-following scalping strategy. It uses the exponential moving average (EMA), Stochastic oscillator (STOCHF), ADX, and Bollinger Bands (BB) indicators to take buy and sell decisions. The strategy looks to enter a trade when the price is below the EMA and the stochastic is below 30, and looks to exit the trade when the price moves above the EMA or when the Stochastic crosses above 70.
This strategy is designed for short-term trades and is perfect for those who want to take advantage of market movements. It takes advantage of price momentum and can help traders capture quick profits in volatile market conditions. The minimal ROI is set at 0.01, and the Stop Loss is set at -0.04. Trading timeframes can be set from 1m, 5m, 15m, 1h and 4h.
Daily Profit
Pairs
Top cryptocurrency trading pairs
| Pair | Buys | Avg Profit % | Cum Profit | Tot Profit Abs | Tot Profit % | Avg Duration | Win | Draw | Loss | Win % |
|---|---|---|---|---|---|---|---|---|---|---|
| LTC/USDT | 95 | -0.20 | -18.94 | -2.732379 | -2.73 | 0:06:00 | 13 | 0 | 82 | 13.68 |
| XRP/USDT | 110 | -0.19 | -20.85 | -2.978467 | -2.98 | 0:05:00 | 9 | 0 | 101 | 8.18 |
| BCH/USDT | 99 | -0.21 | -20.32 | -3.039727 | -3.04 | 0:06:00 | 22 | 0 | 77 | 22.22 |
| DOT/USDT | 114 | -0.19 | -21.79 | -3.167506 | -3.17 | 0:06:00 | 27 | 0 | 87 | 23.68 |
| ETC/USDT | 85 | -0.23 | -19.88 | -3.168111 | -3.17 | 0:05:00 | 19 | 0 | 66 | 22.35 |
| BTC/USDT | 107 | -0.20 | -21.46 | -3.244370 | -3.24 | 0:05:00 | 16 | 0 | 91 | 14.95 |
| BNB/USDT | 107 | -0.21 | -22.28 | -3.297871 | -3.3 | 0:06:00 | 15 | 0 | 92 | 14.02 |
| SOL/USDT | 96 | -0.25 | -23.94 | -3.374614 | -3.37 | 0:06:00 | 33 | 0 | 63 | 34.38 |
| LUNA/USDT | 104 | -0.21 | -21.83 | -3.400508 | -3.4 | 0:06:00 | 23 | 0 | 81 | 22.12 |
| LINK/USDT | 117 | -0.20 | -23.19 | -3.436813 | -3.44 | 0:06:00 | 24 | 0 | 93 | 20.51 |
| ALGO/USDT | 98 | -0.22 | -21.83 | -3.524958 | -3.52 | 0:06:00 | 35 | 0 | 63 | 35.71 |
| ADA/USDT | 93 | -0.29 | -26.64 | -3.920327 | -3.92 | 0:06:00 | 17 | 0 | 76 | 18.28 |
| ETH/USDT | 133 | -0.21 | -27.86 | -4.347997 | -4.35 | 0:05:00 | 13 | 0 | 120 | 9.77 |
| TOTAL | 1358 | -0.21 | -290.80 | -43.633649 | -43.63 | 0:06:00 | 266 | 0 | 1092 | 19.59 |
- 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 % |
|---|---|---|---|---|---|---|---|---|
| 1336 | 255 | 0 | 1081 | -0.19 | -259.79 | -38.453513640000004 | -51.96 | |
| 11 | 11 | 0 | 0 | 1.0 | 10.99 | 1.7736105400000002 | 2.2 | |
| 10 | 0 | 0 | 10 | -4.18 | -41.78 | -6.930096700000001 | -8.36 | |
| 1 | 0 | 0 | 1 | -0.21 | -0.21 | -0.02364912 | -0.04 |
Summary
A backtesting was performed with a maximum of 5 open trades and an average of 113.17 trades per day. The starting balance was $100 and the final balance was $56.366351080000044, resulting in an absolute profit of $-43.63364892 and a total profit percentage of -0.4363364892. The average stake amount was $15.06743263490427 and the total trade volume was $20461.5735182. The best pair was LTC/USDT and the worst pair was ETH/USDT. The maximum balance reached was $99.960562 and the minimum balance was $56.366351080000044. The market change during this period was -0.018861146831135437.
| Metric | Value |
|---|---|
| Backtesting from | 2024-01-01 00:00:00 |
| Backtesting to | 2024-01-13 15:48:00 |
| Max open trades | 5 |
| Total/Daily Avg Trades | 1358 / 113.17 |
| Starting balance | 100 |
| Final balance | 56.366351080000044 |
| Absolute profit | -43.63364892 |
| Total profit % | -0.4363364892 |
| Avg. stake amount | 15.06743263490427 |
| Total trade volume | 20461.5735182 |
| Best Pair | LTC/USDT |
| Worst Pair | ETH/USDT |
| Max Balance | 99.960562 |
| Min Balance | 56.366351080000044 |
| Market Change | -0.018861146831135437 |
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
}