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bbema Strategy Performance Results
Description:
This Freqtrade strategy utilizes a combination of Bollinger Bands, Exponential Moving Averages (EMA) over 10 and 50 periods and a buy/sell indicator. Using these indicators, the strategy creates buy and sell signals when the EMA10 is above the EMA50 and vice-versa. The Stop-Loss is set to -10%. This strategy is designed for a 1-hour time interval. This strategy also uses a minimal ROI of 0.2%.
Daily Profit
Pairs
Top cryptocurrency trading pairs
| Pair | Buys | Avg Profit % | Cum Profit | Tot Profit Abs | Tot Profit % | Avg Duration | Win | Draw | Loss | Win % |
|---|---|---|---|---|---|---|---|---|---|---|
| LUNA/USDT | 20 | 0.50 | 9.95 | 1.678965 | 1.68 | 3:36:00 | 6 | 0 | 14 | 30.00 |
| ETH/USDT | 32 | 0.18 | 5.76 | 1.000892 | 1.0 | 3:34:00 | 10 | 0 | 22 | 31.25 |
| ETC/USDT | 22 | 0.19 | 4.23 | 0.537746 | 0.54 | 2:25:00 | 3 | 0 | 19 | 13.64 |
| BCH/USDT | 25 | -0.02 | -0.46 | -0.216567 | -0.22 | 2:51:00 | 3 | 0 | 22 | 12.00 |
| ADA/USDT | 20 | -0.08 | -1.60 | -0.249002 | -0.25 | 2:58:00 | 4 | 0 | 16 | 20.00 |
| DOT/USDT | 24 | -0.07 | -1.73 | -0.403661 | -0.4 | 3:29:00 | 6 | 0 | 18 | 25.00 |
| LTC/USDT | 40 | -0.16 | -6.58 | -1.231999 | -1.23 | 3:08:00 | 10 | 0 | 30 | 25.00 |
| ALGO/USDT | 17 | -0.53 | -9.06 | -1.674005 | -1.67 | 1:24:00 | 2 | 0 | 15 | 11.76 |
| LINK/USDT | 35 | -0.26 | -9.08 | -1.713121 | -1.71 | 2:29:00 | 10 | 0 | 25 | 28.57 |
| BNB/USDT | 27 | -0.37 | -9.93 | -1.859428 | -1.86 | 2:21:00 | 4 | 0 | 23 | 14.81 |
| XRP/USDT | 24 | -0.51 | -12.18 | -2.183410 | -2.18 | 2:11:00 | 5 | 0 | 19 | 20.83 |
| BTC/USDT | 29 | -0.41 | -11.97 | -2.216868 | -2.22 | 2:41:00 | 7 | 0 | 22 | 24.14 |
| SOL/USDT | 26 | -0.51 | -13.22 | -2.412458 | -2.41 | 2:13:00 | 4 | 0 | 22 | 15.38 |
| TOTAL | 341 | -0.16 | -55.86 | -10.942917 | -10.94 | 2:46:00 | 74 | 0 | 267 | 21.70 |
- 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 % |
|---|---|---|---|---|---|---|---|---|
| 335 | 68 | 0 | 267 | -0.24 | -78.78 | -14.853324740000001 | -15.76 | |
| 5 | 5 | 0 | 0 | 0.59 | 2.93 | 0.51182794 | 0.59 | |
| 1 | 1 | 0 | 0 | 19.98 | 19.98 | 3.39858 | 4.0 |
Summary
A backtesting was performed with a maximum of 5 open trades and an average of 28.42 trades per day. The starting balance was $100 and the final balance was $89.0570832, resulting in an absolute profit of $-10.942916800000003 and a total profit percentage of -0.10942916800000002. The average stake amount was $18.31698839560117 and the total trade volume was $6246.0930429. The best pair was LUNA/USDT and the worst pair was SOL/USDT. The maximum balance reached was $102.5335855 and the minimum balance was $86.32421628. 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 | 341 / 28.42 |
| Starting balance | 100 |
| Final balance | 89.0570832 |
| Absolute profit | -10.942916800000003 |
| Total profit % | -0.10942916800000002 |
| Avg. stake amount | 18.31698839560117 |
| Total trade volume | 6246.0930429 |
| Best Pair | LUNA/USDT |
| Worst Pair | SOL/USDT |
| Max Balance | 102.5335855 |
| Min Balance | 86.32421628 |
| 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
}