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EMABBRSI Strategy Performance Results
Description:
This Freqtrade strategy uses the EMA(Exponential Moving Average) and RSI(Relative Strength Indicator) technical indicators. It is designed to identify support and resistance levels in the market and trade when those levels are breached. It uses a variation of the Bollinger Bands to find buy and sell signals, as well as a couple of moving averages to determine trend direction. This strategy also has an accompanying stop loss to protect your capital in case of unexpected market movements. Additionally, it can be optimized to give varying returns based on different market conditions.
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 | 26 | 0.17 | 4.35 | 0.484241 | 0.48 | 2:28:00 | 13 | 4 | 9 | 50.00 |
| ETH/USDT | 19 | -0.10 | -1.85 | -0.325818 | -0.33 | 2:41:00 | 4 | 9 | 6 | 21.05 |
| XRP/USDT | 28 | -0.15 | -4.08 | -0.687928 | -0.69 | 2:27:00 | 8 | 13 | 7 | 28.57 |
| ALGO/USDT | 18 | -0.32 | -5.75 | -0.889877 | -0.89 | 2:42:00 | 5 | 7 | 6 | 27.78 |
| BCH/USDT | 31 | -0.16 | -4.87 | -0.943408 | -0.94 | 2:50:00 | 10 | 14 | 7 | 32.26 |
| LUNA/USDT | 18 | -0.37 | -6.70 | -1.216663 | -1.22 | 2:59:00 | 4 | 8 | 6 | 22.22 |
| DOT/USDT | 29 | -0.31 | -8.98 | -1.534453 | -1.53 | 2:29:00 | 9 | 12 | 8 | 31.03 |
| BTC/USDT | 30 | -0.36 | -10.89 | -1.766103 | -1.77 | 2:30:00 | 6 | 18 | 6 | 20.00 |
| ADA/USDT | 26 | -0.40 | -10.46 | -1.836788 | -1.84 | 2:44:00 | 5 | 14 | 7 | 19.23 |
| BNB/USDT | 36 | -0.31 | -11.30 | -1.850349 | -1.85 | 3:22:00 | 9 | 17 | 10 | 25.00 |
| LINK/USDT | 29 | -0.54 | -15.70 | -2.758981 | -2.76 | 2:45:00 | 8 | 10 | 11 | 27.59 |
| LTC/USDT | 22 | -0.77 | -16.98 | -3.439610 | -3.44 | 1:53:00 | 9 | 9 | 4 | 40.91 |
| SOL/USDT | 21 | -1.22 | -25.62 | -4.968908 | -4.97 | 6:30:00 | 8 | 7 | 6 | 38.10 |
| TOTAL | 333 | -0.36 | -118.82 | -21.734644 | -21.73 | 2:55:00 | 98 | 142 | 93 | 29.43 |
- 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 % |
|---|---|---|---|---|---|---|---|---|
| 240 | 98 | 142 | 0 | 0.33 | 80.03 | 13.349055790000001 | 16.01 | |
| 87 | 0 | 0 | 87 | -1.58 | -137.27 | -23.764390529999996 | -27.45 | |
| 4 | 0 | 0 | 4 | -5.32 | -21.27 | -3.46182081 | -4.25 | |
| 2 | 0 | 0 | 2 | -20.15 | -40.3 | -7.85748849 | -8.06 |
Summary
A backtesting was performed with a maximum of 5 open trades and an average of 27.75 trades per day. The starting balance was $100 and the final balance was $78.26535596000001, resulting in an absolute profit of $-21.73464404 and a total profit percentage of -0.21734644039999998. The average stake amount was $17.03356924024024 and the total trade volume was $5672.178557. The best pair was ETC/USDT and the worst pair was SOL/USDT. The maximum balance reached was $101.34716028 and the minimum balance was $78.26535596000001. 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 | 333 / 27.75 |
| Starting balance | 100 |
| Final balance | 78.26535596000001 |
| Absolute profit | -21.73464404 |
| Total profit % | -0.21734644039999998 |
| Avg. stake amount | 17.03356924024024 |
| Total trade volume | 5672.178557 |
| Best Pair | ETC/USDT |
| Worst Pair | SOL/USDT |
| Max Balance | 101.34716028 |
| Min Balance | 78.26535596000001 |
| 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
}