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EMA_CROSSOVER_STRATEGY Strategy Performance Results
Description:
This strategy is an EMA Crossover Strategy, which uses three moving average indicators: a 10-period, a 100-period and a 1000-period Exponential Moving Average (EMA). Buy signals are generated when the 10-period EMA crosses above the 100-period EMA and sell signals are generated when the 100-period EMA crosses above the 10-period EMA. This strategy also uses additional indicators, including MACD and RSI, that are used to confirm buy and sell signals. The strategy also makes use of other settings, such as minimal ROI, stop-loss, trailing stop, timeframe, and order types, which help to refine and optimize the trading decisions.
Daily Profit
Pairs
Top cryptocurrency trading pairs
| Pair | Buys | Avg Profit % | Cum Profit | Tot Profit Abs | Tot Profit % | Avg Duration | Win | Draw | Loss | Win % |
|---|---|---|---|---|---|---|---|---|---|---|
| LINK/USDT | 33 | 0.01 | 0.28 | -0.036053 | -0.04 | 1:25:00 | 13 | 0 | 20 | 39.39 |
| ALGO/USDT | 20 | -0.03 | -0.67 | -0.056818 | -0.06 | 1:41:00 | 10 | 0 | 10 | 50.00 |
| ETH/USDT | 25 | -0.11 | -2.75 | -0.543261 | -0.54 | 1:52:00 | 6 | 0 | 19 | 24.00 |
| XRP/USDT | 22 | -0.17 | -3.69 | -0.634890 | -0.63 | 2:05:00 | 6 | 0 | 16 | 27.27 |
| ETC/USDT | 18 | -0.28 | -5.02 | -0.882464 | -0.88 | 1:32:00 | 7 | 0 | 11 | 38.89 |
| BCH/USDT | 28 | -0.20 | -5.47 | -1.005092 | -1.01 | 1:59:00 | 9 | 0 | 19 | 32.14 |
| ADA/USDT | 21 | -0.38 | -8.08 | -1.443941 | -1.44 | 2:08:00 | 5 | 0 | 16 | 23.81 |
| BTC/USDT | 32 | -0.28 | -8.96 | -1.614016 | -1.61 | 2:14:00 | 7 | 0 | 25 | 21.88 |
| LTC/USDT | 26 | -0.35 | -9.09 | -1.695715 | -1.7 | 1:53:00 | 6 | 0 | 20 | 23.08 |
| LUNA/USDT | 19 | -0.56 | -10.55 | -1.830677 | -1.83 | 1:27:00 | 5 | 0 | 14 | 26.32 |
| DOT/USDT | 25 | -0.40 | -10.03 | -1.879643 | -1.88 | 1:33:00 | 7 | 0 | 18 | 28.00 |
| BNB/USDT | 30 | -0.35 | -10.62 | -1.988088 | -1.99 | 2:20:00 | 8 | 0 | 22 | 26.67 |
| SOL/USDT | 23 | -0.56 | -12.94 | -2.354999 | -2.35 | 1:05:00 | 6 | 0 | 17 | 26.09 |
| TOTAL | 322 | -0.27 | -87.59 | -15.965657 | -15.97 | 1:48:00 | 95 | 0 | 227 | 29.50 |
- 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 % |
|---|---|---|---|---|---|---|---|---|
| 228 | 1 | 0 | 227 | -0.86 | -197.03 | -35.57135336 | -39.41 | |
| 90 | 90 | 0 | 0 | 1.2 | 107.7 | 19.320161310000003 | 21.54 | |
| 4 | 4 | 0 | 0 | 0.43 | 1.74 | 0.28553498 | 0.35 |
Summary
A backtesting was performed with a maximum of 5 open trades and an average of 26.83 trades per day. The starting balance was $100 and the final balance was $84.03434293000001, resulting in an absolute profit of $-15.96565707 and a total profit percentage of -0.1596565707. The average stake amount was $18.079866618633538 and the total trade volume was $5821.717051199999. The best pair was LINK/USDT and the worst pair was SOL/USDT. The maximum balance reached was $101.82261859 and the minimum balance was $83.58407195000001. The market change during this period was -0.027604419500472894.
| 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 | 322 / 26.83 |
| Starting balance | 100 |
| Final balance | 84.03434293000001 |
| Absolute profit | -15.96565707 |
| Total profit % | -0.1596565707 |
| Avg. stake amount | 18.079866618633538 |
| Total trade volume | 5821.717051199999 |
| Best Pair | LINK/USDT |
| Worst Pair | SOL/USDT |
| Max Balance | 101.82261859 |
| Min Balance | 83.58407195000001 |
| Market Change | -0.027604419500472894 |
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
}