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CombinedBinHClucAndMADV9 Strategy Performance Results
Description:
This freqtrade strategy uses a combination of technical indicators to create a buy and sell signal. Firstly, the populate_buy_trend function looks for conditions such as the close price being greater than the upper band of the bollinger band, volume mean slow being higher than the volume mean slow from 30 periods ago, and the open price minus the close price being lower than the difference between the bollinger band's upper and lower bands. These conditions are all combined with & (AND) operators, meaning they all have to be met in order for the buy signal to be triggered.
The populate_sell_trend looks for a single condition, which is when the close price is at least 1% greater than the bollinger band's middle band and when the volume is greater than 0. If this condition is met, then the sell signal is triggered.
Overall, the strategy relies heavily on the use of the bollinger band and the volume indicators.
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 | 2 | 2.80 | 5.59 | 1.115332 | 1.12 | 0:00:00 | 2 | 0 | 0 | 100.00 |
| ETC/USDT | 4 | 1.23 | 4.93 | 1.013931 | 1.01 | 0:42:00 | 4 | 0 | 0 | 100.00 |
| BTC/USDT | 4 | 1.10 | 4.41 | 0.873011 | 0.87 | 0:51:00 | 4 | 0 | 0 | 100.00 |
| LTC/USDT | 3 | 1.30 | 3.91 | 0.782777 | 0.78 | 0:53:00 | 2 | 0 | 1 | 66.67 |
| ADA/USDT | 3 | 1.01 | 3.04 | 0.619323 | 0.62 | 0:30:00 | 3 | 0 | 0 | 100.00 |
| BCH/USDT | 2 | 1.39 | 2.78 | 0.554977 | 0.55 | 0:25:00 | 2 | 0 | 0 | 100.00 |
| ALGO/USDT | 1 | 1.80 | 1.80 | 0.369619 | 0.37 | 0:20:00 | 1 | 0 | 0 | 100.00 |
| SOL/USDT | 0 | 0.00 | 0.00 | 0.000000 | 0.0 | 0:00 | 0 | 0 | 0 | |
| BNB/USDT | 0 | 0.00 | 0.00 | 0.000000 | 0.0 | 0:00 | 0 | 0 | 0 | |
| XRP/USDT | 0 | 0.00 | 0.00 | 0.000000 | 0.0 | 0:00 | 0 | 0 | 0 | |
| DOT/USDT | 0 | 0.00 | 0.00 | 0.000000 | 0.0 | 0:00 | 0 | 0 | 0 | |
| LUNA/USDT | 2 | 0.01 | 0.01 | -0.001991 | 0.0 | 1:35:00 | 1 | 0 | 1 | 50.00 |
| ETH/USDT | 2 | -0.33 | -0.66 | -0.131620 | -0.13 | 2:15:00 | 1 | 0 | 1 | 50.00 |
| TOTAL | 23 | 1.12 | 25.80 | 5.195360 | 5.2 | 0:50:00 | 20 | 0 | 3 | 86.96 |
- 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 % |
|---|---|---|---|---|---|---|---|---|
| 19 | 19 | 0 | 0 | 1.54 | 29.34 | 5.916227599999999 | 5.87 | |
| 4 | 1 | 0 | 3 | -0.89 | -3.54 | -0.72086761 | -0.71 |
Summary
A backtesting was performed with a maximum of 5 open trades and an average of 1.92 trades per day. The starting balance was $100 and the final balance was $105.19535999, resulting in an absolute profit of $5.195359989999999 and a total profit percentage of 0.051953599899999994. The average stake amount was $20.22436292608696 and the total trade volume was $465.16034730000007. The best pair was LINK/USDT and the worst pair was ETH/USDT. The maximum balance reached was $105.19535999 and the minimum balance was $100.09886752. The market change during this period was -0.03336748620829983.
| 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 | 23 / 1.92 |
| Starting balance | 100 |
| Final balance | 105.19535999 |
| Absolute profit | 5.195359989999999 |
| Total profit % | 0.051953599899999994 |
| Avg. stake amount | 20.22436292608696 |
| Total trade volume | 465.16034730000007 |
| Best Pair | LINK/USDT |
| Worst Pair | ETH/USDT |
| Max Balance | 105.19535999 |
| Min Balance | 100.09886752 |
| Market Change | -0.03336748620829983 |
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
}