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BB_Strategy04 Strategy Performance Results
Description:
This BB_Strategy04 strategy from Freqtrade is a trend-following strategy that uses Bollinger Bands and RSI indicators. Specifically, the strategy looks to buy when the price of a cryptocurrency breaks downward out of the lower band of Bollinger Bands (bb_lowerband2) and is further away from the bb_lowerband2 than the specified stoploss level (-0.32530922906811843). Conversely, the strategy looks to sell when the price of a cryptocurrency breaks upward out of the upper band of Bollinger Bands (bb_upperband2). Additionally, traders can adjust the ROI and the plot colors, amongst other customizable features.
Daily Profit
Pairs
Top cryptocurrency trading pairs
| Pair | Buys | Avg Profit % | Cum Profit | Tot Profit Abs | Tot Profit % | Avg Duration | Win | Draw | Loss | Win % |
|---|---|---|---|---|---|---|---|---|---|---|
| XRP/USDT | 10 | 0.61 | 6.07 | 1.077714 | 1.08 | 7:18:00 | 8 | 0 | 2 | 80.00 |
| LINK/USDT | 8 | 0.28 | 2.23 | 0.419878 | 0.42 | 10:22:00 | 5 | 0 | 3 | 62.50 |
| ETC/USDT | 5 | -0.65 | -3.27 | -0.614906 | -0.61 | 10:01:00 | 2 | 0 | 3 | 40.00 |
| LUNA/USDT | 8 | -0.46 | -3.69 | -0.747375 | -0.75 | 9:24:00 | 4 | 0 | 4 | 50.00 |
| ETH/USDT | 8 | -0.65 | -5.18 | -1.032156 | -1.03 | 8:22:00 | 5 | 0 | 3 | 62.50 |
| ALGO/USDT | 9 | -0.70 | -6.27 | -1.125207 | -1.13 | 11:20:00 | 5 | 0 | 4 | 55.56 |
| BNB/USDT | 8 | -0.78 | -6.23 | -1.129476 | -1.13 | 12:30:00 | 1 | 0 | 7 | 12.50 |
| ADA/USDT | 5 | -1.36 | -6.79 | -1.239445 | -1.24 | 12:04:00 | 3 | 0 | 2 | 60.00 |
| BCH/USDT | 6 | -1.23 | -7.39 | -1.338304 | -1.34 | 12:06:00 | 4 | 0 | 2 | 66.67 |
| SOL/USDT | 6 | -1.32 | -7.92 | -1.498265 | -1.5 | 12:55:00 | 3 | 0 | 3 | 50.00 |
| BTC/USDT | 6 | -1.61 | -9.69 | -1.808072 | -1.81 | 12:22:00 | 3 | 0 | 3 | 50.00 |
| DOT/USDT | 6 | -1.72 | -10.33 | -2.026988 | -2.03 | 13:58:00 | 2 | 0 | 4 | 33.33 |
| LTC/USDT | 7 | -1.50 | -10.47 | -2.077084 | -2.08 | 12:17:00 | 4 | 0 | 3 | 57.14 |
| TOTAL | 92 | -0.75 | -68.92 | -13.139685 | -13.14 | 10:55:00 | 49 | 0 | 43 | 53.26 |
- 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 % |
|---|---|---|---|---|---|---|---|---|
| 89 | 48 | 0 | 41 | -0.68 | -60.56 | -11.62706559 | -12.11 | |
| 3 | 1 | 0 | 2 | -2.79 | -8.36 | -1.5126197000000001 | -1.67 |
Summary
A backtesting was performed with a maximum of 5 open trades and an average of 7.67 trades per day. The starting balance was $100 and the final balance was $86.86031471, resulting in an absolute profit of $-13.13968529 and a total profit percentage of -0.1313968529. The average stake amount was $18.472596504347823 and the total trade volume was $1699.4788783999998. The best pair was XRP/USDT and the worst pair was LTC/USDT. The maximum balance reached was $101.84539233 and the minimum balance was $86.86031471. 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 | 92 / 7.67 |
| Starting balance | 100 |
| Final balance | 86.86031471 |
| Absolute profit | -13.13968529 |
| Total profit % | -0.1313968529 |
| Avg. stake amount | 18.472596504347823 |
| Total trade volume | 1699.4788783999998 |
| Best Pair | XRP/USDT |
| Worst Pair | LTC/USDT |
| Max Balance | 101.84539233 |
| Min Balance | 86.86031471 |
| 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
}