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TheRealPullbackV2 Strategy Performance Results
Description:
This is a TheRealPullbackV2 Strategy for Freqtrade, a Python-based open source crypto trading bot. This strategy is designed to identify pullbacks from an upwards or downwards trend. It combines a variety of technical indicators including the Bollinger Bands (BB), Relative Strength Index (RSI), Commodity Channel Index (CCI), Money Flow Index (MFI), Chaikin Money Flow (CMF), RMI, Stochastic Relative Strength Index (SRSI), Moving Exponential Averages (EMA), and Price Volume Oscillator (PVO).
The strategy uses the Bollinger Bands to identify a potential reversal when the price closes below the lower band. A buy signal is then triggered when the RSI and CCI fall below 20, the MFI falls below 25, the CMF is negative, and the Price Volume Oscillator is above the specified threshold. The position is then closed when the price crosses the mid or upper band of the Bolinger Bands.
Daily Profit
Pairs
Top cryptocurrency trading pairs
| Pair | Buys | Avg Profit % | Cum Profit | Tot Profit Abs | Tot Profit % | Avg Duration | Win | Draw | Loss | Win % |
|---|---|---|---|---|---|---|---|---|---|---|
| SOL/USDT | 3 | 4.88 | 14.65 | 2.780521 | 2.78 | 1:07:00 | 2 | 0 | 1 | 66.67 |
| BNB/USDT | 1 | 4.77 | 4.77 | 0.894008 | 0.89 | 0:55:00 | 1 | 0 | 0 | 100.00 |
| ALGO/USDT | 1 | 0.36 | 0.36 | 0.069706 | 0.07 | 1:20:00 | 1 | 0 | 0 | 100.00 |
| BCH/USDT | 0 | 0.00 | 0.00 | 0.000000 | 0.0 | 0:00 | 0 | 0 | 0 | |
| ETH/USDT | 0 | 0.00 | 0.00 | 0.000000 | 0.0 | 0:00 | 0 | 0 | 0 | |
| ADA/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 | |
| ETC/USDT | 0 | 0.00 | 0.00 | 0.000000 | 0.0 | 0:00 | 0 | 0 | 0 | |
| BTC/USDT | 2 | -0.10 | -0.19 | -0.071718 | -0.07 | 0:50:00 | 1 | 0 | 1 | 50.00 |
| XRP/USDT | 1 | -3.69 | -3.69 | -0.694115 | -0.69 | 0:00:00 | 0 | 0 | 1 | 0.00 |
| LUNA/USDT | 1 | -3.69 | -3.69 | -0.727833 | -0.73 | 1:50:00 | 0 | 0 | 1 | 0.00 |
| LTC/USDT | 2 | -3.69 | -7.38 | -1.419323 | -1.42 | 0:00:00 | 0 | 0 | 2 | 0.00 |
| LINK/USDT | 2 | -3.69 | -7.38 | -1.424941 | -1.42 | 0:00:00 | 0 | 0 | 2 | 0.00 |
| TOTAL | 13 | -0.20 | -2.56 | -0.593695 | -0.59 | 0:42:00 | 5 | 0 | 8 | 38.46 |
- 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 % |
|---|---|---|---|---|---|---|---|---|
| 8 | 0 | 0 | 8 | -3.69 | -29.52 | -5.68917044 | -5.9 | |
| 5 | 5 | 0 | 0 | 5.39 | 26.96 | 5.09547537 | 5.39 |
Summary
A backtesting was performed with a maximum of 5 open trades and an average of 1.08 trades per day. The starting balance was $100 and the final balance was $99.40630493, resulting in an absolute profit of $-0.5936950700000002 and a total profit percentage of -0.005936950700000002. The average stake amount was $19.183487784615384 and the total trade volume was $249.3853412. The best pair was SOL/USDT and the worst pair was LTC/USDT. The maximum balance reached was $99.55546072 and the minimum balance was $95.03866235. 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 | 13 / 1.08 |
| Starting balance | 100 |
| Final balance | 99.40630493 |
| Absolute profit | -0.5936950700000002 |
| Total profit % | -0.005936950700000002 |
| Avg. stake amount | 19.183487784615384 |
| Total trade volume | 249.3853412 |
| Best Pair | SOL/USDT |
| Worst Pair | LTC/USDT |
| Max Balance | 99.55546072 |
| Min Balance | 95.03866235 |
| 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
}