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PRICEFOLLOWINGX Strategy Performance Results
Description:
This freqtrade strategy is a pricefollowingX that uses a combination of indicators to identify buy and sell signals. The main indicators used are: the Relative Strength Index (RSI), the Exponential Moving Average (EMA) and the Heikin-Ashi chart (HAC). In addition to these, it also implements a Bollinger Band (BB) indicator, a MACD and a Chaikin A/D oscillator for added precision.
The strategy looks for buy signals when the EMA crosses above the RSI and the Heikin-Ashi candlestick closes above its moving average. Conversely, it looks for sell signals when the EMA crosses below the RSI and the Heikin-Ashi candlestick closes below its moving average.
Furthermore, the strategy is a trailing one and uses additional protections such as the Max Drawdown, StoplossGuard and Low Profit Pairs so users can limit their losses and maximize their profits on every trade.
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 | 1.50 | 3.00 | 0.595703 | 0.6 | 19:15:00 | 2 | 0 | 0 | 100.00 |
| BNB/USDT | 1 | 1.50 | 1.50 | 0.299892 | 0.3 | 1 day, 9:00:00 | 1 | 0 | 0 | 100.00 |
| LTC/USDT | 1 | 1.50 | 1.50 | 0.296813 | 0.3 | 10 days, 4:00:00 | 1 | 0 | 0 | 100.00 |
| SOL/USDT | 1 | 1.50 | 1.50 | 0.282863 | 0.28 | 6:30:00 | 1 | 0 | 0 | 100.00 |
| ETC/USDT | 2 | 0.58 | 1.16 | 0.232461 | 0.23 | 7:08:00 | 1 | 0 | 1 | 50.00 |
| 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 | |
| DOT/USDT | 0 | 0.00 | 0.00 | 0.000000 | 0.0 | 0:00 | 0 | 0 | 0 | |
| LUNA/USDT | 0 | 0.00 | 0.00 | 0.000000 | 0.0 | 0:00 | 0 | 0 | 0 | |
| ALGO/USDT | 2 | -1.40 | -2.80 | -0.564512 | -0.56 | 19:15:00 | 1 | 0 | 1 | 50.00 |
| BTC/USDT | 2 | -1.77 | -3.53 | -0.708266 | -0.71 | 15:45:00 | 1 | 0 | 1 | 50.00 |
| XRP/USDT | 1 | -9.10 | -9.10 | -1.779524 | -1.78 | 11 days, 9:30:00 | 0 | 0 | 1 | 0.00 |
| ADA/USDT | 1 | -12.07 | -12.07 | -2.389349 | -2.39 | 11 days, 9:45:00 | 0 | 0 | 1 | 0.00 |
| TOTAL | 13 | -1.45 | -18.85 | -3.733920 | -3.73 | 3 days, 1:21:00 | 8 | 0 | 5 | 61.54 |
- 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 | 8 | 0 | 0 | 1.5 | 11.99 | 2.3715357999999997 | 2.4 | |
| 5 | 0 | 0 | 5 | -6.17 | -30.84 | -6.105455409999999 | -6.17 |
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 $96.26608039, resulting in an absolute profit of $-3.7339196100000005 and a total profit percentage of -0.037339196100000006. The average stake amount was $19.807398646153846 and the total trade volume was $257.4961824. The best pair was LINK/USDT and the worst pair was ADA/USDT. The maximum balance reached was $102.3715358 and the minimum balance was $96.26608039. The market change during this period was -0.03523636921251221.
| Metric | Value |
|---|---|
| Backtesting from | 2024-01-01 00:00:00 |
| Backtesting to | 2024-01-13 15:30:00 |
| Max open trades | 5 |
| Total/Daily Avg Trades | 13 / 1.08 |
| Starting balance | 100 |
| Final balance | 96.26608039 |
| Absolute profit | -3.7339196100000005 |
| Total profit % | -0.037339196100000006 |
| Avg. stake amount | 19.807398646153846 |
| Total trade volume | 257.4961824 |
| Best Pair | LINK/USDT |
| Worst Pair | ADA/USDT |
| Max Balance | 102.3715358 |
| Min Balance | 96.26608039 |
| Market Change | -0.03523636921251221 |
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
}