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BigZ03HO Strategy Performance Results
Description:
This freqtrade strategy uses multiple conditions to generate buy and sell signals for a crypto trading bot. The buy conditions included are based on parameters related to the Moving Average Convergence Divergence (MACD) indicator, Relative Strength Index (RSI), and Bollinger Bands. This strategy is also capable of monitoring a crypto asset's volume and keeping track of mean volume levels in order to ensure that a potential buy signal isn't affected by abnormally high volume. Additionally, this strategy takes into account the recent price patterns in order to determine whether or not a buy signal should be generated, such as making sure that recent price candles are open higher and close lower than the previous candle. By combining these indicators and technical analysis tools, this freqtrade strategy is able to generate reliable buy and sell signals for a crypto trading bot.
Daily Profit
Pairs
Top cryptocurrency trading pairs
| Pair | Buys | Avg Profit % | Cum Profit | Tot Profit Abs | Tot Profit % | Avg Duration | Win | Draw | Loss | Win % |
|---|---|---|---|---|---|---|---|---|---|---|
| BCH/USDT | 15 | 0.54 | 8.11 | 1.559402 | 1.56 | 3:44:00 | 13 | 0 | 2 | 86.67 |
| SOL/USDT | 21 | 0.36 | 7.61 | 1.500097 | 1.5 | 2:53:00 | 19 | 0 | 2 | 90.48 |
| ETH/USDT | 8 | 0.60 | 4.77 | 0.925656 | 0.93 | 21:41:00 | 7 | 0 | 1 | 87.50 |
| DOT/USDT | 12 | 0.11 | 1.38 | 0.287876 | 0.29 | 2:58:00 | 10 | 0 | 2 | 83.33 |
| BTC/USDT | 7 | 0.12 | 0.86 | 0.150859 | 0.15 | 8:55:00 | 6 | 0 | 1 | 85.71 |
| LTC/USDT | 18 | -0.03 | -0.49 | -0.131708 | -0.13 | 2:49:00 | 15 | 0 | 3 | 83.33 |
| ETC/USDT | 3 | -0.66 | -1.97 | -0.395747 | -0.4 | 3:05:00 | 2 | 0 | 1 | 66.67 |
| XRP/USDT | 8 | -0.35 | -2.81 | -0.548180 | -0.55 | 7:33:00 | 6 | 0 | 2 | 75.00 |
| ALGO/USDT | 12 | -0.21 | -2.51 | -0.556269 | -0.56 | 12:43:00 | 9 | 0 | 3 | 75.00 |
| ADA/USDT | 7 | -0.41 | -2.87 | -0.604548 | -0.6 | 1 day, 7:46:00 | 5 | 0 | 2 | 71.43 |
| BNB/USDT | 7 | -0.53 | -3.71 | -0.794176 | -0.79 | 1 day, 1:49:00 | 4 | 0 | 3 | 57.14 |
| LINK/USDT | 12 | -0.52 | -6.27 | -1.311970 | -1.31 | 19:06:00 | 7 | 0 | 5 | 58.33 |
| LUNA/USDT | 10 | -0.67 | -6.68 | -1.315543 | -1.32 | 3:15:00 | 7 | 0 | 3 | 70.00 |
| TOTAL | 140 | -0.03 | -4.57 | -1.234249 | -1.23 | 9:28:00 | 110 | 0 | 30 | 78.57 |
- 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 % |
|---|---|---|---|---|---|---|---|---|
| 108 | 108 | 0 | 0 | 0.9 | 97.43 | 19.292450720000005 | 19.49 | |
| 27 | 0 | 0 | 27 | -3.64 | -98.27 | -19.77294336 | -19.65 | |
| 5 | 2 | 0 | 3 | -0.75 | -3.73 | -0.75375671 | -0.75 |
Summary
A backtesting was performed with a maximum of 5 open trades and an average of 11.67 trades per day. The starting balance was $100 and the final balance was $98.76575065, resulting in an absolute profit of $-1.2342493499999996 and a total profit percentage of -0.012342493499999996. The average stake amount was $19.84918045142857 and the total trade volume was $2778.8852632. The best pair was BCH/USDT and the worst pair was LUNA/USDT. The maximum balance reached was $104.86999968 and the minimum balance was $98.43734189. 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 | 140 / 11.67 |
| Starting balance | 100 |
| Final balance | 98.76575065 |
| Absolute profit | -1.2342493499999996 |
| Total profit % | -0.012342493499999996 |
| Avg. stake amount | 19.84918045142857 |
| Total trade volume | 2778.8852632 |
| Best Pair | BCH/USDT |
| Worst Pair | LUNA/USDT |
| Max Balance | 104.86999968 |
| Min Balance | 98.43734189 |
| 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
}