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PumpDetector Strategy Performance Results
Description:
This strategy is based on a modified version of the XSA (Expo-Smoothed Average) indicator. It combines the XSA with other indicators including EMA, RSV and KDJ for an effective buy and sell signal. The EMA helps to identify the trend, and RSV and KDJ are used to indicate overbought and oversold conditions. The signals are used to identify entry points into the market with buy signals indicated when the XSA crosses above 0, and sell signals indicated when the KDJ crosses below the XSA and the XSA is above 50. The strategy also uses a stoploss set at -0.99 to stop out of positions when the market conditions turn unfavorable.
Daily Profit
Pairs
Top cryptocurrency trading pairs
| Pair | Buys | Avg Profit % | Cum Profit | Tot Profit Abs | Tot Profit % | Avg Duration | Win | Draw | Loss | Win % |
|---|---|---|---|---|---|---|---|---|---|---|
| ETC/USDT | 22 | 0.05 | 1.04 | 0.051929 | 0.05 | 1:56:00 | 12 | 0 | 10 | 54.55 |
| BNB/USDT | 31 | -0.06 | -1.89 | -0.226859 | -0.23 | 1:50:00 | 20 | 0 | 11 | 64.52 |
| LINK/USDT | 30 | -0.06 | -1.80 | -0.283462 | -0.28 | 1:50:00 | 18 | 0 | 12 | 60.00 |
| ALGO/USDT | 27 | -0.13 | -3.51 | -0.559828 | -0.56 | 1:45:00 | 15 | 0 | 12 | 55.56 |
| SOL/USDT | 28 | -0.18 | -5.03 | -0.734847 | -0.73 | 1:54:00 | 16 | 0 | 12 | 57.14 |
| XRP/USDT | 26 | -0.22 | -5.80 | -1.009507 | -1.01 | 1:57:00 | 9 | 0 | 17 | 34.62 |
| ETH/USDT | 29 | -0.22 | -6.48 | -1.063814 | -1.06 | 2:05:00 | 17 | 0 | 12 | 58.62 |
| BTC/USDT | 27 | -0.27 | -7.42 | -1.194399 | -1.19 | 1:59:00 | 10 | 0 | 17 | 37.04 |
| LTC/USDT | 41 | -0.32 | -13.06 | -2.556546 | -2.56 | 1:44:00 | 28 | 0 | 13 | 68.29 |
| BCH/USDT | 26 | -0.68 | -17.58 | -3.181807 | -3.18 | 2:20:00 | 12 | 0 | 14 | 46.15 |
| DOT/USDT | 29 | -0.65 | -18.96 | -3.458434 | -3.46 | 1:54:00 | 14 | 0 | 15 | 48.28 |
| LUNA/USDT | 22 | -0.93 | -20.48 | -4.004086 | -4.0 | 2:05:00 | 14 | 0 | 8 | 63.64 |
| ADA/USDT | 29 | -0.87 | -25.18 | -4.563664 | -4.56 | 2:38:00 | 10 | 0 | 19 | 34.48 |
| TOTAL | 367 | -0.34 | -126.14 | -22.785325 | -22.79 | 1:59:00 | 195 | 0 | 172 | 53.13 |
- 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 % |
|---|---|---|---|---|---|---|---|---|
| 367 | 195 | 0 | 172 | -0.34 | -126.14 | -22.78532471 | -25.23 |
Summary
A backtesting was performed with a maximum of 5 open trades and an average of 30.58 trades per day. The starting balance was $100 and the final balance was $77.21467529, resulting in an absolute profit of $-22.78532471 and a total profit percentage of -0.22785324710000002. The average stake amount was $17.310315609536786 and the total trade volume was $6352.8858287. The best pair was ETC/USDT and the worst pair was ADA/USDT. The maximum balance reached was $101.55259833 and the minimum balance was $76.83940337. The market change during this period was -0.034008199243972644.
| 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 | 367 / 30.58 |
| Starting balance | 100 |
| Final balance | 77.21467529 |
| Absolute profit | -22.78532471 |
| Total profit % | -0.22785324710000002 |
| Avg. stake amount | 17.310315609536786 |
| Total trade volume | 6352.8858287 |
| Best Pair | ETC/USDT |
| Worst Pair | ADA/USDT |
| Max Balance | 101.55259833 |
| Min Balance | 76.83940337 |
| Market Change | -0.034008199243972644 |
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
}