We want to inform you that the Freqtrade strategies shared on our platform are no longer actively maintained and will be archived. While they remain accessible for reference, please note that they will not receive further updates or maintenance. We appreciate your understanding and support during this transition.
FrostAuraRandomStrategy Strategy Performance Results
Description:
This FrostAuraRandomStrategy utilizes random numbers in order to generate buy/sell signals. It includes two parameters that the user can adjust – the buy and sell probabilities, as well as the buy and sell prediction delta directions. The buy signal is generated when the random number generated is less or greater than the buy probability depending on the set direction. The sell signal is generated when the random number generated is less or greater than the sell probability depending on the set direction. This strategy also includes subplots of two popular technical indicators: MACD and RSI. The user can modify the settings of the time frame, stoploss, and minimal ROI with this strategy as well.
Daily Profit
Pairs
Top cryptocurrency trading pairs
| Pair | Buys | Avg Profit % | Cum Profit | Tot Profit Abs | Tot Profit % | Avg Duration | Win | Draw | Loss | Win % |
|---|---|---|---|---|---|---|---|---|---|---|
| BNB/USDT | 3 | 1.63 | 4.89 | 0.851638 | 0.85 | 1 day, 1:20:00 | 3 | 0 | 0 | 100.00 |
| BTC/USDT | 3 | 1.07 | 3.20 | 0.625235 | 0.63 | 1 day, 2:00:00 | 1 | 2 | 0 | 33.33 |
| ETH/USDT | 3 | 0.39 | 1.16 | 0.229977 | 0.23 | 3 days, 10:40:00 | 1 | 1 | 1 | 33.33 |
| BCH/USDT | 1 | 0.00 | 0.00 | 0.000000 | 0.0 | 7 days, 17:00:00 | 0 | 1 | 0 | 0.00 |
| LINK/USDT | 2 | 0.00 | 0.00 | 0.000000 | 0.0 | 4 days, 18:00:00 | 0 | 2 | 0 | 0.00 |
| LTC/USDT | 1 | 0.00 | 0.00 | 0.000000 | 0.0 | 10 days, 9:00:00 | 0 | 1 | 0 | 0.00 |
| XRP/USDT | 3 | 0.00 | 0.00 | 0.000000 | 0.0 | 2 days, 6:40:00 | 0 | 3 | 0 | 0.00 |
| ALGO/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 | |
| ETC/USDT | 2 | -1.33 | -2.66 | -0.520211 | -0.52 | 1 day, 0:30:00 | 1 | 0 | 1 | 50.00 |
| DOT/USDT | 1 | -7.27 | -7.27 | -1.387012 | -1.39 | 2 days, 10:00:00 | 0 | 0 | 1 | 0.00 |
| ADA/USDT | 1 | -11.34 | -11.34 | -2.232333 | -2.23 | 2 days, 1:00:00 | 0 | 0 | 1 | 0.00 |
| SOL/USDT | 4 | -5.31 | -21.23 | -4.361824 | -4.36 | 1 day, 0:15:00 | 2 | 0 | 2 | 50.00 |
| TOTAL | 24 | -1.39 | -33.25 | -6.794530 | -6.79 | 2 days, 13:42:00 | 8 | 10 | 6 | 33.33 |
- 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 % |
|---|---|---|---|---|---|---|---|---|
| 18 | 8 | 10 | 0 | 1.27 | 22.87 | 4.35012479 | 4.57 | |
| 5 | 0 | 0 | 5 | -6.58 | -32.88 | -6.426986360000001 | -6.58 | |
| 1 | 0 | 0 | 1 | -23.24 | -23.24 | -4.7176686 | -4.65 |
Summary
A backtesting was performed with a maximum of 5 open trades and an average of 2.0 trades per day. The starting balance was $100 and the final balance was $93.20546983, resulting in an absolute profit of $-6.79453017 and a total profit percentage of -0.0679453017. The average stake amount was $19.22305245 and the total trade volume was $461.3532588. The best pair was BNB/USDT and the worst pair was SOL/USDT. The maximum balance reached was $103.05488319 and the minimum balance was $93.20546983. The market change during this period was -0.04340441912794079.
| Metric | Value |
|---|---|
| Backtesting from | 2024-01-01 00:00:00 |
| Backtesting to | 2024-01-13 14:00:00 |
| Max open trades | 5 |
| Total/Daily Avg Trades | 24 / 2.0 |
| Starting balance | 100 |
| Final balance | 93.20546983 |
| Absolute profit | -6.79453017 |
| Total profit % | -0.0679453017 |
| Avg. stake amount | 19.22305245 |
| Total trade volume | 461.3532588 |
| Best Pair | BNB/USDT |
| Worst Pair | SOL/USDT |
| Max Balance | 103.05488319 |
| Min Balance | 93.20546983 |
| Market Change | -0.04340441912794079 |
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
}