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InformativeSample Strategy Performance Results
Description:
The InformativeSample freqtrade strategy is used for analyzing and trading cryptocurrency. It uses a combination of two technical indicators - the Exponential Moving Average (EMA) and the Simple Moving Average (SMA) - as well as data from an "informative" pair (in this case BTC/USDT).
The EMA is used to identify trends in the cryptocurrency market, while the SMA is used to detect potential entry and exit points. The SMA will also be used to determine whether the current market is a buy or a sell. The data from the informative pair is used to further confirm the validity of the trend and the entry/exit points.
The strategy requires that a buy signal is triggered when the price is greater than the SMA20 and the EMA20 is greater than the EMA50. Similarly, a sell signal is triggered when the price is lower than the SMA20 and the EMA20 is lower than the EMA50.
The strategy also includes several parameters such as the minimal ROI (return on investment) for various timeframes, a stop-loss percentage, the timeframe used for data analysis, options for trailing stops, and whether to use a sell signal or not. Additionally, the strategy also dictates which order types should be used for buying and selling.
Daily Profit
Pairs
Top cryptocurrency trading pairs
| Pair | Buys | Avg Profit % | Cum Profit | Tot Profit Abs | Tot Profit % | Avg Duration | Win | Draw | Loss | Win % |
|---|---|---|---|---|---|---|---|---|---|---|
| ETH/USDT | 18 | 0.44 | 7.98 | 1.457223 | 1.46 | 13:29:00 | 17 | 0 | 1 | 94.44 |
| BNB/USDT | 4 | 1.00 | 4.00 | 0.747736 | 0.75 | 1 day, 10:44:00 | 4 | 0 | 0 | 100.00 |
| DOT/USDT | 2 | 1.00 | 2.00 | 0.369536 | 0.37 | 13:42:00 | 2 | 0 | 0 | 100.00 |
| LUNA/USDT | 1 | 1.00 | 1.00 | 0.197919 | 0.2 | 8:35:00 | 1 | 0 | 0 | 100.00 |
| ADA/USDT | 1 | 1.00 | 1.00 | 0.197772 | 0.2 | 5:25:00 | 1 | 0 | 0 | 100.00 |
| ETC/USDT | 1 | 0.10 | 0.10 | 0.018693 | 0.02 | 11:05:00 | 1 | 0 | 0 | 100.00 |
| XRP/USDT | 1 | 0.04 | 0.04 | 0.008309 | 0.01 | 6:40:00 | 1 | 0 | 0 | 100.00 |
| SOL/USDT | 0 | 0.00 | 0.00 | 0.000000 | 0.0 | 0:00 | 0 | 0 | 0 | |
| ALGO/USDT | 0 | 0.00 | 0.00 | 0.000000 | 0.0 | 0:00 | 0 | 0 | 0 | |
| LTC/USDT | 13 | 0.01 | 0.13 | -0.042816 | -0.04 | 14:19:00 | 11 | 0 | 2 | 84.62 |
| BTC/USDT | 17 | -0.27 | -4.63 | -1.118555 | -1.12 | 16:07:00 | 14 | 0 | 3 | 82.35 |
| BCH/USDT | 19 | -0.28 | -5.36 | -1.211552 | -1.21 | 13:14:00 | 16 | 0 | 3 | 84.21 |
| LINK/USDT | 17 | -0.97 | -16.57 | -3.338750 | -3.34 | 11:11:00 | 14 | 0 | 3 | 82.35 |
| TOTAL | 94 | -0.11 | -10.32 | -2.714484 | -2.71 | 14:17:00 | 82 | 0 | 12 | 87.23 |
- 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 % |
|---|---|---|---|---|---|---|---|---|
| 75 | 75 | 0 | 0 | 1.1 | 82.52 | 15.979108819999999 | 16.5 | |
| 9 | 0 | 0 | 9 | -10.17 | -91.55 | -18.444981340000002 | -18.31 | |
| 5 | 2 | 0 | 3 | -0.35 | -1.74 | -0.33506609 | -0.35 | |
| 5 | 5 | 0 | 0 | 0.09 | 0.45 | 0.08645487999999998 | 0.09 |
Summary
A backtesting was performed with a maximum of 5 open trades and an average of 7.83 trades per day. The starting balance was $100 and the final balance was $97.28551627, resulting in an absolute profit of $-2.714483730000001 and a total profit percentage of -0.02714483730000001. The average stake amount was $19.394283522340423 and the total trade volume was $1823.0626510999998. The best pair was ETH/USDT and the worst pair was LINK/USDT. The maximum balance reached was $104.18890865 and the minimum balance was $93.78229316. The market change during this period was -0.02114756712873641.
| 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 | 94 / 7.83 |
| Starting balance | 100 |
| Final balance | 97.28551627 |
| Absolute profit | -2.714483730000001 |
| Total profit % | -0.02714483730000001 |
| Avg. stake amount | 19.394283522340423 |
| Total trade volume | 1823.0626510999998 |
| Best Pair | ETH/USDT |
| Worst Pair | LINK/USDT |
| Max Balance | 104.18890865 |
| Min Balance | 93.78229316 |
| Market Change | -0.02114756712873641 |
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
}