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TheForce Strategy Performance Results
Description:
This strategy is called TheForce and it implements the IStrategy interface from the freqtrade library. It has parameters for the minimal_roi and stoploss and also has the ability to set the timeframe, process_only_new_candles and use_sell_signal.
The strategy uses several indicators from the talib.abstract and qtpylib libraries to make decisions. These are stochastic oscillators, the MACD, and EMA. It also has a plot config which displays the main and sub plotting of the indicators.
The strategy uses the populate_buy_trend and populates_sell_trend template to make buy and sell decisions. It takes into account the fastk, fastd, MACD, MACD signal, RSI, and Ema5 to make its decisions. If the indicators show that all the conditions have been met, the strategy will then buy or sell.
Lastly, the strategy also implements the informative_pairs template which returns the informative currency pairs.
Daily Profit
Pairs
Top cryptocurrency trading pairs
| Pair | Buys | Avg Profit % | Cum Profit | Tot Profit Abs | Tot Profit % | Avg Duration | Win | Draw | Loss | Win % |
|---|---|---|---|---|---|---|---|---|---|---|
| SOL/USDT | 58 | 0.17 | 9.59 | 1.892999 | 1.89 | 0:40:00 | 41 | 0 | 17 | 70.69 |
| LTC/USDT | 41 | 0.17 | 6.99 | 1.431032 | 1.43 | 1:08:00 | 25 | 0 | 16 | 60.98 |
| ALGO/USDT | 31 | 0.17 | 5.23 | 1.076328 | 1.08 | 0:42:00 | 22 | 0 | 9 | 70.97 |
| LINK/USDT | 45 | 0.10 | 4.70 | 0.947063 | 0.95 | 0:56:00 | 30 | 0 | 15 | 66.67 |
| BCH/USDT | 59 | 0.07 | 4.42 | 0.896853 | 0.9 | 1:12:00 | 33 | 0 | 26 | 55.93 |
| ETC/USDT | 36 | 0.11 | 4.07 | 0.852014 | 0.85 | 0:39:00 | 22 | 0 | 14 | 61.11 |
| LUNA/USDT | 39 | 0.09 | 3.49 | 0.700486 | 0.7 | 0:49:00 | 26 | 0 | 13 | 66.67 |
| ETH/USDT | 46 | 0.07 | 3.23 | 0.695026 | 0.7 | 1:25:00 | 21 | 0 | 25 | 45.65 |
| XRP/USDT | 46 | 0.06 | 2.92 | 0.590163 | 0.59 | 1:33:00 | 23 | 0 | 23 | 50.00 |
| BNB/USDT | 38 | 0.04 | 1.36 | 0.252915 | 0.25 | 1:29:00 | 22 | 0 | 16 | 57.89 |
| DOT/USDT | 29 | 0.03 | 0.78 | 0.184628 | 0.18 | 1:09:00 | 19 | 0 | 10 | 65.52 |
| BTC/USDT | 56 | 0.00 | 0.06 | 0.009337 | 0.01 | 1:28:00 | 25 | 0 | 31 | 44.64 |
| ADA/USDT | 36 | -0.07 | -2.48 | -0.499090 | -0.5 | 1:10:00 | 21 | 0 | 15 | 58.33 |
| TOTAL | 560 | 0.08 | 44.36 | 9.029756 | 9.03 | 1:07:00 | 330 | 0 | 230 | 58.93 |
- 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 % |
|---|---|---|---|---|---|---|---|---|
| 321 | 321 | 0 | 0 | 0.62 | 198.79 | 40.36588076 | 39.76 | |
| 198 | 7 | 0 | 191 | -0.45 | -88.83 | -17.95156345 | -17.77 | |
| 39 | 0 | 0 | 39 | -1.69 | -65.78 | -13.420001090000003 | -13.16 | |
| 2 | 2 | 0 | 0 | 0.08 | 0.16 | 0.03543958 | 0.03 |
Summary
A backtesting was performed with a maximum of 5 open trades and an average of 46.67 trades per day. The starting balance was $100 and the final balance was $109.0297558, resulting in an absolute profit of $9.0297558 and a total profit percentage of 0.090297558. The average stake amount was $20.248602924821423 and the total trade volume was $11339.217637899997. The best pair was SOL/USDT and the worst pair was ADA/USDT. The maximum balance reached was $109.48838885 and the minimum balance was $99.00293216. The market change during this period was -0.037012481011390805.
| 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 | 560 / 46.67 |
| Starting balance | 100 |
| Final balance | 109.0297558 |
| Absolute profit | 9.0297558 |
| Total profit % | 0.090297558 |
| Avg. stake amount | 20.248602924821423 |
| Total trade volume | 11339.217637899997 |
| Best Pair | SOL/USDT |
| Worst Pair | ADA/USDT |
| Max Balance | 109.48838885 |
| Min Balance | 99.00293216 |
| Market Change | -0.037012481011390805 |
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
}