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DIV_v1 Strategy Performance Results
Description:
This DIV_v1 strategy is an algo-trading strategy that uses the TA-Lib indicator library to identify potential trading opportunities. Specifically, it uses the RSI (Relative Strength Index) technical indicator to detect bullish divergence and the ohlc_bottom (the value of the open price, the high price, the low price, and the close price) for trading signals. Additionally, it includes a trailing stop-loss function for managing risk. This strategy is mainly suited for intra-day trading, as the timeframe is set to 5 minutes, and the startup_candle_count is 200.
Daily Profit
Pairs
Top cryptocurrency trading pairs
| Pair | Buys | Avg Profit % | Cum Profit | Tot Profit Abs | Tot Profit % | Avg Duration | Win | Draw | Loss | Win % |
|---|---|---|---|---|---|---|---|---|---|---|
| LINK/USDT | 5 | 1.05 | 5.23 | 1.017774 | 1.02 | 6:23:00 | 3 | 2 | 0 | 60.00 |
| BCH/USDT | 3 | 1.66 | 4.98 | 0.967565 | 0.97 | 3:17:00 | 2 | 0 | 1 | 66.67 |
| DOT/USDT | 3 | 1.20 | 3.59 | 0.703582 | 0.7 | 3:48:00 | 3 | 0 | 0 | 100.00 |
| ALGO/USDT | 5 | 0.58 | 2.88 | 0.561925 | 0.56 | 10:27:00 | 2 | 3 | 0 | 40.00 |
| ADA/USDT | 3 | 0.82 | 2.45 | 0.487509 | 0.49 | 7:08:00 | 1 | 2 | 0 | 33.33 |
| ETC/USDT | 1 | 1.55 | 1.55 | 0.306088 | 0.31 | 4:55:00 | 1 | 0 | 0 | 100.00 |
| BNB/USDT | 3 | 0.38 | 1.15 | 0.226714 | 0.23 | 8:48:00 | 1 | 2 | 0 | 33.33 |
| SOL/USDT | 1 | 0.52 | 0.52 | 0.104028 | 0.1 | 6:25:00 | 1 | 0 | 0 | 100.00 |
| ETH/USDT | 1 | 0.00 | 0.00 | 0.000000 | 0.0 | 5 days, 7:35:00 | 0 | 1 | 0 | 0.00 |
| XRP/USDT | 0 | 0.00 | 0.00 | 0.000000 | 0.0 | 0:00 | 0 | 0 | 0 | |
| LUNA/USDT | 5 | -0.34 | -1.70 | -0.341104 | -0.34 | 16:13:00 | 1 | 3 | 1 | 20.00 |
| BTC/USDT | 1 | -3.25 | -3.25 | -0.637846 | -0.64 | 23:55:00 | 0 | 0 | 1 | 0.00 |
| LTC/USDT | 1 | -15.16 | -15.16 | -3.012120 | -3.01 | 21:10:00 | 0 | 0 | 1 | 0.00 |
| TOTAL | 32 | 0.07 | 2.23 | 0.384114 | 0.38 | 13:04:00 | 15 | 13 | 4 | 46.88 |
- 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 % |
|---|---|---|---|---|---|---|---|---|
| 23 | 10 | 13 | 0 | 0.54 | 12.37 | 2.4064883999999997 | 2.47 | |
| 5 | 5 | 0 | 0 | 2.17 | 10.85 | 2.1401474400000002 | 2.17 | |
| 3 | 0 | 0 | 3 | -1.94 | -5.82 | -1.15040231 | -1.16 | |
| 1 | 0 | 0 | 1 | -15.16 | -15.16 | -3.01212 | -3.03 |
Summary
A backtesting was performed with a maximum of 5 open trades and an average of 2.67 trades per day. The starting balance was $100 and the final balance was $100.38411353, resulting in an absolute profit of $0.3841135299999996 and a total profit percentage of 0.003841135299999996. The average stake amount was $19.5500534 and the total trade volume was $625.6017088. The best pair was LINK/USDT and the worst pair was LTC/USDT. The maximum balance reached was $101.53451584 and the minimum balance was $97.2939676. 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 | 32 / 2.67 |
| Starting balance | 100 |
| Final balance | 100.38411353 |
| Absolute profit | 0.3841135299999996 |
| Total profit % | 0.003841135299999996 |
| Avg. stake amount | 19.5500534 |
| Total trade volume | 625.6017088 |
| Best Pair | LINK/USDT |
| Worst Pair | LTC/USDT |
| Max Balance | 101.53451584 |
| Min Balance | 97.2939676 |
| 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
}