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TEMA Strategy Performance Results
Description:
This is a TEMA based strategy which uses the following indicators:
- ADX
- RSI
- STOCHF
- Macd
- MFI
- Bollinger Bands
- SAR
- TEMA
- HTSINE
This strategy can be applied to any market, using multiple timeframes of 1m, 30m and 60m. It uses a minimal ROI of 0.01 for the 1m timeframe, 0.02 for the 30m and 0.04 for the 60m. It also has a stoploss setting of -0.10.
The strategy uses two parameters; buy_rsi which is set to a range between 10 and 40, and sell_rsi which is set to a range between 60 and 90.
The strategy also uses the following order types - buy limit, sell limit and stoploss market and set to 'good til cancelled' (GTC) time in force.
Finally, the 'populate_indicators' and 'populate_buy_trend' and 'populate_sell_trend' functions are used to populate the various indicators and strategies onto the dataframe.
Run This Strategy With The Recommended Stack
Download the strategy pack, join Telegram for updates, then use the recommended exchange and VPS links to get your bot online faster.
Daily Profit
Pairs
Top cryptocurrency trading pairs
| Pair | Buys | Avg Profit % | Cum Profit | Tot Profit Abs | Tot Profit % | Avg Duration | Win | Draw | Loss | Win % |
|---|---|---|---|---|---|---|---|---|---|---|
| DOT/USDT | 211 | -0.15 | -30.60 | -3.478887 | -3.48 | 0:17:00 | 60 | 0 | 151 | 28.44 |
| LUNA/USDT | 209 | -0.18 | -38.29 | -4.018084 | -4.02 | 0:16:00 | 58 | 0 | 151 | 27.75 |
| BNB/USDT | 309 | -0.17 | -51.02 | -4.456699 | -4.46 | 0:15:00 | 57 | 0 | 252 | 18.45 |
| ALGO/USDT | 188 | -0.24 | -46.02 | -5.080254 | -5.08 | 0:18:00 | 56 | 0 | 132 | 29.79 |
| ETC/USDT | 221 | -0.22 | -48.85 | -5.339291 | -5.34 | 0:15:00 | 50 | 1 | 170 | 22.62 |
| BCH/USDT | 403 | -0.15 | -61.20 | -5.570225 | -5.57 | 0:16:00 | 110 | 0 | 293 | 27.30 |
| LTC/USDT | 317 | -0.17 | -54.67 | -5.797240 | -5.8 | 0:16:00 | 61 | 0 | 256 | 19.24 |
| SOL/USDT | 332 | -0.19 | -62.05 | -5.955961 | -5.96 | 0:16:00 | 106 | 0 | 226 | 31.93 |
| ADA/USDT | 240 | -0.22 | -52.92 | -6.309714 | -6.31 | 0:16:00 | 56 | 0 | 184 | 23.33 |
| XRP/USDT | 277 | -0.21 | -58.10 | -6.313916 | -6.31 | 0:16:00 | 50 | 0 | 227 | 18.05 |
| LINK/USDT | 332 | -0.22 | -73.81 | -7.226698 | -7.23 | 0:16:00 | 73 | 0 | 259 | 21.99 |
| BTC/USDT | 425 | -0.20 | -84.46 | -8.438512 | -8.44 | 0:15:00 | 58 | 0 | 367 | 13.65 |
| ETH/USDT | 374 | -0.20 | -75.16 | -8.449731 | -8.45 | 0:15:00 | 56 | 0 | 318 | 14.97 |
| TOTAL | 3838 | -0.19 | -737.15 | -76.435212 | -76.44 | 0:16:00 | 851 | 1 | 2986 | 22.17 |
- 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 % |
|---|---|---|---|---|---|---|---|---|
| 3821 | 843 | 1 | 2977 | -0.19 | -723.69 | -73.15802606 | -144.74 | |
| 8 | 8 | 0 | 0 | 3.65 | 29.17 | 2.98942936 | 5.83 | |
| 5 | 0 | 0 | 5 | -0.39 | -1.94 | -0.08960056999999999 | -0.39 | |
| 4 | 0 | 0 | 4 | -10.17 | -40.69 | -6.1770149000000005 | -8.14 |
Summary
A backtesting was performed with a maximum of 5 open trades and an average of 319.83 trades per day. The starting balance was $100 and the final balance was $23.5647878300001, resulting in an absolute profit of $-76.43521217 and a total profit percentage of -0.7643521217. The average stake amount was $10.400067442157374 and the total trade volume was $39915.458843. The best pair was DOT/USDT and the worst pair was BTC/USDT. The maximum balance reached was $100.2866498 and the minimum balance was $23.5647878300001. The market change during this period was -0.014831441852052516.
| Metric | Value |
|---|---|
| Backtesting from | 2024-01-01 00:00:00 |
| Backtesting to | 2024-01-13 15:48:00 |
| Max open trades | 5 |
| Total/Daily Avg Trades | 3838 / 319.83 |
| Starting balance | 100 |
| Final balance | 23.5647878300001 |
| Absolute profit | -76.43521217 |
| Total profit % | -0.7643521217 |
| Avg. stake amount | 10.400067442157374 |
| Total trade volume | 39915.458843 |
| Best Pair | DOT/USDT |
| Worst Pair | BTC/USDT |
| Max Balance | 100.2866498 |
| Min Balance | 23.5647878300001 |
| Market Change | -0.014831441852052516 |
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
}