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Gumbo1 Strategy Performance Results
Description:
The Gumbo1 freqtrade strategy is a basic multi-indicator strategy which uses the Exponential Weighted Oscillator (EWO), the Triple Exponential Moving Average (T3) and the Stochastic Oscillator with Moving Average (Stoch SMA). This combo was designed to provide signals of possible price breakouts and local support/resistance levels.
The EWO is used to identify possible overbought or oversold market conditions. The T3 is used to detect possible trend reversal signals, while the Stochastic Oscillator with Moving Average produces signals indicating that the trend has become overbought or oversold.
The strategy has adjustable parameters that can be tuned to match the market conditions. These parameters are the low limit of the EWO (ewo_low), the T3 period (t3_period), the high limit of the Stoch (stoch_high) and the Stoch SMA period (stock_periods).
In addition to these adjustable parameters, the Gumbo1 strategy also has options for trading on a specific timeframe (timeframe), setting a custom stoploss (stoploss) and determining the number of candles looked back for startup (startup_candle_count).
Daily Profit
Pairs
Top cryptocurrency trading pairs
| Pair | Buys | Avg Profit % | Cum Profit | Tot Profit Abs | Tot Profit % | Avg Duration | Win | Draw | Loss | Win % |
|---|---|---|---|---|---|---|---|---|---|---|
| ETC/USDT | 20 | 0.17 | 3.40 | 0.555560 | 0.56 | 1:52:00 | 12 | 1 | 7 | 60.00 |
| BNB/USDT | 24 | -0.13 | -3.05 | -0.571700 | -0.57 | 2:15:00 | 12 | 0 | 12 | 50.00 |
| BCH/USDT | 29 | -0.13 | -3.68 | -0.617775 | -0.62 | 1:53:00 | 18 | 0 | 11 | 62.07 |
| SOL/USDT | 37 | -0.10 | -3.63 | -0.746250 | -0.75 | 1:50:00 | 21 | 0 | 16 | 56.76 |
| XRP/USDT | 28 | -0.18 | -5.09 | -0.860381 | -0.86 | 2:02:00 | 14 | 0 | 14 | 50.00 |
| ETH/USDT | 23 | -0.19 | -4.43 | -0.866618 | -0.87 | 1:27:00 | 14 | 0 | 9 | 60.87 |
| BTC/USDT | 26 | -0.21 | -5.58 | -0.954826 | -0.95 | 1:59:00 | 13 | 0 | 13 | 50.00 |
| LUNA/USDT | 22 | -0.39 | -8.56 | -1.487515 | -1.49 | 2:07:00 | 11 | 1 | 10 | 50.00 |
| ADA/USDT | 26 | -0.34 | -8.75 | -1.573074 | -1.57 | 2:09:00 | 17 | 0 | 9 | 65.38 |
| LTC/USDT | 19 | -0.42 | -7.92 | -1.600985 | -1.6 | 2:06:00 | 9 | 0 | 10 | 47.37 |
| LINK/USDT | 24 | -0.42 | -9.99 | -1.746358 | -1.75 | 2:23:00 | 11 | 0 | 13 | 45.83 |
| DOT/USDT | 24 | -0.83 | -19.90 | -3.484876 | -3.48 | 2:50:00 | 12 | 1 | 11 | 50.00 |
| ALGO/USDT | 33 | -0.80 | -26.44 | -5.399858 | -5.4 | 1:50:00 | 18 | 0 | 15 | 54.55 |
| TOTAL | 335 | -0.31 | -103.62 | -19.354655 | -19.35 | 2:02:00 | 182 | 3 | 150 | 54.33 |
- 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 % |
|---|---|---|---|---|---|---|---|---|
| 328 | 179 | 0 | 149 | -0.25 | -81.88 | -14.966897739999999 | -16.38 | |
| 6 | 3 | 3 | 0 | 0.57 | 3.42 | 0.5570154 | 0.68 | |
| 1 | 0 | 0 | 1 | -25.15 | -25.15 | -4.9447728 | -5.03 |
Summary
A backtesting was performed with a maximum of 5 open trades and an average of 27.92 trades per day. The starting balance was $100 and the final balance was $80.64534486, resulting in an absolute profit of $-19.35465514 and a total profit percentage of -0.1935465514. The average stake amount was $17.663423782388058 and the total trade volume was $5917.2469671. The best pair was ETC/USDT and the worst pair was ALGO/USDT. The maximum balance reached was $100.20967259 and the minimum balance was $80.17682909. 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 | 335 / 27.92 |
| Starting balance | 100 |
| Final balance | 80.64534486 |
| Absolute profit | -19.35465514 |
| Total profit % | -0.1935465514 |
| Avg. stake amount | 17.663423782388058 |
| Total trade volume | 5917.2469671 |
| Best Pair | ETC/USDT |
| Worst Pair | ALGO/USDT |
| Max Balance | 100.20967259 |
| Min Balance | 80.17682909 |
| 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
}