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EMABBRSI Strategy Performance Results

Description:

This Freqtrade strategy uses the EMA(Exponential Moving Average) and RSI(Relative Strength Indicator) technical indicators. It is designed to identify support and resistance levels in the market and trade when those levels are breached. It uses a variation of the Bollinger Bands to find buy and sell signals, as well as a couple of moving averages to determine trend direction. This strategy also has an accompanying stop loss to protect your capital in case of unexpected market movements. Additionally, it can be optimized to give varying returns based on different market conditions.

Month:

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	26	0.17	4.35	0.484241	0.48	2:28:00	13	4	9	50.00
ETH/USDT	19	-0.10	-1.85	-0.325818	-0.33	2:41:00	4	9	6	21.05
XRP/USDT	28	-0.15	-4.08	-0.687928	-0.69	2:27:00	8	13	7	28.57
ALGO/USDT	18	-0.32	-5.75	-0.889877	-0.89	2:42:00	5	7	6	27.78
BCH/USDT	31	-0.16	-4.87	-0.943408	-0.94	2:50:00	10	14	7	32.26
LUNA/USDT	18	-0.37	-6.70	-1.216663	-1.22	2:59:00	4	8	6	22.22
DOT/USDT	29	-0.31	-8.98	-1.534453	-1.53	2:29:00	9	12	8	31.03
BTC/USDT	30	-0.36	-10.89	-1.766103	-1.77	2:30:00	6	18	6	20.00
ADA/USDT	26	-0.40	-10.46	-1.836788	-1.84	2:44:00	5	14	7	19.23
BNB/USDT	36	-0.31	-11.30	-1.850349	-1.85	3:22:00	9	17	10	25.00
LINK/USDT	29	-0.54	-15.70	-2.758981	-2.76	2:45:00	8	10	11	27.59
LTC/USDT	22	-0.77	-16.98	-3.439610	-3.44	1:53:00	9	9	4	40.91
SOL/USDT	21	-1.22	-25.62	-4.968908	-4.97	6:30:00	8	7	6	38.10
TOTAL	333	-0.36	-118.82	-21.734644	-21.73	2:55:00	98	142	93	29.43

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

Sells	Win	Draws	Loss	Avg Profit %	Cum Profit %	Tot Profit ABS	Tot Profit %
240	98	142	0	0.33	80.03	13.349055790000001	16.01
87	0	0	87	-1.58	-137.27	-23.764390529999996	-27.45
4	0	0	4	-5.32	-21.27	-3.46182081	-4.25
2	0	0	2	-20.15	-40.3	-7.85748849	-8.06

Summary

A backtesting was performed with a maximum of 5 open trades and an average of 27.75 trades per day. The starting balance was $100 and the final balance was $78.26535596000001, resulting in an absolute profit of $-21.73464404 and a total profit percentage of -0.21734644039999998. The average stake amount was $17.03356924024024 and the total trade volume was $5672.178557. The best pair was ETC/USDT and the worst pair was SOL/USDT. The maximum balance reached was $101.34716028 and the minimum balance was $78.26535596000001. 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	333 / 27.75
Starting balance	100
Final balance	78.26535596000001
Absolute profit	-21.73464404
Total profit %	-0.21734644039999998
Avg. stake amount	17.03356924024024
Total trade volume	5672.178557
Best Pair	ETC/USDT
Worst Pair	SOL/USDT
Max Balance	101.34716028
Min Balance	78.26535596000001
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
  }