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Trade: ZEN/USDT/240/HWMA/HMA/7828

Strategy
ZEN/USDT/240/HWMA/HMA/7828
Pair
ZEN_USDT
Interval
4h
Score
307598
Daily Profit
0.171793
Profit Factor
1.418222
Profitability
50.299401
Streak
0.000000
Best Strategy
Training Data Length
1915.670000
Evaluation Time
2025-10-03 23:20
Expiration Time
2025-11-30 05:16

Stats

Stats
Metric Static Long & Short Static Long Static Short Cumulative Long & Short Cumulative Long Cumulative Short
Total P&L 248825.1287 329099.1184 -80273.9897 -110310.6015 22164.3373 -132474.9388
Total P&L (%) 248.8251 329.0991 -80.274 -110.3106 22.1643 -132.4749
Avg Daily Profit (%) 0.1299 0.1718 -0.0419 0 0.0105 0
Buy And Hold Return (%) 10 10 10 10 10 10
Max Trade Drawdown -203504 -118456 -254257 -268488 -82886 -215729
Profit Factor 1.1425 1.4182 0.9163 0.8762 1.0576 0.7381
Total Trades 334 167 167 334 167 167
Winning Trades 176 84 92 154 78 76
Losing Trades 158 83 75 180 89 91
Profitability (%) 52.6946 50.2994 55.0898 46.1078 46.7066 45.509
Ratio Avg Win / Avg Loss 1.0257 1.4013 0.747 1.0241 1.2067 0.8837
Largest Winning Trade 134169 134169 30789 50926 50926 23864
Largest Losing Trade -118383 -41126 -118383 -123875 -36303 -123875
Avg Bars in Trades 33 34 33 33 34 33
Avg Bars in Winners 32 32 31 34 34 34
Avg Bars in Losers 35 35 35 33 33 32
Bars Traded 11272 5680 5592 11272 5680 5592
Profit Streak 0 0 0 11.8476 39.681 11.8476
Trades During Streak 0 0 0 2 3 1
Trades Multiplier 0.8 1.45 1.45 0.8 1.45 1.45
score -81260 307598 -579798 -577791 -341042 -581579
Evaluation Data
{
    "trading_pair": "ZEN_USDT",
    "interval": "4h",
    "packets": 25000,
    "actual_packets": 11494,
    "evaluation_days": 1915.67,
    "actual_first_datapoint_time": 1594008000000,
    "first_datapoint_time": 1596614400000,
    "last_datapoint_time": 1759507200000,
    "evaluation_time": 1759522835440,
    "expiration_time": 1764472608000,
    "calculated_commission": 0.001,
    "initial_balance": 100000
}
Factors
{
    "first_band": {
        "type": "hwma",
        "factors": {
            "length": 0,
            "offset": 0,
            "na": 0.2,
            "nb": 0.03518,
            "nc": 0.25896
        }
    },
    "second_band": {
        "type": "hma",
        "factors": {
            "length": 170,
            "offset": 0
        }
    }
}
Raw JSON (Stats)
{
    "columns": [
        "SB",
        "SL",
        "SS",
        "CB",
        "CL",
        "CS"
    ],
    "index": [
        "Total P&L",
        "Total P&L (%)",
        "Avg Daily Profit (%)",
        "Buy And Hold Return (%)",
        "Max Trade Drawdown",
        "Profit Factor",
        "Total Trades",
        "Winning Trades",
        "Losing Trades",
        "Profitability (%)",
        "Ratio Avg Win / Avg Loss",
        "Largest Winning Trade",
        "Largest Losing Trade",
        "Avg Bars in Trades",
        "Avg Bars in Winners",
        "Avg Bars in Losers",
        "Bars Traded",
        "Profit Streak",
        "Trades During Streak",
        "Trades Multiplier",
        "score"
    ],
    "data": [
        [
            248825.1286835531,
            329099.1183974586,
            -80273.9897139055,
            -110310.6014703893,
            22164.3373038034,
            -132474.9387741928
        ],
        [
            248.825129,
            329.099118,
            -80.27399,
            -110.310601,
            22.164337,
            -132.474939
        ],
        [
            0.129889,
            0.171793,
            -0.041904,
            0,
            0.010451,
            0
        ],
        [
            10,
            10,
            10,
            10,
            10,
            10
        ],
        [
            -203504,
            -118456,
            -254257,
            -268488,
            -82886,
            -215729
        ],
        [
            1.142538,
            1.418222,
            0.916275,
            0.876155,
            1.057578,
            0.738072
        ],
        [
            334,
            167,
            167,
            334,
            167,
            167
        ],
        [
            176,
            84,
            92,
            154,
            78,
            76
        ],
        [
            158,
            83,
            75,
            180,
            89,
            91
        ],
        [
            52.694611,
            50.299401,
            55.08982,
            46.107784,
            46.706587,
            45.508982
        ],
        [
            1.025687,
            1.401339,
            0.746963,
            1.024077,
            1.206723,
            0.883744
        ],
        [
            134169,
            134169,
            30789,
            50926,
            50926,
            23864
        ],
        [
            -118383,
            -41126,
            -118383,
            -123875,
            -36303,
            -123875
        ],
        [
            33,
            34,
            33,
            33,
            34,
            33
        ],
        [
            32,
            32,
            31,
            34,
            34,
            34
        ],
        [
            35,
            35,
            35,
            33,
            33,
            32
        ],
        [
            11272,
            5680,
            5592,
            11272,
            5680,
            5592
        ],
        [
            0,
            0,
            0,
            11.847632,
            39.680966,
            11.847632
        ],
        [
            0,
            0,
            0,
            2,
            3,
            1
        ],
        [
            0.8,
            1.45,
            1.45,
            0.8,
            1.45,
            1.45
        ],
        [
            -81260,
            307598,
            -579798,
            -577791,
            -341042,
            -581579
        ]
    ]
}
Raw JSON (Evaluation Data)
{
    "trading_pair": "ZEN_USDT",
    "interval": "4h",
    "packets": 25000,
    "actual_packets": 11494,
    "evaluation_days": 1915.67,
    "actual_first_datapoint_time": 1594008000000,
    "first_datapoint_time": 1596614400000,
    "last_datapoint_time": 1759507200000,
    "evaluation_time": 1759522835440,
    "expiration_time": 1764472608000,
    "calculated_commission": 0.001,
    "initial_balance": 100000
}
Raw JSON (Factors)
{
    "first_band": {
        "type": "hwma",
        "factors": {
            "length": 0,
            "offset": 0,
            "na": 0.2,
            "nb": 0.03518,
            "nc": 0.25896
        }
    },
    "second_band": {
        "type": "hma",
        "factors": {
            "length": 170,
            "offset": 0
        }
    }
}

Visualization

Default 0.1% (applied once per trade) Default Flip immediately Chart only
# Side Entry time Exit time Entry price Exit price PnL PnL % (gross) PnL % (after margin) Duration Equity (Compounded 1000) Equity (Chart Exit) Δ $ (Chart - Table) Equity (Fixed 1000)