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Trade: ZEN/USDT/240/KCL/PWMA/7581

Strategy
ZEN/USDT/240/KCL/PWMA/7581
Pair
ZEN_USDT
Interval
4h
Score
381960
Daily Profit
0.467065
Profit Factor
3.126816
Profitability
35.483871
Streak
0.000000
Best Strategy
Training Data Length
1923.000000
Evaluation Time
2025-10-11 06:55
Expiration Time
2025-12-07 18:33

Stats

Stats
Metric Static Long & Short Static Long Static Short Cumulative Long & Short Cumulative Long Cumulative Short
Total P&L 865199.5529 898166.3239 -32966.771 -49008.9318 33226.3402 -82235.2719
Total P&L (%) 865.1996 898.1663 -32.9668 -49.0089 33.2263 -82.2353
Avg Daily Profit (%) 0.4499 0.4671 -0.0171 -0.035 0.0149 -0.0898
Buy And Hold Return (%) 39.9358 39.9358 39.9358 39.9358 39.9358 39.9358
Max Trade Drawdown -284055 -233672 -53676 -1423263 -1250870 -194359
Profit Factor 2.7168 3.1268 0.5962 0.9748 1.0195 0.6512
Total Trades 63 31 32 63 31 32
Winning Trades 25 11 14 25 11 14
Losing Trades 38 20 18 38 20 18
Profitability (%) 39.6825 35.4839 43.75 39.6825 35.4839 43.75
Ratio Avg Win / Avg Loss 4.1296 5.6851 0.7666 1.4816 1.8536 0.8373
Largest Winning Trade 895391 895391 9081 1017059 1017059 102675
Largest Losing Trade -59639 -59639 -22072 -686116 -686116 -130155
Avg Bars in Trades 175 347 9 175 347 9
Avg Bars in Winners 274 611 10 274 611 10
Avg Bars in Losers 110 202 9 110 202 9
Bars Traded 11080 10770 310 11080 10770 310
Profit Streak 0 0 0 0 0 0
Trades During Streak 0 0 0 0 0 0
Trades Multiplier 0.8 1.45 1.45 0.8 1.45 1.45
score -139932 381960 -582963 -734401 -542374 -582963
Evaluation Data
{
    "trading_pair": "ZEN_USDT",
    "interval": "4h",
    "packets": 25000,
    "actual_packets": 11538,
    "evaluation_days": 1923,
    "actual_first_datapoint_time": 1594008000000,
    "first_datapoint_time": 1594987200000,
    "last_datapoint_time": 1760140800000,
    "evaluation_time": 1760154953509,
    "expiration_time": 1765125216000,
    "calculated_commission": 0.001,
    "initial_balance": 100000
}
Factors
{
    "first_band": {
        "type": "kcl",
        "factors": {
            "length": 69,
            "offset": 0,
            "scalar": 3
        }
    },
    "second_band": {
        "type": "pwma",
        "factors": {
            "length": 29,
            "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": [
        [
            865199.5528926979,
            898166.3238866316,
            -32966.7709939337,
            -49008.9317506437,
            33226.3401707786,
            -82235.2719214223
        ],
        [
            865.199553,
            898.166324,
            -32.966771,
            -49.008932,
            33.22634,
            -82.235272
        ],
        [
            0.449922,
            0.467065,
            -0.017143,
            -0.035018,
            0.014919,
            -0.089817
        ],
        [
            39.935803,
            39.935803,
            39.935803,
            39.935803,
            39.935803,
            39.935803
        ],
        [
            -284055,
            -233672,
            -53676,
            -1423263,
            -1250870,
            -194359
        ],
        [
            2.71682,
            3.126816,
            0.596238,
            0.974765,
            1.019472,
            0.651221
        ],
        [
            63,
            31,
            32,
            63,
            31,
            32
        ],
        [
            25,
            11,
            14,
            25,
            11,
            14
        ],
        [
            38,
            20,
            18,
            38,
            20,
            18
        ],
        [
            39.68254,
            35.483871,
            43.75,
            39.68254,
            35.483871,
            43.75
        ],
        [
            4.129567,
            5.685119,
            0.766591,
            1.481643,
            1.853586,
            0.837284
        ],
        [
            895391,
            895391,
            9081,
            1017059,
            1017059,
            102675
        ],
        [
            -59639,
            -59639,
            -22072,
            -686116,
            -686116,
            -130155
        ],
        [
            175,
            347,
            9,
            175,
            347,
            9
        ],
        [
            274,
            611,
            10,
            274,
            611,
            10
        ],
        [
            110,
            202,
            9,
            110,
            202,
            9
        ],
        [
            11080,
            10770,
            310,
            11080,
            10770,
            310
        ],
        [
            0,
            0,
            0,
            0,
            0,
            0
        ],
        [
            0,
            0,
            0,
            0,
            0,
            0
        ],
        [
            0.8,
            1.45,
            1.45,
            0.8,
            1.45,
            1.45
        ],
        [
            -139932,
            381960,
            -582963,
            -734401,
            -542374,
            -582963
        ]
    ]
}
Raw JSON (Evaluation Data)
{
    "trading_pair": "ZEN_USDT",
    "interval": "4h",
    "packets": 25000,
    "actual_packets": 11538,
    "evaluation_days": 1923,
    "actual_first_datapoint_time": 1594008000000,
    "first_datapoint_time": 1594987200000,
    "last_datapoint_time": 1760140800000,
    "evaluation_time": 1760154953509,
    "expiration_time": 1765125216000,
    "calculated_commission": 0.001,
    "initial_balance": 100000
}
Raw JSON (Factors)
{
    "first_band": {
        "type": "kcl",
        "factors": {
            "length": 69,
            "offset": 0,
            "scalar": 3
        }
    },
    "second_band": {
        "type": "pwma",
        "factors": {
            "length": 29,
            "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)