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Built for research, simulation, and strategy exploration on Monstra's dark-first platform.

Vector V2 pipeline

Vectors

Per-ticker stock movement feature vectors computed by the Monstra-Worker pipeline - momentum, trend quality, stability, liquidity, aggression, and quality-momentum composites, read directly from trading."Vector".

Coverage
355 tickers
Showing 1-50 of 355
Page 1 of 8
TickerSectorMomentumQualityStabilityLiquidityAptet FitForce FitCoverageUpdated
ZIMIndustrials0.5470.5260.5310.4770.115 poor0.396 weak100%Jul 26, 2:12 AM
XOMEnergy0.6500.5800.7131.0000.522 moderate0.389 weak100%Jul 26, 2:11 AM
XAR-0.5080.4690.6960.5800.170 poor
Ticker detail

NOW

Information Technology | v2 | as of 2026-07-23
Close

Research Detail

NOW

ServiceNow

Category

Sector: Technology

Industry / Category: Software

Market Cap / ETF Type: Large Cap

Type: Stock

Preview Performance

Sample layoutNot live data
3M Return: Unavailable
1Y Return: Unavailable

Description

Enterprise workflow and automation software with growing AI process integration.

Mapped readout
Common labels resolved to the real Vector V2 storage keys.
36 fields
Beta To Benchmark 1y
0.683
Correlation To Benchmark 1y
0.164
Inverse To Benchmark 1y
0.836
Drawdown Score 1m
0.305
Drawdown Score 3m
0.147
0.683 good
98%
Jul 26, 2:11 AM
WMTConsumer Staples0.3750.4180.6751.0000.385 weak0.365 weak98%Jul 26, 2:11 AM
WMBEnergy0.5450.5800.7510.9140.129 poor0.228 poor100%Jul 26, 2:11 AM
WELLReal Estate0.7320.7430.7700.9470.660 good0.596 moderate100%Jul 26, 2:11 AM
VSTUtilities0.5530.4710.4800.9340.398 weak0.383 weak100%Jul 26, 2:10 AM
VSATInformation Technology0.7650.7050.3910.7810.532 moderate0.998 strong100%Jul 26, 2:10 AM
VRTXHealth Care0.5430.5250.6070.9910.124 poor0.113 poor100%Jul 26, 2:10 AM
VOO-0.5350.5830.8091.0000.488 weak0.330 poor98%Jul 26, 2:10 AM
VLOEnergy0.8820.8390.7000.9810.152 poor0.759 good100%Jul 26, 2:09 AM
VEEV-0.6280.5100.5020.8800.231 poor0.237 poor100%Jul 26, 2:09 AM
VFinancials0.6030.5490.6801.0000.171 poor0.210 poor100%Jul 26, 2:09 AM
USBFinancials0.6340.6600.7440.9150.124 poor0.719 good100%Jul 26, 2:09 AM
URIIndustrials0.6990.6680.5490.9110.747 good0.787 good100%Jul 26, 2:08 AM
UNPIndustrials0.7480.7420.7660.9790.159 poor0.476 weak100%Jul 26, 2:08 AM
UNHHealth Care0.6370.6700.5131.0000.518 moderate0.327 poor100%Jul 26, 2:08 AM
UMCInformation Technology0.6610.6810.5070.8620.154 poor0.996 strong100%Jul 26, 2:08 AM
UECEnergy0.2510.2790.1830.6410.064 poor0.600 moderate98%Jul 26, 2:08 AM
UBERInformation Technology0.4410.3890.5781.0000.162 poor0.178 poor100%Jul 26, 2:07 AM
TXTIndustrials0.5770.5040.6950.7080.160 poor0.279 poor100%Jul 26, 2:07 AM
TTIndustrials0.5320.5270.6610.9230.294 poor0.353 weak100%Jul 26, 2:07 AM
TSNConsumer Staples0.4530.4310.6300.7380.313 poor0.415 weak100%Jul 26, 2:07 AM
TSMInformation Technology0.5540.6140.6421.0000.952 strong0.933 strong100%Jul 26, 2:06 AM
TSLAConsumer Discretionary0.3060.2470.3941.0000.271 poor0.262 poor100%Jul 26, 2:06 AM
TRGPEnergy0.6910.7420.7310.8460.175 poor0.663 good100%Jul 26, 2:06 AM
TQQQ-0.4920.5000.4181.0000.107 poor0.932 strong98%Jul 26, 2:06 AM
TNA-0.5740.5960.4250.8380.133 poor0.827 strong98%Jul 26, 2:05 AM
TMUSCommunication Services0.3930.3700.5910.9940.104 poor0.137 poor100%Jul 26, 2:05 AM
TMOHealth Care0.7200.5730.5681.0000.177 poor0.567 moderate100%Jul 26, 2:05 AM
THG-0.6910.7000.7400.6230.446 weak0.482 weak100%Jul 26, 2:05 AM
TECL-0.6070.5720.2830.7330.167 poor0.999 strong98%Jul 26, 2:05 AM
TDGIndustrials0.4380.4030.6030.8930.142 poor0.225 poor100%Jul 26, 2:04 AM
SYKHealth Care0.5060.4490.6600.9750.118 poor0.123 poor100%Jul 26, 2:04 AM
SUEnergy0.7070.6380.7160.7950.153 poor0.862 strong100%Jul 26, 2:04 AM
STEMUtilities0.1040.2370.1640.0000.167 poor0.245 poor100%Jul 26, 2:04 AM
SSO-0.5530.5760.6950.7650.163 poor0.756 good98%Jul 26, 2:03 AM
SQQQ-0.4520.4000.2971.0000.125 poor0.078 poor98%Jul 26, 2:03 AM
SQMMaterials0.3890.4110.5120.6110.162 poor0.877 strong100%Jul 26, 2:03 AM
SPXL-0.5720.5620.5860.8790.162 poor0.782 good98%Jul 26, 2:03 AM
SOXL-0.5550.5600.2481.0000.139 poor0.999 strong98%Jul 26, 2:02 AM
SOUtilities0.5400.4990.7180.8910.283 poor0.200 poor100%Jul 26, 2:02 AM
SNOWInformation Technology0.7590.6550.3061.0000.859 strong0.823 strong100%Jul 26, 2:02 AM
SMCIInformation Technology0.4210.3330.1501.0000.156 poor0.110 poor100%Jul 26, 2:02 AM
SLBEnergy0.4670.4970.6410.9210.152 poor0.408 weak100%Jul 26, 2:01 AM
SIFYCommunication Services0.4290.3920.2520.0000.153 poor0.964 strong100%Jul 26, 2:01 AM
SHGFinancials0.6520.6370.6990.4180.120 poor0.824 strong100%Jul 26, 2:01 AM
SHELEnergy0.6420.5640.7290.9050.133 poor0.417 weak100%Jul 26, 2:01 AM
SCHWFinancials0.6160.5290.6400.9940.134 poor0.532 moderate100%Jul 26, 2:01 AM
SBLKIndustrials0.5850.6250.7030.4920.108 poor0.668 good100%Jul 26, 2:00 AM
PreviousPage 1 of 8Next
Drawdown Score 6m
0.289
Drawdown Score 1y
0.102
Drawdown Score 2y
0.193
Drawdown Score 5y
0.355
Return 1w
-0.116
Return 1m
-0.042
Return 3m
-0.108
Return 6m
-0.266
Return 1y
-0.522
Return 2y
-0.378
Return 5y
-0.177
Sharpe 1m
-0.549
Sharpe 3m
-0.214
Sharpe 6m
-0.574
Sharpe 1y
-1.129
Sharpe 2y
-0.262
Sharpe 5y
0.133
Trend 1w
-0.025
Trend 1m
0.002
Trend 3m
0.002
Trend 6m
-0.001
Trend 1y
-0.003
Trend 2y
-0.001
Trend 5y
0.000
Volatility 1w
0.473
Volatility 1m
0.611
Volatility 3m
0.767
Volatility 6m
0.677
Volatility 1y
0.528
Volatility 2y
0.475
Volatility 5y
0.441
Not part of the current Vector V2 payload: Drawdown Score 1w, Drawdown Score 2w, Return 2w, Sharpe 1w, Sharpe 2w, Sharpe Score, Trend 2w, Volatility 2w. Trend labels map to the stored trend slope fields.
Metadata
Identity, provenance, coverage, and diagnostics.
74 fields
Ticker
NOW
Vector Name
stock_movement_v2
Vector Version
2
As Of Date
2026-07-23
Updated At
Jul 26, 1:47 AM
Benchmark
SPY
Benchmark Ticker
SPY
Sector Name
Information Technology
Sector Benchmark Ticker
XLK
Feature Coverage Ratio
100%
History Coverage Days
1,505
Data Start Date
2020-07-27
Data End Date
2026-07-23
Feature Contract Hash
6fe6bf7edd83d7ccfb28d5e98d0120e288890d9c80faf9b6cdacae0a0c34d359
Sector Diagnostic
-
Missing Required Features
[]
Aptet Fit Score
0.073
Aptet Fit Raw Score
0.079
Aptet Fit Confidence
0.843
Aptet Fit Label
poor
Aptet Fitness Error
-
Force Fit Score
0.068
Force Fit Raw Score
0.073
Force Fit Confidence
0.849
Force Fit Label
poor
Force Fitness Error
-
Stock Fitness Updated At
Jul 26, 1:47 AM
Aptet Fitness
{
  "config": {
    "topNs": [
      2,
      3,
      4,
      5
    ],
    "universe": [
      "XLK",
      "XLF",
      "XLV",
      "XLY",
      "XLI",
      "XLP",
      "XLE",
      "XLB",
      "XLU",
      "XLRE",
      "XLC",
      "SMH",
      "NOW"
    ],
    "lookbacks": [
      14,
      21,
      30,
      45,
      63
    ],
    "forwardDays": [
      1,
      5,
      10
    ],
    "maxHoldings": 5,
    "minHoldings": 2,
    "fallbackTicker": "VOO",
    "riskOffEnabled": true,
    "adaptationSpeed": "balanced",
    "benchmarkTicker": "VOO"
  },
  "ticker": "NOW",
  "fitScope": "universe_conditioned",
  "algorithm": "aptet",
  "bestCombo": {
    "topN": 2,
    "ticker": "NOW",
    "hitRates": {
      "1": 0.4897959183673469,
      "5": 0.4888888888888889,
      "10": 0.525
    },
    "hitRate1D": 0.4897959183673469,
    "comboQuality": 0.2410245678824139,
    "eligibleDays": 315,
    "fitnessScore": 0.0976444815510251,
    "lookbackDays": 45,
    "returnLift1D": 0.0015118089412521191,
    "hitRateLift1D": -0.0005266622778143382,
    "activationRate": 0.15873015873015872,
    "activationCount": 50,
    "baselineHitRates": {
      "1": 0.49032258064516127,
      "5": 0.4542483660130719,
      "10": 0.4219269102990033
    },
    "sampleConfidence": 0.9786666666666667,
    "shadowSharpeLike": 0.25792174876925,
    "avgForwardReturns": {
      "1": 0.000741573956109305,
      "5": 0.0031954414358831827,
      "10": 0.01027751576737771
    },
    "shadowMaxDrawdown": -0.07281037116922784,
    "shadowTotalReturn": 0.026376865403357597,
    "avgForwardReturn1D": 0.000741573956109305,
    "riskOffActivations": 0,
    "activationDatesSample": [
      "2025-04-28",
      "2025-04-29",
      "2025-04-30",
      "2025-05-01",
      "2025-05-02",
      "2025-05-05",
      "2025-05-06",
      "2025-05-07",
      "2025-05-08",
      "2025-05-09"
    ],
    "horizonObservationCounts": {
      "1": 49,
      "5": 45,
      "10": 40
    },
    "baselineAvgForwardReturns": {
      "1": -0.0007702349851428141,
      "5": -0.0058019280990585865,
      "10": -0.013501474835808326
    }
  },
  "dateRange": {
    "end": "2026-07-25",
    "start": "2025-01-01"
  },
  "scoreMode": "blended",
  "calibration": {
    "bestComboQuality": 0.2410245678824139,
    "comboQualityScale": 0.22,
    "comboQualityCenter": 0.35,
    "medianComboQuality": 0.041135047149656156,
    "bestRawFitnessScore": 0.0976444815510251,
    "upperQuartileComboQuality": 0.07012269812660082
  },
  "algorithmFit": {
    "label": "poor",
    "score": 0.0726668931116082,
    "rawScore": 0.07887251836994857,
    "confidence": 0.8426416352212027,
    "bestProfile": {
      "topN": 2,
      "lookbackDays": 45
    },
    "profileBreadth": 0,
    "recommendedRegion": {
      "topNs": [
        2
      ],
      "lookbackDays": [
        45
      ]
    },
    "parameterStability": 0.04367069898036918,
    "confidenceAdjustment": "conservative_penalty"
  },
  "rankedCombos": [
    {
      "topN": 2,
      "ticker": "NOW",
      "hitRates": {
        "1": 0.4897959183673469,
        "5": 0.4888888888888889,
        "10": 0.525
      },
      "hitRate1D": 0.4897959183673469,
      "comboQuality": 0.2410245678824139,
      "eligibleDays": 315,
      "fitnessScore": 0.0976444815510251,
      "lookbackDays": 45,
      "returnLift1D": 0.0015118089412521191,
      "hitRateLift1D": -0.0005266622778143382,
      "activationRate": 0.15873015873015872,
      "activationCount": 50,
      "baselineHitRates": {
        "1": 0.49032258064516127,
        "5": 0.4542483660130719,
        "10": 0.4219269102990033
      },
      "sampleConfidence": 0.9786666666666667,
      "shadowSharpeLike": 0.25792174876925,
      "avgForwardReturns": {
        "1": 0.000741573956109305,
        "5": 0.0031954414358831827,
        "10": 0.01027751576737771
      },
      "shadowMaxDrawdown": -0.07281037116922784,
      "shadowTotalReturn": 0.026376865403357597,
      "avgForwardReturn1D": 0.000741573956109305,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-04-28",
        "2025-04-29",
        "2025-04-30",
        "2025-05-01",
        "2025-05-02",
        "2025-05-05",
        "2025-05-06",
        "2025-05-07",
        "2025-05-08",
        "2025-05-09"
      ],
      "horizonObservationCounts": {
        "1": 49,
        "5": 45,
        "10": 40
      },
      "baselineAvgForwardReturns": {
        "1": -0.0007702349851428141,
        "5": -0.0058019280990585865,
        "10": -0.013501474835808326
      }
    },
    {
      "topN": 5,
      "ticker": "NOW",
      "hitRates": {
        "1": 0.48148148148148145,
        "5": 0.4675324675324675,
        "10": 0.4722222222222222
      },
      "hitRate1D": 0.48148148148148145,
      "comboQuality": 0.14264541138958597,
      "eligibleDays": 315,
      "fitnessScore": -0.04456772926311751,
      "lookbackDays": 45,
      "returnLift1D": 0.0008087388788261545,
      "hitRateLift1D": -0.00884109916367981,
      "activationRate": 0.26031746031746034,
      "activationCount": 82,
      "baselineHitRates": {
        "1": 0.49032258064516127,
        "5": 0.4542483660130719,
        "10": 0.4219269102990033
      },
      "sampleConfidence": 0.9869918699186992,
      "shadowSharpeLike": -0.012963579124137993,
      "avgForwardReturns": {
        "1": 0.000038503893683340384,
        "5": -0.006633888794370648,
        "10": -0.015892517672660252
      },
      "shadowMaxDrawdown": -0.2920653786864633,
      "shadowTotalReturn": -0.038156241803801616,
      "avgForwardReturn1D": 0.000038503893683340384,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-04-25",
        "2025-04-28",
        "2025-04-29",
        "2025-04-30",
        "2025-05-01",
        "2025-05-02",
        "2025-05-05",
        "2025-05-06",
        "2025-05-07",
        "2025-05-08"
      ],
      "horizonObservationCounts": {
        "1": 81,
        "5": 77,
        "10": 72
      },
      "baselineAvgForwardReturns": {
        "1": -0.0007702349851428141,
        "5": -0.0058019280990585865,
        "10": -0.013501474835808326
      }
    },
    {
      "topN": 5,
      "ticker": "NOW",
      "hitRates": {
        "1": 0.4594594594594595,
        "5": 0.4392523364485981,
        "10": 0.43137254901960786
      },
      "hitRate1D": 0.4594594594594595,
      "comboQuality": 0.11175624130459708,
      "eligibleDays": 352,
      "fitnessScore": -0.10604374768127035,
      "lookbackDays": 14,
      "returnLift1D": 0.0007629142456525957,
      "hitRateLift1D": -0.028979846898922024,
      "activationRate": 0.3181818181818182,
      "activationCount": 112,
      "baselineHitRates": {
        "1": 0.4884393063583815,
        "5": 0.4502923976608187,
        "10": 0.4230769230769231
      },
      "sampleConfidence": 0.9904761904761905,
      "shadowSharpeLike": -0.09323989605681735,
      "avgForwardReturns": {
        "1": -0.00021639520186397685,
        "5": -0.0019651251747450894,
        "10": -0.010419277917570052
      },
      "shadowMaxDrawdown": -0.2606959626364147,
      "shadowTotalReturn": -0.10298089674418798,
      "avgForwardReturn1D": -0.00021639520186397685,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-03-28",
        "2025-04-10",
        "2025-04-15",
        "2025-04-16",
        "2025-04-21",
        "2025-04-24",
        "2025-04-25",
        "2025-04-28",
        "2025-04-29",
        "2025-04-30"
      ],
      "horizonObservationCounts": {
        "1": 111,
        "5": 107,
        "10": 102
      },
      "baselineAvgForwardReturns": {
        "1": -0.0009793094475165724,
        "5": -0.004178381671515117,
        "10": -0.009555627738302683
      }
    },
    {
      "topN": 4,
      "ticker": "NOW",
      "hitRates": {
        "1": 0.46464646464646464,
        "5": 0.4631578947368421,
        "10": 0.43333333333333335
      },
      "hitRate1D": 0.46464646464646464,
      "comboQuality": 0.08285894817024857,
      "eligibleDays": 352,
      "fitnessScore": -0.17890673807563162,
      "lookbackDays": 14,
      "returnLift1D": 0.0002793560025462744,
      "hitRateLift1D": -0.023792841711916868,
      "activationRate": 0.2840909090909091,
      "activationCount": 100,
      "baselineHitRates": {
        "1": 0.4884393063583815,
        "5": 0.4502923976608187,
        "10": 0.4230769230769231
      },
      "sampleConfidence": 0.9893333333333334,
      "shadowSharpeLike": -0.20726151969576767,
      "avgForwardReturns": {
        "1": -0.000699953444970298,
        "5": -0.00047315772461946744,
        "10": -0.012299326262643118
      },
      "shadowMaxDrawdown": -0.27054999910314204,
      "shadowTotalReturn": -0.14498589177501642,
      "avgForwardReturn1D": -0.000699953444970298,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-03-28",
        "2025-04-10",
        "2025-04-16",
        "2025-04-21",
        "2025-04-24",
        "2025-04-25",
        "2025-04-28",
        "2025-04-29",
        "2025-04-30",
        "2025-05-01"
      ],
      "horizonObservationCounts": {
        "1": 99,
        "5": 95,
        "10": 90
      },
      "baselineAvgForwardReturns": {
        "1": -0.0009793094475165724,
        "5": -0.004178381671515117,
        "10": -0.009555627738302683
      }
    },
    {
      "topN": 3,
      "ticker": "NOW",
      "hitRates": {
        "1": 0.4457831325301205,
        "5": 0.5,
        "10": 0.4868421052631579
      },
      "hitRate1D": 0.4457831325301205,
      "comboQuality": 0.07430974301617761,
      "eligibleDays": 352,
      "fitnessScore": -0.20490547400108106,
      "lookbackDays": 14,
      "returnLift1D": 0.0004091453877366055,
      "hitRateLift1D": -0.042656173828261035,
      "activationRate": 0.23863636363636365,
      "activationCount": 84,
      "baselineHitRates": {
        "1": 0.4884393063583815,
        "5": 0.4502923976608187,
        "10": 0.4230769230769231
      },
      "sampleConfidence": 0.9896825396825397,
      "shadowSharpeLike": -0.15410792311348465,
      "avgForwardReturns": {
        "1": -0.000570164059779967,
        "5": 0.004355760793149602,
        "10": -0.006792531196340408
      },
      "shadowMaxDrawdown": -0.2887361885100872,
      "shadowTotalReturn": -0.12014140565031262,
      "avgForwardReturn1D": -0.000570164059779967,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-03-28",
        "2025-04-10",
        "2025-04-16",
        "2025-04-21",
        "2025-04-24",
        "2025-04-25",
        "2025-04-28",
        "2025-04-29",
        "2025-04-30",
        "2025-05-01"
      ],
      "horizonObservationCounts": {
        "1": 83,
        "5": 80,
        "10": 76
      },
      "baselineAvgForwardReturns": {
        "1": -0.0009793094475165724,
        "5": -0.004178381671515117,
        "10": -0.009555627738302683
      }
    },
    {
      "topN": 2,
      "ticker": "NOW",
      "hitRates": {
        "1": 0.4647887323943662,
        "5": 0.5,
        "10": 0.484375
      },
      "hitRate1D": 0.4647887323943662,
      "comboQuality": 0.0687270164967419,
      "eligibleDays": 352,
      "fitnessScore": -0.22341021639197306,
      "lookbackDays": 14,
      "returnLift1D": -0.00005818278287764503,
      "hitRateLift1D": -0.02365057396401532,
      "activationRate": 0.20170454545454544,
      "activationCount": 71,
      "baselineHitRates": {
        "1": 0.4884393063583815,
        "5": 0.4502923976608187,
        "10": 0.4230769230769231
      },
      "sampleConfidence": 0.9906103286384977,
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      "activationRate": 0.23008849557522124,
      "activationCount": 78,
      "baselineHitRates": {
        "1": 0.49101796407185627,
        "5": 0.45151515151515154,
        "10": 0.4307692307692308
      },
      "sampleConfidence": 0.994017094017094,
      "shadowSharpeLike": -0.7752837820800821,
      "avgForwardReturns": {
        "1": -0.0031192742420716076,
        "5": -0.006977386500585229,
        "10": -0.03307635436734086
      },
      "shadowMaxDrawdown": -0.30391458090870827,
      "shadowTotalReturn": -0.25139085636945147,
      "avgForwardReturn1D": -0.0031192742420716076,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-04-16",
        "2025-04-17",
        "2025-04-25",
        "2025-04-28",
        "2025-04-29",
        "2025-04-30",
        "2025-05-01",
        "2025-05-02",
        "2025-05-05",
        "2025-05-06"
      ],
      "horizonObservationCounts": {
        "1": 77,
        "5": 75,
        "10": 75
      },
      "baselineAvgForwardReturns": {
        "1": -0.0008968100358890333,
        "5": -0.004327688154233154,
        "10": -0.00873252391000536
      }
    },
    {
      "topN": 5,
      "ticker": "NOW",
      "hitRates": {
        "1": 0.43902439024390244,
        "5": 0.36585365853658536,
        "10": 0.34615384615384615
      },
      "hitRate1D": 0.43902439024390244,
      "comboQuality": 0.021269828773514923,
      "eligibleDays": 330,
      "fitnessScore": -0.4923726099309631,
      "lookbackDays": 30,
      "returnLift1D": -0.002582362395302953,
      "hitRateLift1D": -0.053283302063789895,
      "activationRate": 0.24848484848484848,
      "activationCount": 82,
      "baselineHitRates": {
        "1": 0.49230769230769234,
        "5": 0.45794392523364486,
        "10": 0.4430379746835443
      },
      "sampleConfidence": 0.9967479674796749,
      "shadowSharpeLike": -0.8906315808953126,
      "avgForwardReturns": {
        "1": -0.0033823599789282355,
        "5": -0.012406393247132943,
        "10": -0.021330735507288055
      },
      "shadowMaxDrawdown": -0.353588906693892,
      "shadowTotalReturn": -0.27670169098216035,
      "avgForwardReturn1D": -0.0033823599789282355,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-04-25",
        "2025-04-28",
        "2025-04-29",
        "2025-04-30",
        "2025-05-01",
        "2025-05-02",
        "2025-05-05",
        "2025-05-06",
        "2025-05-07",
        "2025-05-08"
      ],
      "horizonObservationCounts": {
        "1": 82,
        "5": 82,
        "10": 78
      },
      "baselineAvgForwardReturns": {
        "1": -0.0007999975836252826,
        "5": -0.0035118083898921315,
        "10": -0.007049703326627651
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    },
    {
      "topN": 4,
      "ticker": "NOW",
      "hitRates": {
        "1": 0.4375,
        "5": 0.375,
        "10": 0.35526315789473684
      },
      "hitRate1D": 0.4375,
      "comboQuality": 0.01933944261956104,
      "eligibleDays": 330,
      "fitnessScore": -0.5137375369086514,
      "lookbackDays": 30,
      "returnLift1D": -0.0027860773516446584,
      "hitRateLift1D": -0.054807692307692335,
      "activationRate": 0.24242424242424243,
      "activationCount": 80,
      "baselineHitRates": {
        "1": 0.49230769230769234,
        "5": 0.45794392523364486,
        "10": 0.4430379746835443
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      "sampleConfidence": 0.9966666666666667,
      "shadowSharpeLike": -0.9245833528225841,
      "avgForwardReturns": {
        "1": -0.0035860749352699408,
        "5": -0.012080407366241181,
        "10": -0.020648112234446615
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      "shadowMaxDrawdown": -0.3603096925052265,
      "shadowTotalReturn": -0.2842218790837395,
      "avgForwardReturn1D": -0.0035860749352699408,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-04-25",
        "2025-04-28",
        "2025-04-29",
        "2025-04-30",
        "2025-05-01",
        "2025-05-02",
        "2025-05-05",
        "2025-05-06",
        "2025-05-07",
        "2025-05-08"
      ],
      "horizonObservationCounts": {
        "1": 80,
        "5": 80,
        "10": 76
      },
      "baselineAvgForwardReturns": {
        "1": -0.0007999975836252826,
        "5": -0.0035118083898921315,
        "10": -0.007049703326627651
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    }
  ],
  "interpretation": {
    "scoreMeaning": "The effective fit score after applying the conservative confidence penalty. Lower confidence reduces the effective fit score but does not, by itself, imply evidence of poor fit.",
    "fitScopeMeaning": "Aptet fit is currently universe-conditioned: activation history and fit depend on the other members in the tested cross-sectional universe.",
    "rawScoreMeaning": "The unadjusted Aptet-family fit estimate before applying the conservative confidence penalty.",
    "activationMeaning": "Activation count measures how often the Aptet ranking would have selected the stock while risk-on.",
    "confidenceMeaning": "Reflects the amount and breadth of historical evidence supporting the family-fit score.",
    "algorithmFitMeaning": "Measures how consistently this stock works across the Aptet strategy family within this tested universe, not only under its single best parameter combination.",
    "comboQualityMeaning": "Fixed-scale normalized profile quality derived from fitnessScore using sigmoid((fitnessScore - 0.35) / 0.22).",
    "fitnessScoreMeaning": "Per-profile raw score used for diagnostics and ranking. Higher is better, but it is not the stock's overall Aptet-family fit.",
    "forwardReturnMeaning": "Forward returns are measured from the close before activation through each requested horizon.",
    "profileBreadthMeaning": "Measures how much of the tested Aptet parameter grid clears a robust quality threshold after weighting for sample confidence.",
    "parameterStabilityMeaning": "Measures whether nearby Aptet parameter combinations retain a large share of the best profile's normalized quality.",
    "confidenceAdjustmentMeaning": "The current conservative_penalty adjustment retains the existing formula: rawScore * confidence + rawScore * (1 - confidence) * 0.50."
  },
  "lookbackSummary": [
    {
      "bestTopN": 5,
      "comboQuality": 0.11175624130459708,
      "fitnessScore": -0.10604374768127035,
      "lookbackDays": 14,
      "returnLift1D": 0.0007629142456525957,
      "activationRate": 0.3181818181818182,
      "activationCount": 112,
      "sampleConfidence": 0.9904761904761905,
      "shadowTotalReturn": -0.10298089674418798,
      "avgForwardReturn1D": -0.00021639520186397685
    },
    {
      "bestTopN": 5,
      "comboQuality": 0.041868273014651076,
      "fitnessScore": -0.33870052631081177,
      "lookbackDays": 21,
      "returnLift1D": -0.0006220068877435376,
      "activationRate": 0.28023598820059,
      "activationCount": 95,
      "sampleConfidence": 0.9936842105263158,
      "shadowTotalReturn": -0.1912506719842504,
      "avgForwardReturn1D": -0.001518816923632571
    },
    {
      "bestTopN": 2,
      "comboQuality": 0.045928704873262366,
      "fitnessScore": -0.31740258230621293,
      "lookbackDays": 30,
      "returnLift1D": -0.002295526908129797,
      "activationRate": 0.15151515151515152,
      "activationCount": 50,
      "sampleConfidence": 0.9973333333333334,
      "shadowTotalReturn": -0.1644251947315335,
      "avgForwardReturn1D": -0.0030955244917550795
    },
    {
      "bestTopN": 2,
      "comboQuality": 0.2410245678824139,
      "fitnessScore": 0.0976444815510251,
      "lookbackDays": 45,
      "returnLift1D": 0.0015118089412521191,
      "activationRate": 0.15873015873015872,
      "activationCount": 50,
      "sampleConfidence": 0.9786666666666667,
      "shadowTotalReturn": 0.026376865403357597,
      "avgForwardReturn1D": 0.000741573956109305
    },
    {
      "bestTopN": 2,
      "comboQuality": 0.06220218642089584,
      "fitnessScore": -0.24689172941812815,
      "lookbackDays": 63,
      "returnLift1D": -0.00013935178131797995,
      "activationRate": 0.11784511784511785,
      "activationCount": 35,
      "sampleConfidence": 0.9961904761904763,
      "shadowTotalReturn": -0.0751186746020287,
      "avgForwardReturn1D": -0.002050978145663738
    }
  ],
  "strategyOptions": {
    "shadow": "Scores the stock like a standalone trade-only-when-active strategy.",
    "blended": "Recommended. Mixes activation quality, activation frequency, return lift, and shadow performance.",
    "coverage": "Rewards stocks that activate often without giving up too much quality.",
    "precision": "Prioritizes hit rate and average return after activation."
  },
  "universeIdentity": {
    "hash": "f87edcd6fda786c5c8860e8ea14b871c62f560675904a8374a87276652d5aec7",
    "size": 13,
    "members": [
      "NOW",
      "SMH",
      "XLB",
      "XLC",
      "XLE",
      "XLF",
      "XLI",
      "XLK",
      "XLP",
      "XLRE",
      "XLU",
      "XLV",
      "XLY"
    ],
    "version": 1
  },
  "scoreModeDescription": "Recommended. Mixes activation quality, activation frequency, return lift, and shadow performance."
}
As Of
2026-07-25
Beta To Benchmark 1y
-
Correlation To Benchmark 1y
-
Drawdown Score 1m
-
Drawdown Score 1w
-
Drawdown Score 1y
-
Drawdown Score 2w
-
Drawdown Score 2y
-
Drawdown Score 3m
-
Drawdown Score 5y
-
Drawdown Score 6m
-
Force Fitness
{
  "config": {
    "weights": [
      0.4,
      0.3,
      0.2,
      0.1
    ],
    "universe": [
      "XLK",
      "XLF",
      "XLV",
      "XLY",
      "XLI",
      "XLP",
      "XLE",
      "XLB",
      "XLU",
      "XLRE",
      "XLC",
      "SMH",
      "NOW"
    ],
    "lookbacks": [
      14,
      21,
      30,
      45,
      63
    ],
    "forwardDays": [
      1,
      5,
      10
    ],
    "portfolioSizes": [
      2,
      3,
      4,
      5
    ],
    "safetyNetEquity": "VOO"
  },
  "ticker": "NOW",
  "fitScope": "universe_conditioned",
  "algorithm": "force",
  "bestCombo": {
    "topN": 2,
    "ticker": "NOW",
    "hitRates": {
      "1": 0.5,
      "5": 0.48,
      "10": 0.4888888888888889
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    "hitRate1D": 0.5,
    "rankWeights": [
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      0.30000000000000004
    ],
    "comboQuality": 0.21537337314785573,
    "eligibleDays": 344,
    "fitnessScore": 0.06557633766204403,
    "lookbackDays": 45,
    "returnLift1D": 0.001321068341787867,
    "hitRateLift1D": 0.008720930232558155,
    "portfolioSize": 2,
    "activationRate": 0.1511627906976744,
    "activationCount": 52,
    "baselineHitRates": {
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      "5": 0.4588235294117647,
      "10": 0.42686567164179107
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    "sampleConfidence": 0.9884615384615385,
    "shadowSharpeLike": 0.08481683825230199,
    "avgForwardReturns": {
      "1": 0.000298220994905712,
      "5": -0.0022622759086022514,
      "10": 0.0022171109970051573
    },
    "shadowMaxDrawdown": -0.08647004879987685,
    "shadowTotalReturn": 0.004756847528526675,
    "avgForwardReturn1D": 0.000298220994905712,
    "riskOffActivations": 0,
    "activationDatesSample": [
      "2025-04-28",
      "2025-04-29",
      "2025-04-30",
      "2025-05-01",
      "2025-05-02",
      "2025-05-05",
      "2025-05-06",
      "2025-05-07",
      "2025-05-08",
      "2025-05-09"
    ],
    "horizonObservationCounts": {
      "1": 52,
      "5": 50,
      "10": 45
    },
    "baselineAvgForwardReturns": {
      "1": -0.001022847346882155,
      "5": -0.004742534911860825,
      "10": -0.00945035524219378
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  },
  "dateRange": {
    "end": "2026-07-25",
    "start": "2025-01-01"
  },
  "scoreMode": "blended",
  "calibration": {
    "bestComboQuality": 0.21537337314785573,
    "comboQualityScale": 0.22,
    "comboQualityCenter": 0.35,
    "medianComboQuality": 0.03542789875194445,
    "bestRawFitnessScore": 0.06557633766204403,
    "upperQuartileComboQuality": 0.04615751477097645
  },
  "algorithmFit": {
    "label": "poor",
    "score": 0.06760062681120328,
    "rawScore": 0.07310567388978484,
    "confidence": 0.8493948065677899,
    "bestProfile": {
      "lookbackDays": 45,
      "portfolioSize": 2
    },
    "profileBreadth": 0,
    "recommendedRegion": {
      "lookbackDays": [
        45
      ],
      "portfolioSizes": [
        2
      ]
    },
    "parameterStability": 0.07544564862042288,
    "confidenceAdjustment": "conservative_penalty"
  },
  "rankedCombos": [
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      "topN": 2,
      "ticker": "NOW",
      "hitRates": {
        "1": 0.5,
        "5": 0.48,
        "10": 0.4888888888888889
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      "hitRate1D": 0.5,
      "rankWeights": [
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      ],
      "comboQuality": 0.21537337314785573,
      "eligibleDays": 344,
      "fitnessScore": 0.06557633766204403,
      "lookbackDays": 45,
      "returnLift1D": 0.001321068341787867,
      "hitRateLift1D": 0.008720930232558155,
      "portfolioSize": 2,
      "activationRate": 0.1511627906976744,
      "activationCount": 52,
      "baselineHitRates": {
        "1": 0.49127906976744184,
        "5": 0.4588235294117647,
        "10": 0.42686567164179107
      },
      "sampleConfidence": 0.9884615384615385,
      "shadowSharpeLike": 0.08481683825230199,
      "avgForwardReturns": {
        "1": 0.000298220994905712,
        "5": -0.0022622759086022514,
        "10": 0.0022171109970051573
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      "shadowMaxDrawdown": -0.08647004879987685,
      "shadowTotalReturn": 0.004756847528526675,
      "avgForwardReturn1D": 0.000298220994905712,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-04-28",
        "2025-04-29",
        "2025-04-30",
        "2025-05-01",
        "2025-05-02",
        "2025-05-05",
        "2025-05-06",
        "2025-05-07",
        "2025-05-08",
        "2025-05-09"
      ],
      "horizonObservationCounts": {
        "1": 52,
        "5": 50,
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      },
      "baselineAvgForwardReturns": {
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        "5": -0.004742534911860825,
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    },
    {
      "topN": 2,
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      "hitRates": {
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        "5": 0.39473684210526316,
        "10": 0.32432432432432434
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      "hitRate1D": 0.4473684210526316,
      "rankWeights": [
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      ],
      "comboQuality": 0.08306408821604526,
      "eligibleDays": 326,
      "fitnessScore": -0.17831352723274332,
      "lookbackDays": 63,
      "returnLift1D": -0.0007357127183999146,
      "hitRateLift1D": -0.043429124959638354,
      "portfolioSize": 2,
      "activationRate": 0.1165644171779141,
      "activationCount": 38,
      "baselineHitRates": {
        "1": 0.49079754601226994,
        "5": 0.45962732919254656,
        "10": 0.4353312302839117
      },
      "sampleConfidence": 0.9982456140350878,
      "shadowSharpeLike": -0.6660659963807354,
      "avgForwardReturns": {
        "1": -0.0017987416212747551,
        "5": -0.007969726508487424,
        "10": -0.013886666398120919
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      "shadowMaxDrawdown": -0.07860858570930906,
      "shadowTotalReturn": -0.0719938694791914,
      "avgForwardReturn1D": -0.0017987416212747551,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-05-14",
        "2025-05-15",
        "2025-05-16",
        "2025-05-19",
        "2025-05-20",
        "2025-05-21",
        "2025-05-22",
        "2025-05-23",
        "2025-05-27",
        "2025-05-28"
      ],
      "horizonObservationCounts": {
        "1": 38,
        "5": 38,
        "10": 37
      },
      "baselineAvgForwardReturns": {
        "1": -0.0010630289028748406,
        "5": -0.0038608326531544574,
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    },
    {
      "topN": 2,
      "ticker": "NOW",
      "hitRates": {
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        "10": 0.34
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      "hitRate1D": 0.5,
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      "comboQuality": 0.0529561329791827,
      "eligibleDays": 359,
      "fitnessScore": -0.2844539350614895,
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      "sampleConfidence": 1,
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      "avgForwardReturns": {
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        "5": -0.016579700246579832,
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      "shadowMaxDrawdown": -0.2507527092757065,
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      "riskOffActivations": 0,
      "activationDatesSample": [
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        "2025-04-28",
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        "2025-04-30",
        "2025-05-01",
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      "horizonObservationCounts": {
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    },
    {
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      "comboQuality": 0.05282103829017253,
      "eligibleDays": 326,
      "fitnessScore": -0.28504726758745197,
      "lookbackDays": 63,
      "returnLift1D": -0.0012278193311261454,
      "hitRateLift1D": -0.05976306325364927,
      "portfolioSize": 4,
      "activationRate": 0.17791411042944785,
      "activationCount": 58,
      "baselineHitRates": {
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      "sampleConfidence": 0.9954022988505747,
      "shadowSharpeLike": -0.6661166160103302,
      "avgForwardReturns": {
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        "5": -0.016158458448643585,
        "10": -0.0284563187472556
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      "shadowMaxDrawdown": -0.16452143107989536,
      "shadowTotalReturn": -0.14101159477923153,
      "avgForwardReturn1D": -0.002290848234000986,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-05-13",
        "2025-05-14",
        "2025-05-15",
        "2025-05-16",
        "2025-05-19",
        "2025-05-20",
        "2025-05-21",
        "2025-05-22",
        "2025-05-23",
        "2025-05-27"
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      "horizonObservationCounts": {
        "1": 58,
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        "10": 54
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      "baselineAvgForwardReturns": {
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        "5": -0.0038608326531544574,
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    },
    {
      "topN": 5,
      "ticker": "NOW",
      "hitRates": {
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      "hitRate1D": 0.43103448275862066,
      "rankWeights": [
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      "comboQuality": 0.05282103829017253,
      "eligibleDays": 326,
      "fitnessScore": -0.28504726758745197,
      "lookbackDays": 63,
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      "hitRateLift1D": -0.03189415041782728,
      "portfolioSize": 4,
      "activationRate": 0.22284122562674094,
      "activationCount": 80,
      "baselineHitRates": {
        "1": 0.4818941504178273,
        "5": 0.4394366197183099,
        "10": 0.4085714285714286
      },
      "sampleConfidence": 1,
      "shadowSharpeLike": -0.8813815244403648,
      "avgForwardReturns": {
        "1": -0.003566429685416074,
        "5": -0.012059060136344309,
        "10": -0.024239644496564135
      },
      "shadowMaxDrawdown": -0.3608128378913583,
      "shadowTotalReturn": -0.28311783834316717,
      "avgForwardReturn1D": -0.003566429685416074,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-04-25",
        "2025-04-28",
        "2025-04-29",
        "2025-04-30",
        "2025-05-01",
        "2025-05-02",
        "2025-05-05",
        "2025-05-06",
        "2025-05-07",
        "2025-05-08"
      ],
      "horizonObservationCounts": {
        "1": 80,
        "5": 80,
        "10": 80
      },
      "baselineAvgForwardReturns": {
        "1": -0.0016027367477103713,
        "5": -0.006919117310886626,
        "10": -0.012890221780246038
      }
    },
    {
      "topN": 5,
      "ticker": "NOW",
      "hitRates": {
        "1": 0.45,
        "5": 0.3875,
        "10": 0.3375
      },
      "hitRate1D": 0.45,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004,
        0.10000000000000002
      ],
      "comboQuality": 0.02071113598211576,
      "eligibleDays": 359,
      "fitnessScore": -0.4983541293754673,
      "lookbackDays": 30,
      "returnLift1D": -0.0019636929377057025,
      "hitRateLift1D": -0.03189415041782728,
      "portfolioSize": 5,
      "activationRate": 0.22284122562674094,
      "activationCount": 80,
      "baselineHitRates": {
        "1": 0.4818941504178273,
        "5": 0.4394366197183099,
        "10": 0.4085714285714286
      },
      "sampleConfidence": 1,
      "shadowSharpeLike": -0.8813815244403648,
      "avgForwardReturns": {
        "1": -0.003566429685416074,
        "5": -0.012059060136344309,
        "10": -0.024239644496564135
      },
      "shadowMaxDrawdown": -0.3608128378913583,
      "shadowTotalReturn": -0.28311783834316717,
      "avgForwardReturn1D": -0.003566429685416074,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-04-25",
        "2025-04-28",
        "2025-04-29",
        "2025-04-30",
        "2025-05-01",
        "2025-05-02",
        "2025-05-05",
        "2025-05-06",
        "2025-05-07",
        "2025-05-08"
      ],
      "horizonObservationCounts": {
        "1": 80,
        "5": 80,
        "10": 80
      },
      "baselineAvgForwardReturns": {
        "1": -0.0016027367477103713,
        "5": -0.006919117310886626,
        "10": -0.012890221780246038
      }
    },
    {
      "topN": 2,
      "ticker": "NOW",
      "hitRates": {
        "1": 0.4444444444444444,
        "5": 0.43333333333333335,
        "10": 0.3220338983050847
      },
      "hitRate1D": 0.4444444444444444,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004
      ],
      "comboQuality": 0.01737850627185022,
      "eligibleDays": 368,
      "fitnessScore": -0.5376977610437803,
      "lookbackDays": 21,
      "returnLift1D": -0.002813238457932602,
      "hitRateLift1D": -0.033816425120772986,
      "portfolioSize": 2,
      "activationRate": 0.17119565217391305,
      "activationCount": 63,
      "baselineHitRates": {
        "1": 0.4782608695652174,
        "5": 0.43131868131868134,
        "10": 0.3983286908077994
      },
      "sampleConfidence": 0.9925925925925927,
      "shadowSharpeLike": -0.8978411484483041,
      "avgForwardReturns": {
        "1": -0.004467322593169936,
        "5": -0.015426120828099106,
        "10": -0.04205530265184617
      },
      "shadowMaxDrawdown": -0.3517343926017594,
      "shadowTotalReturn": -0.27895089835060016,
      "avgForwardReturn1D": -0.004467322593169936,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-04-25",
        "2025-04-28",
        "2025-04-29",
        "2025-04-30",
        "2025-05-01",
        "2025-05-02",
        "2025-05-05",
        "2025-05-06",
        "2025-05-07",
        "2025-05-08"
      ],
      "horizonObservationCounts": {
        "1": 63,
        "5": 60,
        "10": 59
      },
      "baselineAvgForwardReturns": {
        "1": -0.001654084135237334,
        "5": -0.007325094548192758,
        "10": -0.014107583900729938
      }
    },
    {
      "topN": 4,
      "ticker": "NOW",
      "hitRates": {
        "1": 0.4375,
        "5": 0.38961038961038963,
        "10": 0.3333333333333333
      },
      "hitRate1D": 0.4375,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004,
        0.10000000000000002
      ],
      "comboQuality": 0.016646567957311155,
      "eligibleDays": 368,
      "fitnessScore": -0.547328197333332,
      "lookbackDays": 21,
      "returnLift1D": -0.002282774628657311,
      "hitRateLift1D": -0.040760869565217406,
      "portfolioSize": 4,
      "activationRate": 0.21739130434782608,
      "activationCount": 80,
      "baselineHitRates": {
        "1": 0.4782608695652174,
        "5": 0.43131868131868134,
        "10": 0.3983286908077994
      },
      "sampleConfidence": 0.9933333333333334,
      "shadowSharpeLike": -0.9377519327242695,
      "avgForwardReturns": {
        "1": -0.003936858763894645,
        "5": -0.009043605088192082,
        "10": -0.0330020984722977
      },
      "shadowMaxDrawdown": -0.3565405059427663,
      "shadowTotalReturn": -0.30705494696117996,
      "avgForwardReturn1D": -0.003936858763894645,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-04-16",
        "2025-04-17",
        "2025-04-25",
        "2025-04-28",
        "2025-04-29",
        "2025-04-30",
        "2025-05-01",
        "2025-05-02",
        "2025-05-05",
        "2025-05-06"
      ],
      "horizonObservationCounts": {
        "1": 80,
        "5": 77,
        "10": 75
      },
      "baselineAvgForwardReturns": {
        "1": -0.001654084135237334,
        "5": -0.007325094548192758,
        "10": -0.014107583900729938
      }
    },
    {
      "topN": 5,
      "ticker": "NOW",
      "hitRates": {
        "1": 0.4375,
        "5": 0.38961038961038963,
        "10": 0.3333333333333333
      },
      "hitRate1D": 0.4375,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004,
        0.10000000000000002
      ],
      "comboQuality": 0.016646567957311155,
      "eligibleDays": 368,
      "fitnessScore": -0.547328197333332,
      "lookbackDays": 21,
      "returnLift1D": -0.002282774628657311,
      "hitRateLift1D": -0.040760869565217406,
      "portfolioSize": 5,
      "activationRate": 0.21739130434782608,
      "activationCount": 80,
      "baselineHitRates": {
        "1": 0.4782608695652174,
        "5": 0.43131868131868134,
        "10": 0.3983286908077994
      },
      "sampleConfidence": 0.9933333333333334,
      "shadowSharpeLike": -0.9377519327242695,
      "avgForwardReturns": {
        "1": -0.003936858763894645,
        "5": -0.009043605088192082,
        "10": -0.0330020984722977
      },
      "shadowMaxDrawdown": -0.3565405059427663,
      "shadowTotalReturn": -0.30705494696117996,
      "avgForwardReturn1D": -0.003936858763894645,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-04-16",
        "2025-04-17",
        "2025-04-25",
        "2025-04-28",
        "2025-04-29",
        "2025-04-30",
        "2025-05-01",
        "2025-05-02",
        "2025-05-05",
        "2025-05-06"
      ],
      "horizonObservationCounts": {
        "1": 80,
        "5": 77,
        "10": 75
      },
      "baselineAvgForwardReturns": {
        "1": -0.001654084135237334,
        "5": -0.007325094548192758,
        "10": -0.014107583900729938
      }
    }
  ],
  "interpretation": {
    "scoreMeaning": "The effective fit score after applying the conservative confidence penalty.",
    "backendMeaning": "This Force evaluator uses the alpha1 backend logic that powers the current Force preview path.",
    "fitScopeMeaning": "Force fit is currently universe-conditioned because the stock competes against the tested Force universe at each ranking step.",
    "rawScoreMeaning": "The unadjusted Force-family fit estimate before the conservative confidence penalty.",
    "algorithmFitMeaning": "Measures how consistently this stock works across the Force strategy family within this tested universe.",
    "confidenceAdjustmentMeaning": "The current conservative_penalty adjustment retains the existing formula used by the shared family-fit core."
  },
  "lookbackSummary": [
    {
      "comboQuality": 0.04393634026457776,
      "fitnessScore": -0.32761819981010765,
      "lookbackDays": 14,
      "returnLift1D": 0.0001480557396151094,
      "activationRate": 0.2853333333333333,
      "activationCount": 107,
      "sampleConfidence": 0.994392523364486,
      "bestPortfolioSize": 4,
      "shadowTotalReturn": -0.2448919621707245,
      "avgForwardReturn1D": -0.0017347804265255824
    },
    {
      "comboQuality": 0.02151825607588028,
      "fitnessScore": -0.48976209565876266,
      "lookbackDays": 21,
      "returnLift1D": -0.0020464393765614384,
      "activationRate": 0.19293478260869565,
      "activationCount": 71,
      "sampleConfidence": 0.9934272300469484,
      "bestPortfolioSize": 3,
      "shadowTotalReturn": -0.2695361051682118,
      "avgForwardReturn1D": -0.0037005235117987725
    },
    {
      "comboQuality": 0.0529561329791827,
      "fitnessScore": -0.2844539350614895,
      "lookbackDays": 30,
      "returnLift1D": -0.0014411982330109765,
      "activationRate": 0.1392757660167131,
      "activationCount": 50,
      "sampleConfidence": 1,
      "bestPortfolioSize": 2,
      "shadowTotalReturn": -0.16230780190194194,
      "avgForwardReturn1D": -0.0030439349807213478
    },
    {
      "comboQuality": 0.21537337314785573,
      "fitnessScore": 0.06557633766204403,
      "lookbackDays": 45,
      "returnLift1D": 0.001321068341787867,
      "activationRate": 0.1511627906976744,
      "activationCount": 52,
      "sampleConfidence": 0.9884615384615385,
      "bestPortfolioSize": 2,
      "shadowTotalReturn": 0.004756847528526675,
      "avgForwardReturn1D": 0.000298220994905712
    },
    {
      "comboQuality": 0.08306408821604526,
      "fitnessScore": -0.17831352723274332,
      "lookbackDays": 63,
      "returnLift1D": -0.0007357127183999146,
      "activationRate": 0.1165644171779141,
      "activationCount": 38,
      "sampleConfidence": 0.9982456140350878,
      "bestPortfolioSize": 2,
      "shadowTotalReturn": -0.0719938694791914,
      "avgForwardReturn1D": -0.0017987416212747551
    }
  ],
  "strategyOptions": {
    "shadow": "Scores the stock like a standalone trade-only-when-active strategy.",
    "blended": "Recommended. Mixes activation quality, activation frequency, return lift, and shadow performance.",
    "coverage": "Rewards stocks that activate often without giving up too much quality.",
    "precision": "Prioritizes hit rate and average return after activation."
  },
  "backendAlgorithm": "alpha1",
  "universeIdentity": {
    "hash": "f87edcd6fda786c5c8860e8ea14b871c62f560675904a8374a87276652d5aec7",
    "size": 13,
    "members": [
      "NOW",
      "SMH",
      "XLB",
      "XLC",
      "XLE",
      "XLF",
      "XLI",
      "XLK",
      "XLP",
      "XLRE",
      "XLU",
      "XLV",
      "XLY"
    ],
    "version": 1
  },
  "scoreModeDescription": "Recommended. Mixes activation quality, activation frequency, return lift, and shadow performance."
}
Inverse To Benchmark 1y
-
Return 1m
-
Return 1w
-
Return 1y
-
Return 2w
-
Return 2y
-
Return 3m
-
Return 5y
-
Return 6m
-
Sharpe 1m
-
Sharpe 1w
-
Sharpe 1y
-
Sharpe 2w
-
Sharpe 2y
-
Sharpe 3m
-
Sharpe 5y
-
Sharpe 6m
-
Sharpe Score
-
Trend 1m
-
Trend 1w
-
Trend 1y
-
Trend 2w
-
Trend 2y
-
Trend 3m
-
Trend 5y
-
Trend 6m
-
Volatility 1m
-
Volatility 1w
-
Volatility 1y
-
Volatility 2w
-
Volatility 2y
-
Volatility 3m
-
Volatility 5y
-
Volatility 6m
-
Composite scores
Top-level ranking signals surfaced on the page.
10 fields
Cap
0.672
Liquidity
1
Momentum
0.406
Relative strength
0.241
Trend quality
0.338
Stability
0.377
Aggression
0.580
Downside risk
0.360
Drawdown state
0.223
Quality momentum
0.339
Vector snapshot
Feature coverage: 100%
Normalized features
Bounded [0,1] features used for ranking and clustering.
81 fields
Inverse To Benchmark 1y
0.836
Benchmark Independence 3m Score
0.874
Beta 1y Profile Score
0.273
Beta 3m Profile Score
0.295
Beta Change Score
0.528
Correlation Change Score
0.481
Current Drawdown Score
0.066
Days Since 52w High Score
0.992
Distance From 52w High Score
0.171
Distance From Sma 20 Score
0.318
Distance From Sma 200 Score
0.039
Distance From Sma 50 Score
0.308
Downside Volatility 1m Score
0.631
Downside Volatility 1y Score
0.671
Downside Volatility 2y Score
0.565
Downside Volatility 3m Score
0.922
Downside Volatility 5y Score
0.540
Downside Volatility 6m Score
0.868
Drawdown Recovery Score
0.592
Excess Return 1m Score
0.420
Excess Return 1y Score
0
Excess Return 3m Score
0.252
Excess Return 6m Score
0
Expected Shortfall 95 1y Score
0.175
Log Avg Dollar Volume 20d Score
1
Log Market Cap Score
0.672
Drawdown Score 1m
0.305
Drawdown Score 1y
0.102
Drawdown Score 2y
0.193
Drawdown Score 3m
0.147
Drawdown Score 5y
0.355
Drawdown Score 6m
0.289
Momentum Acceleration 1m Vs 3m Score
0.481
Momentum Acceleration 3m Vs 6m Score
0.528
Moving Average Alignment Score
0.250
Relative Strength Acceleration Score
0.703
Relative Strength Slope 3m Score
0.587
Relative Volume 20d Score
0.190
Return 1m Score
0.431
Return 1w Score
0.113
Return 1y Score
0.174
Return 2y Score
0.178
Return 3m Score
0.365
Return 5y Score
0.063
Return 6m Score
0.278
Return Skewness 1y Score
0.454
Sector Excess Return 1y Score
0
Sharpe 1m Score
0.290
Sharpe 1y Score
0.174
Sharpe 2y Score
0.348
Sharpe 3m Score
0.357
Sharpe 5y Score
0.427
Sharpe 6m Score
0.285
Sortino 1m Score
0.295
Sortino 1y Score
0.240
Sortino 2y Score
0.342
Sortino 3m Score
0.347
Sortino 5y Score
0.391
Sortino 6m Score
0.306
Trend R2 1m Score
0.042
Trend R2 1w Score
0.769
Trend R2 1y Score
0.825
Trend R2 2y Score
0.554
Trend R2 3m Score
0.151
Trend R2 5y Score
0.237
Trend R2 6m Score
0.126
Trend Slope 1m Score
0.621
Trend Slope 1w Score
0
Trend Slope 1y Score
0.289
Trend Slope 2y Score
0.414
Trend Slope 3m Score
0.627
Trend Slope 5y Score
0.525
Trend Slope 6m Score
0.437
Volatility 1m Score
0.748
Volatility 1w Score
0.564
Volatility 1y Score
0.638
Volatility 2y Score
0.566
Volatility 3m Score
0.956
Volatility 5y Score
0.521
Volatility 6m Score
0.836
Worst Day 1y Score
0.113
Raw values
Underlying economic values before normalization.
89 fields
Avg Dollar Volume 20d
2,255,188,405.218
Best Day 1y
0.144
Beta To Benchmark 1y
0.683
Beta 3m
0.739
Beta Change
0.056
Beta To Sector 1y
0.372
Correlation To Benchmark 1y
0.164
Correlation 3m
0.126
Correlation Change
-0.038
Correlation To Sector 1y
0.174
Cluster features
The subset used for clustering and coverage calculations.
40 fields
Inverse To Benchmark 1y
0.836
Benchmark Independence 3m Score
0.874
Beta 1y Profile Score
0.273
Beta 3m Profile Score
0.295
Beta Change Score
0.528
Correlation Change Score
0.481
Current Drawdown Score
0.066
Distance From Sma 20 Score
0.318
Distance From Sma 200 Score
0.039
Current Drawdown
-0.607
Days Since 52w High
250
Distance From 52w High
-0.539
Distance From Sma 20
-0.109
Distance From Sma 200
-0.277
Distance From Sma 50
-0.115
Downside Capture 1y
0.641
Downside Volatility 1m
0.523
Downside Volatility 1w
-
Downside Volatility 1y
0.553
Downside Volatility 2y
0.474
Downside Volatility 3m
0.742
Downside Volatility 5y
0.455
Downside Volatility 6m
0.701
Drawdown Recovery
0.185
Excess Return 1m
-0.048
Excess Return 1y
-0.709
Excess Return 3m
-0.149
Excess Return 6m
-0.349
Expected Shortfall 95 1y
-0.083
Market Cap
102,124,888,360
Max Drawdown 1m
-0.174
Max Drawdown 1w
-0.122
Max Drawdown 1y
-0.583
Max Drawdown 2y
-0.645
Max Drawdown 3m
-0.341
Max Drawdown 5y
-0.645
Max Drawdown 6m
-0.391
Momentum Acceleration 1m Vs 3m
-0.006
Momentum Acceleration 3m Vs 6m
0.008
Moving Average Alignment
-0.500
Relative Strength Acceleration
0.003
Relative Strength Slope 3m
0.001
Relative Volume 20d
0.812
Return 1m
-0.042
Return 1w
-0.116
Return 1y
-0.522
Return 2y
-0.378
Return 3m
-0.108
Return 5y
-0.177
Return 6m
-0.266
Return Skewness 1y
-0.279
Sector Excess Return 1y
-0.909
Sharpe 1m
-0.549
Sharpe 1y
-1.129
Sharpe 2y
-0.262
Sharpe 3m
-0.214
Sharpe 5y
0.133
Sharpe 6m
-0.574
Sortino 1m
-0.641
Sortino 1y
-1.079
Sortino 2y
-0.263
Sortino 3m
-0.221
Sortino 5y
0.128
Sortino 6m
-0.554
Trend R2 1m
0.042
Trend R2 1w
0.769
Trend R2 1y
0.825
Trend R2 2y
0.554
Trend R2 3m
0.151
Trend R2 5y
0.237
Trend R2 6m
0.126
Trend 1m
0.002
Trend 1w
-0.025
Trend 1y
-0.003
Trend 2y
-0.001
Trend 3m
0.002
Trend 5y
0.000
Trend 6m
-0.001
Upside Capture 1y
0.628
Value At Risk 95 1y
-0.058
Volatility 1m
0.611
Volatility 1w
0.473
Volatility 1y
0.528
Volatility 2y
0.475
Volatility 3m
0.767
Volatility 5y
0.441
Volatility 6m
0.677
Worst Day 1y
-0.177
Distance From Sma 50 Score
0.308
Downside Volatility 1y Score
0.671
Downside Volatility 3m Score
0.922
Drawdown Recovery Score
0.592
Excess Return 1m Score
0.420
Excess Return 1y Score
0
Excess Return 3m Score
0.252
Excess Return 6m Score
0
Expected Shortfall 95 1y Score
0.175
Log Avg Dollar Volume 20d Score
1
Log Market Cap Score
0.672
Drawdown Score 1y
0.102
Drawdown Score 5y
0.355
Momentum Acceleration 1m Vs 3m Score
0.481
Momentum Acceleration 3m Vs 6m Score
0.528
Moving Average Alignment Score
0.250
Relative Strength Acceleration Score
0.703
Relative Volume 20d Score
0.190
Return 1m Score
0.431
Return 1y Score
0.174
Return 3m Score
0.365
Return 6m Score
0.278
Return Skewness 1y Score
0.454
Sortino 1y Score
0.240
Sortino 3m Score
0.347
Trend R2 1y Score
0.825
Trend R2 3m Score
0.151
Trend Slope 1y Score
0.289
Trend Slope 3m Score
0.627
Volatility 1y Score
0.638
Volatility 3m Score
0.956