{
  "ticker": {
    "uuid": "7887ffbd-b148-4362-98f2-011ef6fa613e",
    "symbol": "PLUS",
    "name": "ePlus inc",
    "exchange": "NASDAQ",
    "country": "US",
    "assetType": "equity"
  },
  "methodBoundary": "Trend Architecture is a weekly structural classification, not a forecast, probability of return, recommendation or execution signal. Confidence measures geometric agreement and external confirmation only.",
  "analysis": {
    "eligible": true,
    "as_of": "2026-08-07",
    "benchmark": "QQQ",
    "stage": 2,
    "stage_name": "Advancing",
    "phase": "2c",
    "phase_label": "Stage 2C \u00b7 Late advance",
    "transition": "stage_2_healthy",
    "transition_label": "Stage 2 trend intact",
    "confidence": 74.195,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Early expansion",
    "architecture_gate": "up",
    "architecture_direction": 54.671,
    "architecture_energy": 56.788,
    "architecture_maturity": 9.934,
    "architecture_confidence": 74.577,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding upward.",
        "body": "Trend and Activity show sustained positive alignment with constructive price acceptance. Directional energy remains positive; cooling within this regime can indicate that it is maturing."
      },
      "scores": {
        "balance": 30.76,
        "rotation_up": 63.39,
        "upward_expansion": 85.97,
        "deceleration": 45.54,
        "rotation_down": 14.07,
        "downward_expansion": 14.97
      },
      "activity_lines": [
        90.184667,
        87.621767,
        85.77677,
        84.357213
      ],
      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 0.5
    },
    "latest_close": 89.58,
    "trend_reference": 83.393843,
    "distance_from_trend": 0.07418,
    "trend_direction": "Weakening",
    "fair_value": 76.537729,
    "distance_from_fair_value": 0.170403,
    "fair_value_direction": "Weakening",
    "relative_strength": -3.994192,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.038586,
    "excess_performance": -0.148868,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.07418,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.010057,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.170403,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.045751,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.039942,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.008193,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.038586,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.699761,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 1638412,
      "relative_activity": 1.47211,
      "balance": 0.699761,
      "dry_up": 1.278421,
      "accumulation_observations": 3,
      "distribution_observations": 6
    },
    "risk": {
      "range_context": 0.086871,
      "annualized_volatility": 0.270963,
      "from_high_reference": -0.087222,
      "from_low_reference": 0.33306
    },
    "levels": {
      "trend_reference": 83.393843,
      "fair_value_reference": 76.537729,
      "structural_low": 72.840265,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 26,
        "median_return": -0.003884,
        "positive_rate": 0.461538,
        "directional_follow_through": 0.461538,
        "median_excess_return": -0.010541,
        "regime_survival": 0.692308,
        "best_return": 0.22809,
        "worst_return": -0.147788,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 10,
        "median_return": 0.010639,
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        "median_excess_return": -0.05456,
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        "worst_return": -0.20354,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 7,
        "median_return": 0.099292,
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        "worst_return": -0.303738,
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      {
        "horizon": "Full cycle",
        "sample_count": 3,
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        "worst_return": -0.153621,
        "sufficient": false
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        "regime": "deceleration",
        "label": "Deceleration",
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        "regime": "rotation_down",
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      {
        "regime": "downward_expansion",
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      },
      {
        "regime": "balance",
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        "fair_value": 73.174984,
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        "stage": 2,
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        "modifier": "Supply rotation",
        "gate": "mixed",
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      },
      {
        "date": "2026-04-24",
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      },
      {
        "date": "2026-05-01",
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      },
      {
        "date": "2026-05-08",
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      },
      {
        "date": "2026-05-15",
        "close": 82.821729,
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        "typical_volume": 824845.95,
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        "fair_value": 74.256126,
        "relative_strength": -10.474407,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Structural repair",
        "gate": "mixed",
        "direction": 18.071288,
        "energy": 27.87181,
        "activity_lines": [
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      },
      {
        "date": "2026-05-22",
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        "typical_volume": 847216.9,
        "trend": 83.92994,
        "fair_value": 74.485546,
        "relative_strength": -8.975016,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 16.994999,
        "energy": 26.855182,
        "activity_lines": [
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      },
      {
        "date": "2026-05-29",
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        "typical_volume": 881778.45,
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        "relative_strength": -14.614141,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
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        "activity_lines": [
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      },
      {
        "date": "2026-06-05",
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        "typical_volume": 932286.75,
        "trend": 84.172783,
        "fair_value": 74.863505,
        "relative_strength": -10.115718,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "down",
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        "energy": 13.773685,
        "activity_lines": [
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      },
      {
        "date": "2026-06-12",
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        "volume": 1182773,
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        "trend": 83.957057,
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        "relative_strength": -11.021562,
        "stage": 3,
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        "modifier": "Upper balance after advance",
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      },
      {
        "date": "2026-06-19",
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      },
      {
        "date": "2026-06-26",
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        "typical_volume": 1019070.35,
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        "fair_value": 75.382168,
        "relative_strength": -12.042631,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
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        "direction": -40.950658,
        "energy": 21.261792,
        "activity_lines": [
          81.415872,
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      },
      {
        "date": "2026-07-03",
        "close": 80.82,
        "volume": 838694,
        "typical_volume": 1011215.4,
        "trend": 83.078144,
        "fair_value": 75.544067,
        "relative_strength": -11.51509,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "down",
        "direction": -38.342315,
        "energy": 19.684393,
        "activity_lines": [
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      },
      {
        "date": "2026-07-10",
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        "volume": 915146,
        "typical_volume": 1024713.55,
        "trend": 83.027489,
        "fair_value": 75.749213,
        "relative_strength": -3.585313,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": 25.081116,
        "energy": 11.512253,
        "activity_lines": [
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      },
      {
        "date": "2026-07-17",
        "close": 89.27,
        "volume": 1213364,
        "typical_volume": 1041989.65,
        "trend": 83.03835,
        "fair_value": 75.944267,
        "relative_strength": 0.081677,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": 26.198329,
        "energy": 28.956986,
        "activity_lines": [
          85.924,
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          83.590094,
          82.956453
        ]
      },
      {
        "date": "2026-07-24",
        "close": 89.02,
        "volume": 1372133,
        "typical_volume": 1080873.95,
        "trend": 83.02432,
        "fair_value": 76.159237,
        "relative_strength": 1.228163,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 52.629895,
        "energy": 48.845784,
        "activity_lines": [
          87.503333,
          85.29442,
          84.25636,
          83.342366
        ]
      },
      {
        "date": "2026-07-31",
        "close": 92.41,
        "volume": 1467462,
        "typical_volume": 1115612.2,
        "trend": 83.235551,
        "fair_value": 76.38252,
        "relative_strength": 4.151931,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 62.686285,
        "energy": 62.171538,
        "activity_lines": [
          89.734667,
          86.781965,
          85.191764,
          83.947894
        ]
      },
      {
        "date": "2026-08-07",
        "close": 89.58,
        "volume": 1638412,
        "typical_volume": 1112968.8,
        "trend": 83.393843,
        "fair_value": 76.537729,
        "relative_strength": -3.994192,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 54.671117,
        "energy": 56.788204,
        "activity_lines": [
          90.184667,
          87.621767,
          85.77677,
          84.357213
        ]
      }
    ],
    "method": {
      "price_basis": "completed market observations",
      "trend": "Trend provides the primary directional reference.",
      "fair_value": "Fair Value provides long-term price context and is not a forecast or target.",
      "relative_strength": "Relative Strength shows leadership or lagging performance against the market benchmark.",
      "classification": "The SM framework combines Trend, Activity, Fair Value, Relative Strength and participation into a structural read."
    }
  }
}