{
  "ticker": {
    "uuid": "858c9d26-3034-4ad1-9b73-09421b4e9a25",
    "symbol": "QQQH",
    "name": "NEOS NASDAQ-100(R) HEDGED EQUITY INCOME ETF",
    "exchange": "NASDAQ",
    "country": "US",
    "assetType": "etf"
  },
  "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": 3,
    "stage_name": "Distribution",
    "phase": "3a",
    "phase_label": "Stage 3A \u00b7 Churning",
    "transition": "stage_3_churning",
    "transition_label": "Stage 3 range intact",
    "confidence": 96.0,
    "architecture_regime": "deceleration",
    "architecture_regime_label": "Deceleration",
    "architecture_modifier": "Recompressing",
    "architecture_gate": "up",
    "architecture_direction": 25.48,
    "architecture_energy": 18.09,
    "architecture_maturity": 50.866,
    "architecture_confidence": 78.987,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The upward structure remains, but its energy is decelerating.",
        "body": "Trend remains positive, but Activity or price acceptance is losing strength. This can become a healthy recompression, a re-acceleration, or a Rotation Down."
      },
      "scores": {
        "balance": 50.37,
        "rotation_up": 26.66,
        "upward_expansion": 49.75,
        "deceleration": 81.81,
        "rotation_down": 34.68,
        "downward_expansion": 27.75
      },
      "activity_lines": [
        54.120365,
        54.333357,
        54.37431,
        53.84204
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.0
    },
    "latest_close": 54.87,
    "trend_reference": 53.244421,
    "distance_from_trend": 0.030531,
    "trend_direction": "Improving",
    "fair_value": 45.091227,
    "distance_from_fair_value": 0.216866,
    "fair_value_direction": "Weakening",
    "relative_strength": -8.530389,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.053127,
    "excess_performance": -0.134327,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.030531,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.015651,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.216866,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.045179,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.085304,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.019632,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.053127,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 2.439433,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 143935,
      "relative_activity": 0.954813,
      "balance": 2.439433,
      "dry_up": 0.921857,
      "accumulation_observations": 6,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.025414,
      "annualized_volatility": 0.114496,
      "from_high_reference": -0.023244,
      "from_low_reference": 0.119625
    },
    "levels": {
      "trend_reference": 53.244421,
      "fair_value_reference": 45.091227,
      "structural_low": 49.332943,
      "invalidation": "A decisive breakout above range resistance with renewed RS leadership invalidates the distribution reading; a range-low break confirms deterioration."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 7,
        "median_return": 0.025986,
        "positive_rate": 0.714286,
        "directional_follow_through": 0.714286,
        "median_excess_return": -0.00423,
        "regime_survival": 0.428571,
        "best_return": 0.084434,
        "worst_return": -0.026609,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 4,
        "median_return": 0.06863,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": -0.016596,
        "regime_survival": 0.0,
        "best_return": 0.122515,
        "worst_return": 0.035186,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 3,
        "median_return": 0.150784,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
        "median_excess_return": -0.049636,
        "regime_survival": 0.0,
        "best_return": 0.155005,
        "worst_return": -0.07294,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": 0.164071,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
        "median_excess_return": -0.034182,
        "regime_survival": 0.333333,
        "best_return": 0.293267,
        "worst_return": -0.235734,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-05-24",
        "end": "2024-08-02",
        "tenure": "Developing",
        "return": 0.006485,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-08-09",
        "end": "2024-08-30",
        "tenure": "New",
        "return": 0.055107,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-09-06",
        "end": "2025-03-07",
        "tenure": "Extended",
        "return": 0.084517,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-03-14",
        "end": "2025-03-28",
        "tenure": "New",
        "return": -0.011103,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-04-04",
        "end": "2025-04-18",
        "tenure": "New",
        "return": 0.038344,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-04-25",
        "end": "2025-05-16",
        "tenure": "New",
        "return": 0.050338,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-05-23",
        "end": "2025-05-30",
        "tenure": "New",
        "return": 0.011672,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2025-07-04",
        "tenure": "Developing",
        "return": 0.029051,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-07-11",
        "end": "2026-02-27",
        "tenure": "Extended",
        "return": 0.077938,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-03-06",
        "end": "2026-03-20",
        "tenure": "New",
        "return": -0.019614,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
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        "tenure": "New",
        "return": 0.072483,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "return": 0.028515,
        "active": false
      },
      {
        "regime": "upward_expansion",
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        "return": -0.014675,
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      {
        "regime": "deceleration",
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        "active": true
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    ],
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      },
      {
        "date": "2026-04-17",
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        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
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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",
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        "regime": "upward_expansion",
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      },
      {
        "date": "2026-05-22",
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      },
      {
        "date": "2026-05-29",
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      },
      {
        "date": "2026-06-05",
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        "volume": 109952,
        "typical_volume": 136631.5,
        "trend": 52.516407,
        "fair_value": 43.891532,
        "relative_strength": -9.091225,
        "stage": 3,
        "regime": "upward_expansion",
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      },
      {
        "date": "2026-06-12",
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        "relative_strength": -9.76846,
        "stage": 3,
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      },
      {
        "date": "2026-06-19",
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      },
      {
        "date": "2026-06-26",
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        "typical_volume": 139617.25,
        "trend": 52.879978,
        "fair_value": 44.305085,
        "relative_strength": -8.907463,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 58.577368,
        "energy": 42.08994,
        "activity_lines": [
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      },
      {
        "date": "2026-07-03",
        "close": 54.523264,
        "volume": 200833,
        "typical_volume": 144034.2,
        "trend": 52.947091,
        "fair_value": 44.439559,
        "relative_strength": -8.858131,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
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        "activity_lines": [
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      },
      {
        "date": "2026-07-10",
        "close": 55.252362,
        "volume": 151819,
        "typical_volume": 147276.55,
        "trend": 53.055031,
        "fair_value": 44.573903,
        "relative_strength": -9.04472,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 52.406705,
        "energy": 37.047831,
        "activity_lines": [
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      },
      {
        "date": "2026-07-17",
        "close": 54.006633,
        "volume": 112314,
        "typical_volume": 144890.6,
        "trend": 53.115468,
        "fair_value": 44.703664,
        "relative_strength": -7.032072,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 39.879631,
        "energy": 21.969132,
        "activity_lines": [
          54.590519,
          54.777707,
          54.272817,
          53.691648
        ]
      },
      {
        "date": "2026-07-24",
        "close": 53.349284,
        "volume": 102923,
        "typical_volume": 144690.0,
        "trend": 53.131674,
        "fair_value": 44.826586,
        "relative_strength": -6.476533,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 24.746105,
        "energy": 16.9243,
        "activity_lines": [
          54.116145,
          54.499021,
          54.261284,
          53.706733
        ]
      },
      {
        "date": "2026-07-31",
        "close": 53.5355,
        "volume": 196696,
        "typical_volume": 150017.3,
        "trend": 53.176562,
        "fair_value": 44.953118,
        "relative_strength": -6.445268,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 20.616985,
        "energy": 16.239331,
        "activity_lines": [
          53.874835,
          54.280769,
          54.259353,
          53.732786
        ]
      },
      {
        "date": "2026-08-07",
        "close": 54.87,
        "volume": 143935,
        "typical_volume": 150746.85,
        "trend": 53.244421,
        "fair_value": 45.091227,
        "relative_strength": -8.530389,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 25.480373,
        "energy": 18.090282,
        "activity_lines": [
          54.120365,
          54.333357,
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          53.84204
        ]
      }
    ],
    "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."
    }
  }
}