{
  "ticker": {
    "uuid": "f6ac8a2e-d64b-49c8-a29c-5110a4f0000e",
    "symbol": "HYFM",
    "name": "Hydrofarm Holdings Group\u00a0Inc",
    "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": 1,
    "stage_name": "Basing",
    "phase": "1b",
    "phase_label": "Stage 1B \u00b7 Basing",
    "transition": "stage_1_building",
    "transition_label": "Base still building",
    "confidence": 96.0,
    "architecture_regime": "rotation_up",
    "architecture_regime_label": "Rotation Up",
    "architecture_modifier": "Structural repair",
    "architecture_gate": "down",
    "architecture_direction": -5.231,
    "architecture_energy": 5.05,
    "architecture_maturity": 52.0,
    "architecture_confidence": 53.985,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The Activity Line structure is rotating upward.",
        "body": "Fast Activity is improving relative to Slow Activity and price acceptance is strengthening. This is earlier than full positive Trend confirmation and remains a developing repair."
      },
      "scores": {
        "balance": 48.61,
        "rotation_up": 27.79,
        "upward_expansion": 18.66,
        "deceleration": 44.07,
        "rotation_down": 30.27,
        "downward_expansion": 61.99
      },
      "activity_lines": [
        0.95302,
        0.878005,
        0.904672,
        0.960133
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": -0.666667
    },
    "latest_close": 1.6,
    "trend_reference": 1.079435,
    "distance_from_trend": 0.482257,
    "trend_direction": "Weakening",
    "fair_value": 5.302566,
    "distance_from_fair_value": -0.698259,
    "fair_value_direction": "Improving",
    "relative_strength": -22.230123,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.103448,
    "excess_performance": -0.084005,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.482257,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.228564,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.698259,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.132053,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.222301,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.441602,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.103448,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 59.84754,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 156179861,
      "relative_activity": 19.482186,
      "balance": 59.84754,
      "dry_up": 4.890559,
      "accumulation_observations": 1,
      "distribution_observations": 0
    },
    "risk": {
      "range_context": 0.211172,
      "annualized_volatility": 1.725715,
      "from_high_reference": -0.665272,
      "from_low_reference": 2.2
    },
    "levels": {
      "trend_reference": 1.079435,
      "fair_value_reference": 5.302566,
      "structural_low": 0.5,
      "invalidation": "A renewed decline below the structural range low, widening the discount to current Fair Value while Trend falls, weakens the base diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 1,
        "median_return": 0.069124,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": 0.039298,
        "regime_survival": 0.0,
        "best_return": 0.069124,
        "worst_return": 0.069124,
        "sufficient": false
      },
      {
        "horizon": "Intermediate",
        "sample_count": 1,
        "median_return": -0.489631,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.626692,
        "regime_survival": 0.0,
        "best_return": -0.489631,
        "worst_return": -0.489631,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 1,
        "median_return": -0.658986,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.784474,
        "regime_survival": 0.0,
        "best_return": -0.658986,
        "worst_return": -0.658986,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 1,
        "median_return": -0.875576,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -1.122282,
        "regime_survival": 0.0,
        "best_return": -0.875576,
        "worst_return": -0.875576,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2023-08-25",
        "end": "2023-12-22",
        "tenure": "Established",
        "return": -0.032222,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2023-12-29",
        "end": "2024-03-29",
        "tenure": "Established",
        "return": 0.177112,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-04-05",
        "end": "2024-05-31",
        "tenure": "Developing",
        "return": -0.20101,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-06-07",
        "end": "2024-10-11",
        "tenure": "Established",
        "return": -0.133504,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-10-18",
        "end": "2025-03-07",
        "tenure": "Established",
        "return": -0.48048,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-03-14",
        "end": "2025-06-13",
        "tenure": "Established",
        "return": -0.061404,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-06-20",
        "end": "2025-06-27",
        "tenure": "New",
        "return": -0.019973,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-07-04",
        "end": "2025-07-25",
        "tenure": "New",
        "return": 0.267218,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-08-01",
        "end": "2025-08-22",
        "tenure": "New",
        "return": 0.007903,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-08-29",
        "end": "2025-09-05",
        "tenure": "New",
        "return": -0.286638,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-09-12",
        "end": "2025-09-26",
        "tenure": "New",
        "return": -0.12462,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-10-03",
        "end": "2025-10-31",
        "tenure": "Developing",
        "return": -0.26412,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-11-07",
        "end": "2026-07-31",
        "tenure": "Extended",
        "return": -0.756757,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2026-08-07",
        "end": "2026-08-07",
        "tenure": "New",
        "return": 0.0,
        "active": true
      }
    ],
    "chart_path": [
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        "date": "2023-08-18",
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        "typical_volume": 2218408.05,
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      },
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      },
      {
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        "date": "2026-05-22",
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      {
        "date": "2026-07-03",
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      {
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      },
      {
        "date": "2026-07-17",
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        "typical_volume": 224489.4,
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        "fair_value": 5.499388,
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        "stage": 4,
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        "modifier": "Established contraction",
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        "direction": -76.259192,
        "energy": 70.157719,
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          0.905174,
          0.997092
        ]
      },
      {
        "date": "2026-07-24",
        "close": 0.6559,
        "volume": 107447,
        "typical_volume": 218163.55,
        "trend": 1.123102,
        "fair_value": 5.432438,
        "relative_strength": -68.976355,
        "stage": 4,
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        "modifier": "Established contraction",
        "gate": "down",
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        "energy": 71.643296,
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          0.719113,
          0.787905,
          0.876368,
          0.964705
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      },
      {
        "date": "2026-07-31",
        "close": 0.54,
        "volume": 407321,
        "typical_volume": 215867.15,
        "trend": 1.087768,
        "fair_value": 5.357695,
        "relative_strength": -73.427086,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -82.545229,
        "energy": 81.767498,
        "activity_lines": [
          0.651,
          0.732669,
          0.838496,
          0.927085
        ]
      },
      {
        "date": "2026-08-07",
        "close": 1.6,
        "volume": 156179861,
        "typical_volume": 8016547.1,
        "trend": 1.079435,
        "fair_value": 5.302566,
        "relative_strength": -22.230123,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Structural repair",
        "gate": "down",
        "direction": -5.230861,
        "energy": 5.05047,
        "activity_lines": [
          0.95302,
          0.878005,
          0.904672,
          0.960133
        ]
      }
    ],
    "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."
    }
  }
}