{
  "ticker": {
    "uuid": "c09693f8-6c18-4e86-92c0-da25066e235f",
    "symbol": "FORM",
    "name": "FormFactor 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": "2b",
    "phase_label": "Stage 2B \u00b7 Advancing",
    "transition": "stage_2_healthy",
    "transition_label": "Stage 2 trend intact",
    "confidence": 95.676,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Upper balance after advance",
    "architecture_gate": "mixed",
    "architecture_direction": -16.156,
    "architecture_energy": 26.705,
    "architecture_maturity": 11.79,
    "architecture_confidence": 42.343,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "Directional pressure has compressed into balance.",
        "body": "Trend and Activity are compressed into balance, so neither side has durable control. Prior structure and the next directional change provide context; balance alone is not assumed to be a base."
      },
      "scores": {
        "balance": 51.44,
        "rotation_up": 16.11,
        "upward_expansion": 22.22,
        "deceleration": 56.58,
        "rotation_down": 56.87,
        "downward_expansion": 40.55
      },
      "activity_lines": [
        110.168667,
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        122.72419,
        119.681613
      ],
      "activity_state": "Compressed",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.666667
    },
    "latest_close": 117.39,
    "trend_reference": 112.079667,
    "distance_from_trend": 0.04738,
    "trend_direction": "Improving",
    "fair_value": 54.910577,
    "distance_from_fair_value": 1.137839,
    "fair_value_direction": "Weakening",
    "relative_strength": 25.537497,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.300144,
    "excess_performance": 0.11269,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.04738,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.238691,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 1.137839,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.979466,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.255375,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.793387,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.300144,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.510077,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 6887042,
      "relative_activity": 0.779904,
      "balance": 0.510077,
      "dry_up": 0.795995,
      "accumulation_observations": 1,
      "distribution_observations": 3
    },
    "risk": {
      "range_context": 0.208264,
      "annualized_volatility": 0.677603,
      "from_high_reference": -0.267549,
      "from_low_reference": 3.347778
    },
    "levels": {
      "trend_reference": 112.079667,
      "fair_value_reference": 54.910577,
      "structural_low": 81.01,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 13,
        "median_return": -0.003534,
        "positive_rate": 0.461538,
        "directional_follow_through": 0.461538,
        "median_excess_return": 0.005465,
        "regime_survival": 0.461538,
        "best_return": 0.223639,
        "worst_return": -0.189507,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 6,
        "median_return": -0.059638,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.099634,
        "regime_survival": 0.0,
        "best_return": 0.645692,
        "worst_return": -0.39507,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": -0.098161,
        "positive_rate": 0.25,
        "directional_follow_through": 0.25,
        "median_excess_return": -0.035247,
        "regime_survival": 0.25,
        "best_return": 2.159202,
        "worst_return": -0.296792,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": 0.124293,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.114499,
        "regime_survival": 0.0,
        "best_return": 0.552239,
        "worst_return": -0.303652,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2024-09-20",
        "tenure": "Developing",
        "return": -0.119615,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2024-09-27",
        "end": "2024-10-04",
        "tenure": "New",
        "return": 0.000864,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-10-11",
        "end": "2025-01-03",
        "tenure": "Established",
        "return": -0.07874,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2025-02-07",
        "tenure": "Developing",
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        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
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        "end": "2025-06-06",
        "tenure": "Established",
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        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
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        "end": "2025-07-04",
        "tenure": "New",
        "return": 0.075825,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2025-08-01",
        "tenure": "New",
        "return": -0.195719,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2025-08-29",
        "tenure": "New",
        "return": 0.021344,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
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        "tenure": "New",
        "return": 0.199932,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
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        "end": "2025-10-03",
        "tenure": "New",
        "return": 0.125,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-10-10",
        "end": "2026-05-29",
        "tenure": "Extended",
        "return": 2.266649,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
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        "end": "2026-06-19",
        "tenure": "New",
        "return": 0.281491,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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      },
      {
        "regime": "balance",
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        "end": "2026-08-07",
        "tenure": "New",
        "return": 0.111964,
        "active": true
      }
    ],
    "chart_path": [
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      },
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        "date": "2026-05-01",
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      },
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      },
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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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        "relative_strength": 50.237592,
        "stage": 2,
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      },
      {
        "date": "2026-06-26",
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      },
      {
        "date": "2026-07-03",
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      },
      {
        "date": "2026-07-10",
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        "typical_volume": 8807368.0,
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        "fair_value": 53.016474,
        "relative_strength": 33.056984,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 30.858733,
        "energy": 17.217111,
        "activity_lines": [
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      },
      {
        "date": "2026-07-17",
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        "volume": 6248704,
        "typical_volume": 8707298.7,
        "trend": 107.355,
        "fair_value": 53.469487,
        "relative_strength": 22.991019,
        "stage": 2,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 1.034806,
        "energy": 10.269362,
        "activity_lines": [
          118.648667,
          124.280909,
          126.527238,
          119.621441
        ]
      },
      {
        "date": "2026-07-24",
        "close": 104.04,
        "volume": 4914041,
        "typical_volume": 8576998.75,
        "trend": 108.887667,
        "fair_value": 53.899872,
        "relative_strength": 21.441133,
        "stage": 2,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": -2.392256,
        "energy": 17.265364,
        "activity_lines": [
          111.530667,
          120.238545,
          124.853429,
          119.40757
        ]
      },
      {
        "date": "2026-07-31",
        "close": 106.2,
        "volume": 10066782,
        "typical_volume": 8861340.65,
        "trend": 110.454667,
        "fair_value": 54.361795,
        "relative_strength": 21.384431,
        "stage": 2,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -19.538082,
        "energy": 27.382612,
        "activity_lines": [
          108.166667,
          116.993091,
          123.294714,
          119.234172
        ]
      },
      {
        "date": "2026-08-07",
        "close": 117.39,
        "volume": 6887042,
        "typical_volume": 8830630.95,
        "trend": 112.079667,
        "fair_value": 54.910577,
        "relative_strength": 25.537497,
        "stage": 2,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -16.156092,
        "energy": 26.70489,
        "activity_lines": [
          110.168667,
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      }
    ],
    "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."
    }
  }
}