{
  "ticker": {
    "uuid": "d3541750-bd19-47d0-bbb5-973bbd8267f7",
    "symbol": "MKSI",
    "name": "MKS Instruments 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": 96.0,
    "architecture_regime": "deceleration",
    "architecture_regime_label": "Deceleration",
    "architecture_modifier": "Recompressing",
    "architecture_gate": "up",
    "architecture_direction": 17.984,
    "architecture_energy": 20.91,
    "architecture_maturity": 64.324,
    "architecture_confidence": 92.679,
    "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": 53.98,
        "rotation_up": 16.59,
        "upward_expansion": 51.64,
        "deceleration": 93.98,
        "rotation_down": 41.24,
        "downward_expansion": 22.3
      },
      "activity_lines": [
        314.683333,
        335.619636,
        330.070884,
        311.256309
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.333333
    },
    "latest_close": 304.99,
    "trend_reference": 285.961051,
    "distance_from_trend": 0.066544,
    "trend_direction": "Improving",
    "fair_value": 142.800978,
    "distance_from_fair_value": 1.13577,
    "fair_value_direction": "Weakening",
    "relative_strength": 22.095987,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.257484,
    "excess_performance": 0.07003,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.066544,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.275191,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 1.13577,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.410438,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.22096,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.406647,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.257484,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.973225,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 10727468,
      "relative_activity": 1.702635,
      "balance": 0.973225,
      "dry_up": 1.23807,
      "accumulation_observations": 2,
      "distribution_observations": 3
    },
    "risk": {
      "range_context": 0.165278,
      "annualized_volatility": 0.559577,
      "from_high_reference": -0.318641,
      "from_low_reference": 2.151081
    },
    "levels": {
      "trend_reference": 285.961051,
      "fair_value_reference": 142.800978,
      "structural_low": 200.350552,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 6,
        "median_return": 0.155682,
        "positive_rate": 0.833333,
        "directional_follow_through": 0.833333,
        "median_excess_return": 0.06569,
        "regime_survival": 0.166667,
        "best_return": 0.258984,
        "worst_return": -0.051097,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 4,
        "median_return": 0.263023,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": 0.147818,
        "regime_survival": 0.0,
        "best_return": 0.742539,
        "worst_return": 0.033368,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 3,
        "median_return": 0.062185,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
        "median_excess_return": -0.232799,
        "regime_survival": 0.0,
        "best_return": 1.472097,
        "worst_return": -0.16101,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": 0.047833,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.269695,
        "regime_survival": 0.0,
        "best_return": 0.477469,
        "worst_return": -0.381804,
        "sufficient": false
      }
    ],
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        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2024-05-17",
        "tenure": "New",
        "return": 0.062112,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-05-24",
        "end": "2024-07-26",
        "tenure": "Developing",
        "return": -0.049157,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2024-08-09",
        "tenure": "New",
        "return": 0.014733,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
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        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-09-06",
        "end": "2024-11-29",
        "tenure": "Established",
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        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "tenure": "Established",
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        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-03-07",
        "end": "2025-06-06",
        "tenure": "Established",
        "return": 0.046802,
        "active": false
      },
      {
        "regime": "balance",
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        "return": 0.121293,
        "active": false
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      {
        "regime": "rotation_up",
        "label": "Rotation Up",
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        "regime": "deceleration",
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        "regime": "upward_expansion",
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      },
      {
        "date": "2026-07-24",
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      },
      {
        "date": "2026-07-31",
        "close": 297.45,
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        "typical_volume": 6125839.55,
        "trend": 281.98666,
        "fair_value": 141.435718,
        "relative_strength": 26.902147,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
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        "direction": 23.737263,
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        "activity_lines": [
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      },
      {
        "date": "2026-08-07",
        "close": 304.99,
        "volume": 10727468,
        "typical_volume": 6300510.95,
        "trend": 285.961051,
        "fair_value": 142.800978,
        "relative_strength": 22.095987,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
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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."
    }
  }
}