{
  "ticker": {
    "uuid": "0b251451-8670-495c-b0d3-3c117d5f6df5",
    "symbol": "MPWR",
    "name": "Monolithic Power Systems, Inc.",
    "exchange": "MEX",
    "country": "MX",
    "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": "^MXX",
    "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": 4.153,
    "architecture_energy": 16.274,
    "architecture_maturity": 43.756,
    "architecture_confidence": 76.213,
    "architecture_tenure": "Developing",
    "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": 55.01,
        "rotation_up": 18.73,
        "upward_expansion": 45.35,
        "deceleration": 79.87,
        "rotation_down": 38.77,
        "downward_expansion": 37.02
      },
      "activity_lines": [
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        24191.531297
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      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.333333
    },
    "latest_close": 23935.0,
    "trend_reference": 22820.320089,
    "distance_from_trend": 0.048846,
    "trend_direction": "Improving",
    "fair_value": 14996.274396,
    "distance_from_fair_value": 0.596063,
    "fair_value_direction": "Weakening",
    "relative_strength": 15.984752,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.31383,
    "excess_performance": 0.368497,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.048846,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.128677,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.596063,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.433124,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.159848,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.28068,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.31383,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.186747,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 27,
      "relative_activity": 0.244013,
      "balance": 1.186747,
      "dry_up": 0.32535,
      "accumulation_observations": 0,
      "distribution_observations": 0
    },
    "risk": {
      "range_context": 0.059019,
      "annualized_volatility": 0.546544,
      "from_high_reference": -0.188904,
      "from_low_reference": 0.600937
    },
    "levels": {
      "trend_reference": 22820.320089,
      "fair_value_reference": 14996.274396,
      "structural_low": 17808.916016,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 15,
        "median_return": 0.000112,
        "positive_rate": 0.533333,
        "directional_follow_through": 0.533333,
        "median_excess_return": -0.032976,
        "regime_survival": 0.4,
        "best_return": 0.489289,
        "worst_return": -0.234197,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 8,
        "median_return": 0.033348,
        "positive_rate": 0.75,
        "directional_follow_through": 0.75,
        "median_excess_return": 0.016487,
        "regime_survival": 0.5,
        "best_return": 0.422762,
        "worst_return": -0.056768,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": 0.218346,
        "positive_rate": 0.6,
        "directional_follow_through": 0.6,
        "median_excess_return": 0.09766,
        "regime_survival": 0.4,
        "best_return": 0.627143,
        "worst_return": -0.101239,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": 0.229367,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": 0.099878,
        "regime_survival": 0.0,
        "best_return": 0.363732,
        "worst_return": 0.095002,
        "sufficient": false
      }
    ],
    "ledger": [
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        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2024-11-15",
        "end": "2024-12-27",
        "tenure": "Developing",
        "return": -0.037171,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-01-03",
        "end": "2025-03-28",
        "tenure": "Established",
        "return": 0.093837,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-04-04",
        "end": "2025-04-25",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2025-05-16",
        "tenure": "New",
        "return": -0.007701,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2025-06-20",
        "tenure": "Developing",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2025-06-27",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
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        "tenure": "New",
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        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2025-08-08",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2025-11-21",
        "tenure": "Established",
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        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
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        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "tenure": "Developing",
        "return": 0.037341,
        "active": false
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      {
        "regime": "deceleration",
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        "active": false
      },
      {
        "regime": "upward_expansion",
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      {
        "regime": "deceleration",
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        "active": true
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      },
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      },
      {
        "date": "2026-07-24",
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      },
      {
        "date": "2026-07-31",
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        "volume": 53,
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        "trend": 22595.359477,
        "fair_value": 14899.780944,
        "relative_strength": 22.421848,
        "stage": 2,
        "regime": "deceleration",
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      },
      {
        "date": "2026-08-07",
        "close": 23935.0,
        "volume": 27,
        "typical_volume": 110.65,
        "trend": 22820.320089,
        "fair_value": 14996.274396,
        "relative_strength": 15.984752,
        "stage": 2,
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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."
    }
  }
}