{
  "ticker": {
    "uuid": "b19a2ba8-e9b5-44a1-b1c1-c85a4e8553d3",
    "symbol": "MPWR",
    "name": "Monolithic Power Systems 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": 91.818,
    "architecture_regime": "deceleration",
    "architecture_regime_label": "Deceleration",
    "architecture_modifier": "Recompressing",
    "architecture_gate": "up",
    "architecture_direction": 19.205,
    "architecture_energy": 10.686,
    "architecture_maturity": 25.546,
    "architecture_confidence": 87.755,
    "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": 57.95,
        "rotation_up": 23.64,
        "upward_expansion": 50.51,
        "deceleration": 85.42,
        "rotation_down": 30.13,
        "downward_expansion": 23.51
      },
      "activity_lines": [
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      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.5
    },
    "latest_close": 1401.54,
    "trend_reference": 1321.246347,
    "distance_from_trend": 0.060771,
    "trend_direction": "Improving",
    "fair_value": 826.229518,
    "distance_from_fair_value": 0.696308,
    "fair_value_direction": "Weakening",
    "relative_strength": 7.820143,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.141715,
    "excess_performance": -0.045739,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.060771,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.134642,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.696308,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.440141,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.078201,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.308298,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.141715,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.58036,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 4384396,
      "relative_activity": 1.107343,
      "balance": 0.58036,
      "dry_up": 1.195707,
      "accumulation_observations": 3,
      "distribution_observations": 5
    },
    "risk": {
      "range_context": 0.13631,
      "annualized_volatility": 0.502175,
      "from_high_reference": -0.181159,
      "from_low_reference": 0.77038
    },
    "levels": {
      "trend_reference": 1321.246347,
      "fair_value_reference": 826.229518,
      "structural_low": 986.19601,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 12,
        "median_return": 0.093946,
        "positive_rate": 0.833333,
        "directional_follow_through": 0.833333,
        "median_excess_return": 0.064509,
        "regime_survival": 0.5,
        "best_return": 0.376279,
        "worst_return": -0.197104,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 5,
        "median_return": 0.233294,
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        "directional_follow_through": 0.8,
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        "regime_survival": 0.0,
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        "worst_return": -0.221225,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": 0.217458,
        "positive_rate": 0.75,
        "directional_follow_through": 0.75,
        "median_excess_return": 0.122795,
        "regime_survival": 0.0,
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        "worst_return": -0.206723,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
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        "directional_follow_through": 0.333333,
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        "worst_return": -0.344217,
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    ],
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      },
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        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "tenure": "Established",
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      },
      {
        "regime": "rotation_down",
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        "tenure": "New",
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        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
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        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "tenure": "New",
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        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
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        "end": "2025-05-09",
        "tenure": "Developing",
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      },
      {
        "regime": "balance",
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        "tenure": "New",
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      {
        "regime": "rotation_up",
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        "active": false
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      {
        "regime": "upward_expansion",
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      {
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      },
      {
        "date": "2026-07-24",
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        "typical_volume": 3694154.45,
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      },
      {
        "date": "2026-07-31",
        "close": 1426.03,
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        "typical_volume": 3880298.1,
        "trend": 1306.435648,
        "fair_value": 820.398425,
        "relative_strength": 15.962241,
        "stage": 2,
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        "energy": 10.346426,
        "activity_lines": [
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      },
      {
        "date": "2026-08-07",
        "close": 1401.54,
        "volume": 4384396,
        "typical_volume": 3959385.3,
        "trend": 1321.246347,
        "fair_value": 826.229518,
        "relative_strength": 7.820143,
        "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."
    }
  }
}