{
  "ticker": {
    "uuid": "94b9d2f2-84f7-4840-823c-f9231b62a4cc",
    "symbol": "FFIV",
    "name": "F5 Networks 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": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Established expansion",
    "architecture_gate": "up",
    "architecture_direction": 45.572,
    "architecture_energy": 36.577,
    "architecture_maturity": 98.501,
    "architecture_confidence": 93.169,
    "architecture_tenure": "Established",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding upward.",
        "body": "Trend and Activity show sustained positive alignment with constructive price acceptance. Directional energy remains positive; cooling within this regime can indicate that it is maturing."
      },
      "scores": {
        "balance": 31.37,
        "rotation_up": 36.43,
        "upward_expansion": 65.1,
        "deceleration": 88.27,
        "rotation_down": 27.09,
        "downward_expansion": 17.44
      },
      "activity_lines": [
        402.442667,
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        388.115881,
        365.768376
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      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.333333
    },
    "latest_close": 400.23,
    "trend_reference": 336.045833,
    "distance_from_trend": 0.190998,
    "trend_direction": "Improving",
    "fair_value": 249.474904,
    "distance_from_fair_value": 0.60429,
    "fair_value_direction": "Improving",
    "relative_strength": 12.253573,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.44712,
    "excess_performance": 0.259666,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.190998,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.175098,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.60429,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.057481,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.122536,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.107201,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.44712,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.549147,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 3991865,
      "relative_activity": 1.189499,
      "balance": 1.549147,
      "dry_up": 1.093325,
      "accumulation_observations": 2,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.073317,
      "annualized_volatility": 0.294891,
      "from_high_reference": -0.079931,
      "from_low_reference": 0.788657
    },
    "levels": {
      "trend_reference": 336.045833,
      "fair_value_reference": 249.474904,
      "structural_low": 259.67,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 30,
        "median_return": 0.011416,
        "positive_rate": 0.566667,
        "directional_follow_through": 0.566667,
        "median_excess_return": 0.002405,
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        "worst_return": -0.221337,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 11,
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        "worst_return": -0.183418,
        "sufficient": true
      },
      {
        "horizon": "Extended",
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        "directional_follow_through": 0.666667,
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        "worst_return": -0.1006,
        "sufficient": true
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      {
        "horizon": "Full cycle",
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        "worst_return": -0.272265,
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      {
        "regime": "deceleration",
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        "tenure": "New",
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      {
        "regime": "rotation_down",
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        "regime": "downward_expansion",
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      },
      {
        "date": "2026-07-17",
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        "typical_volume": 3339509.1,
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      },
      {
        "date": "2026-07-24",
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      },
      {
        "date": "2026-07-31",
        "close": 402.57,
        "volume": 5566846,
        "typical_volume": 3479900.35,
        "trend": 331.681833,
        "fair_value": 247.916378,
        "relative_strength": 18.620905,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 59.750704,
        "energy": 49.638048,
        "activity_lines": [
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      },
      {
        "date": "2026-08-07",
        "close": 400.23,
        "volume": 3991865,
        "typical_volume": 3355921.55,
        "trend": 336.045833,
        "fair_value": 249.474904,
        "relative_strength": 12.253573,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 45.572357,
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        "activity_lines": [
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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."
    }
  }
}