{
  "ticker": {
    "uuid": "a1c5e501-70a5-4c68-b21f-85b3c8d5102f",
    "symbol": "VISTAA",
    "name": "Vista Energy, S.A.B. de C.V.",
    "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": 91.533,
    "architecture_regime": "deceleration",
    "architecture_regime_label": "Deceleration",
    "architecture_modifier": "Recompressing",
    "architecture_gate": "up",
    "architecture_direction": 11.185,
    "architecture_energy": 7.376,
    "architecture_maturity": 24.203,
    "architecture_confidence": 52.989,
    "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": 54.15,
        "rotation_up": 33.16,
        "upward_expansion": 55.27,
        "deceleration": 66.37,
        "rotation_down": 26.16,
        "downward_expansion": 25.93
      },
      "activity_lines": [
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        1190.478849,
        1184.853479
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": -0.333333
    },
    "latest_close": 1127.069946,
    "trend_reference": 1147.202332,
    "distance_from_trend": -0.017549,
    "trend_direction": "Improving",
    "fair_value": 868.979232,
    "distance_from_fair_value": 0.297004,
    "fair_value_direction": "Weakening",
    "relative_strength": 11.583504,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.16916,
    "excess_performance": 0.223826,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.017549,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.094664,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.297004,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.096774,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.115835,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.015968,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.16916,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 3.690374,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 225317,
      "relative_activity": 3.159402,
      "balance": 3.690374,
      "dry_up": 2.745892,
      "accumulation_observations": 3,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.082925,
      "annualized_volatility": 0.483285,
      "from_high_reference": -0.209074,
      "from_low_reference": 0.891057
    },
    "levels": {
      "trend_reference": 1147.202332,
      "fair_value_reference": 868.979232,
      "structural_low": 915.820007,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 9,
        "median_return": 0.027668,
        "positive_rate": 0.777778,
        "directional_follow_through": 0.777778,
        "median_excess_return": 0.006148,
        "regime_survival": 0.444444,
        "best_return": 0.180556,
        "worst_return": -0.224154,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 5,
        "median_return": 0.228448,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": 0.270888,
        "regime_survival": 0.0,
        "best_return": 0.540904,
        "worst_return": 0.063604,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": 0.476518,
        "positive_rate": 0.8,
        "directional_follow_through": 0.8,
        "median_excess_return": 0.46576,
        "regime_survival": 0.2,
        "best_return": 0.709203,
        "worst_return": -0.135535,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": 1.29827,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": 1.313002,
        "regime_survival": 0.0,
        "best_return": 1.428091,
        "worst_return": 1.168448,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2023-11-17",
        "end": "2024-01-26",
        "tenure": "Developing",
        "return": 0.219828,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-02-02",
        "end": "2024-09-27",
        "tenure": "Extended",
        "return": 0.588959,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-10-04",
        "end": "2024-10-25",
        "tenure": "New",
        "return": 0.15027,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-11-01",
        "end": "2025-02-21",
        "tenure": "Established",
        "return": 0.102204,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-02-28",
        "end": "2025-03-14",
        "tenure": "New",
        "return": -0.064609,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-03-21",
        "end": "2025-04-11",
        "tenure": "New",
        "return": -0.180851,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-04-18",
        "end": "2025-05-30",
        "tenure": "Developing",
        "return": 0.052238,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-06-06",
        "end": "2025-07-18",
        "tenure": "Developing",
        "return": -0.132803,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-07-25",
        "end": "2025-10-24",
        "tenure": "Established",
        "return": -0.101044,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-10-31",
        "end": "2026-01-02",
        "tenure": "Developing",
        "return": -0.016667,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2026-01-30",
        "tenure": "New",
        "return": 0.273494,
        "active": false
      },
      {
        "regime": "upward_expansion",
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        "end": "2026-06-26",
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        "return": 0.181286,
        "active": false
      },
      {
        "regime": "balance",
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        "color": "blue",
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        "end": "2026-07-10",
        "tenure": "New",
        "return": 0.016791,
        "active": false
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      {
        "regime": "deceleration",
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        "color": "amber",
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        "end": "2026-08-07",
        "tenure": "New",
        "return": 0.006312,
        "active": true
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    ],
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        "modifier": "Re-accelerating",
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      },
      {
        "date": "2026-04-17",
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      },
      {
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      },
      {
        "date": "2026-05-01",
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      },
      {
        "date": "2026-05-08",
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      },
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        "date": "2026-05-15",
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      },
      {
        "date": "2026-05-22",
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        "typical_volume": 90419.05,
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      },
      {
        "date": "2026-05-29",
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        "typical_volume": 86888.85,
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      },
      {
        "date": "2026-06-05",
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        "typical_volume": 82564.55,
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      },
      {
        "date": "2026-06-12",
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      {
        "date": "2026-06-19",
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      },
      {
        "date": "2026-06-26",
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      },
      {
        "date": "2026-07-03",
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        "relative_strength": 10.763228,
        "stage": 2,
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      },
      {
        "date": "2026-07-10",
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        "fair_value": 850.049297,
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        "stage": 2,
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      },
      {
        "date": "2026-07-17",
        "close": 1120.0,
        "volume": 225401,
        "typical_volume": 98364.6,
        "trend": 1114.039335,
        "fair_value": 854.373976,
        "relative_strength": 12.977753,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "up",
        "direction": -2.698135,
        "energy": 29.658882,
        "activity_lines": [
          1122.677995,
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      },
      {
        "date": "2026-07-24",
        "close": 1217.5,
        "volume": 51641,
        "typical_volume": 76818.75,
        "trend": 1126.105001,
        "fair_value": 859.473335,
        "relative_strength": 22.637002,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 9.373514,
        "energy": 17.324816,
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        ]
      },
      {
        "date": "2026-07-31",
        "close": 1220.849976,
        "volume": 280949,
        "typical_volume": 62629.85,
        "trend": 1137.3,
        "fair_value": 864.574938,
        "relative_strength": 21.35982,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 26.534841,
        "energy": 12.285395,
        "activity_lines": [
          1178.079321,
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      },
      {
        "date": "2026-08-07",
        "close": 1127.069946,
        "volume": 225317,
        "typical_volume": 71316.35,
        "trend": 1147.202332,
        "fair_value": 868.979232,
        "relative_strength": 11.583504,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 11.184758,
        "energy": 7.375911,
        "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."
    }
  }
}