{ "ticker": { "uuid": "11c349da-11b7-4b73-bfbd-304aee82449b", "symbol": "KLAC", "name": "KLA Corporation", "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": 23.075, "architecture_energy": 22.455, "architecture_maturity": 66.155, "architecture_confidence": 88.922, "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": 54.56, "rotation_up": 17.87, "upward_expansion": 51.77, "deceleration": 93.95, "rotation_down": 38.14, "downward_expansion": 20.1 }, "activity_lines": [ 200.694, 215.309091, 210.308206, 197.955056 ], "activity_state": "Compressed", "activity_direction": "Contracting", "rotation_direction": "Weakening", "price_acceptance": -0.166667 }, "latest_close": 198.11, "trend_reference": 181.847008, "distance_from_trend": 0.089432, "trend_direction": "Improving", "fair_value": 95.861339, "distance_from_fair_value": 1.066631, "fair_value_direction": "Weakening", "relative_strength": 16.360757, "relative_strength_direction": "Weakening", "price_momentum": 0.376526, "excess_performance": 0.189072, "evidence": [ { "label": "Price vs Trend", "positive": true, "value": 0.089432, "read": "Above" }, { "label": "Trend direction", "positive": true, "value": 0.227104, "read": "Rising" }, { "label": "Price vs current Fair Value", "positive": true, "value": 1.066631, "read": "Premium" }, { "label": "Fair Value direction", "positive": false, "value": -0.215556, "read": "Moving away" }, { "label": "Relative Strength vs benchmark", "positive": true, "value": 0.163608, "read": "Leading" }, { "label": "Relative strength direction", "positive": false, "value": -0.151094, "read": "Weakening" }, { "label": "Price momentum", "positive": true, "value": 0.376526, "read": "Positive" }, { "label": "Volume balance", "positive": false, "value": 0.387569, "read": "Supply-led" } ], "volume": { "latest": 55763052, "relative_activity": 1.871794, "balance": 0.387569, "dry_up": 2.01331, "accumulation_observations": 2, "distribution_observations": 6 }, "risk": { "range_context": 0.172637, "annualized_volatility": 0.611636, "from_high_reference": -0.355476, "from_low_reference": 1.39064 }, "levels": { "trend_reference": 181.847008, "fair_value_reference": 95.861339, "structural_low": 131.929244, "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis." }, "outcomes": [ { "horizon": "Near term", "sample_count": 10, "median_return": 0.120053, "positive_rate": 0.7, "directional_follow_through": 0.7, "median_excess_return": 0.056317, "regime_survival": 0.4, "best_return": 0.224609, "worst_return": -0.113831, "sufficient": true }, { "horizon": "Intermediate", "sample_count": 7, "median_return": 0.218216, "positive_rate": 0.857143, "directional_follow_through": 0.857143, "median_excess_return": 0.068389, "regime_survival": 0.142857, "best_return": 0.796603, "worst_return": -0.175106, "sufficient": true }, { "horizon": "Extended", "sample_count": 5, "median_return": 0.275841, "positive_rate": 0.8, "directional_follow_through": 0.8, "median_excess_return": 0.104207, "regime_survival": 0.0, "best_return": 0.724093, "worst_return": -0.154496, "sufficient": true }, { "horizon": "Full cycle", 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202.638865, 187.52955 ] }, { "date": "2026-07-10", "close": 231.52, "volume": 62221037, "typical_volume": 18842813.45, "trend": 172.3278, "fair_value": 91.9221, "relative_strength": 41.417295, "stage": 2, "regime": "upward_expansion", "modifier": "Established expansion", "gate": "up", "direction": 63.559118, "energy": 56.460981, "activity_lines": [ 241.292, 229.368993, 207.164322, 191.590204 ] }, { "date": "2026-07-17", "close": 212.75, "volume": 55849853, "typical_volume": 21401070.95, "trend": 175.278015, "fair_value": 92.999223, "relative_strength": 33.987968, "stage": 2, "regime": "upward_expansion", "modifier": "Established expansion", "gate": "up", "direction": 56.835411, "energy": 41.396691, "activity_lines": [ 230.221333, 228.585183, 209.511134, 194.198088 ] }, { "date": "2026-07-24", "close": 210.52, "volume": 46256058, "typical_volume": 23462809.85, "trend": 178.041091, "fair_value": 94.029262, "relative_strength": 33.066533, "stage": 2, "regime": "upward_expansion", "modifier": "Established expansion", "gate": "up", "direction": 40.721805, "energy": 26.019247, "activity_lines": [ 221.193333, 226.921818, 211.357497, 196.471764 ] }, { "date": "2026-07-31", "close": 182.82, "volume": 82047026, "typical_volume": 27297120.1, "trend": 179.89789, "fair_value": 94.890827, "relative_strength": 13.92102, "stage": 2, "regime": "deceleration", "modifier": "Recompressing", "gate": "up", "direction": 19.153474, "energy": 18.890641, "activity_lines": [ 206.201333, 219.670745, 210.202712, 196.780081 ] }, { "date": "2026-08-07", "close": 198.11, "volume": 55763052, "typical_volume": 29791238.8, "trend": 181.847008, "fair_value": 95.861339, "relative_strength": 16.360757, "stage": 2, "regime": "deceleration", "modifier": "Recompressing", "gate": "up", "direction": 23.075482, "energy": 22.454834, "activity_lines": [ 200.694, 215.309091, 210.308206, 197.955056 ] } ], "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." } } }