{ "ticker": { "uuid": "54a2343f-57a7-426e-946e-60c3d038ee32", "symbol": "PAYX", "name": "Paychex, Inc.", "exchange": "VIE", "country": "AT", "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": "^ATX", "stage": 1, "stage_name": "Basing", "phase": "1c", "phase_label": "Stage 1C \u00b7 Breakout watch", "transition": "stage_1_to_2_watch", "transition_label": "Stage 1 \u2192 2 watch", "confidence": 67.232, "architecture_regime": "upward_expansion", "architecture_regime_label": "Upward Expansion", "architecture_modifier": "Early expansion", "architecture_gate": "up", "architecture_direction": 87.446, "architecture_energy": 94.878, "architecture_maturity": 24.486, "architecture_confidence": 61.543, "architecture_tenure": "New", "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": 8.17, "rotation_up": 88.36, "upward_expansion": 99.9, "deceleration": 39.03, "rotation_down": 8.2, "downward_expansion": 21.9 }, "activity_lines": [ 100.576476, 96.345491, 90.307318, 87.126923 ], "activity_state": "Wide", "activity_direction": "Expanding", "rotation_direction": "Improving", "price_acceptance": 1.0 }, "latest_close": 104.040001, "trend_reference": 84.511779, "distance_from_trend": 0.231071, "trend_direction": "Weakening", "fair_value": 105.969216, "distance_from_fair_value": -0.018205, "fair_value_direction": "Improving", "relative_strength": -8.596715, "relative_strength_direction": "Improving", "price_momentum": 0.267481, "excess_performance": 0.093234, "evidence": [ { "label": "Price vs Trend", "positive": true, "value": 0.231071, "read": "Above" }, { "label": "Trend direction", "positive": false, "value": -0.003931, "read": "Falling" }, { "label": "Price vs current Fair Value", "positive": false, "value": -0.018205, "read": "Below anchor" }, { "label": "Fair Value direction", "positive": true, "value": 0.244406, "read": "Closing upward" }, { "label": "Relative Strength vs benchmark", "positive": false, "value": -0.085967, "read": "Lagging" }, { "label": "Relative strength direction", "positive": true, "value": 0.263599, "read": "Improving" }, { "label": "Price momentum", "positive": true, "value": 0.267481, "read": "Positive" }, { "label": "Volume balance", "positive": true, "value": 5.0, "read": "Demand-led" } ], "volume": { "latest": 1, "relative_activity": 0.011338, "balance": 5.0, "dry_up": 1.006236, "accumulation_observations": 3, "distribution_observations": 0 }, "risk": { "range_context": 0.040747, "annualized_volatility": 0.270994, "from_high_reference": -0.110597, "from_low_reference": 0.438366 }, "levels": { "trend_reference": 84.511779, "fair_value_reference": 105.969216, "structural_low": 72.332098, "invalidation": "A renewed decline below the structural range low, widening the discount to current Fair Value while Trend falls, weakens the base diagnosis." }, "outcomes": [ { "horizon": "Near term", "sample_count": 27, "median_return": -0.003303, "positive_rate": 0.444444, "directional_follow_through": 0.444444, "median_excess_return": 0.008312, "regime_survival": 0.62963, "best_return": 0.089197, "worst_return": -0.094145, "sufficient": true }, { "horizon": "Intermediate", "sample_count": 12, "median_return": 0.022534, "positive_rate": 0.583333, "directional_follow_through": 0.583333, "median_excess_return": 0.011954, "regime_survival": 0.583333, "best_return": 0.163362, "worst_return": -0.103154, "sufficient": true }, { "horizon": "Extended", "sample_count": 7, "median_return": 0.008486, "positive_rate": 0.714286, "directional_follow_through": 0.714286, "median_excess_return": -0.052247, "regime_survival": 0.285714, "best_return": 0.250185, "worst_return": -0.166567, "sufficient": 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85.251764, 83.801753 ] }, { "date": "2026-07-24", "close": 98.579994, "volume": 0, "typical_volume": 83.1, "trend": 83.911296, "fair_value": 105.963009, "relative_strength": -12.726516, "stage": 1, "regime": "upward_expansion", "modifier": "Early expansion", "gate": "up", "direction": 86.31219, "energy": 94.61508, "activity_lines": [ 95.559133, 91.848097, 86.771163, 84.757076 ] }, { "date": "2026-07-31", "close": 100.839996, "volume": 101, "typical_volume": 88.15, "trend": 84.236065, "fair_value": 105.9622, "relative_strength": -9.648064, "stage": 1, "regime": "upward_expansion", "modifier": "Early expansion", "gate": "up", "direction": 84.940223, "energy": 93.937397, "activity_lines": [ 98.033687, 93.970066, 88.437895, 85.84925 ] }, { "date": "2026-08-07", "close": 104.040001, "volume": 1, "typical_volume": 88.2, "trend": 84.511779, "fair_value": 105.969216, "relative_strength": -8.596715, "stage": 1, "regime": "upward_expansion", "modifier": "Early expansion", "gate": "up", "direction": 87.44598, "energy": 94.877762, "activity_lines": [ 100.576476, 96.345491, 90.307318, 87.126923 ] } ], "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." } } }