{ "ticker": { "uuid": "ef66c7c0-e268-4dbd-b568-874b27e1ba6c", "symbol": "RBBN", "name": "Ribbon Communications 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": 4, "stage_name": "Declining", "phase": "4a", "phase_label": "Stage 4A \u00b7 Breakdown", "transition": "stage_4_declining", "transition_label": "Stage 4 decline intact", "confidence": 96.0, "architecture_regime": "rotation_down", "architecture_regime_label": "Rotation Down", "architecture_modifier": "Structural failure", "architecture_gate": "down", "architecture_direction": -57.807, "architecture_energy": 47.894, "architecture_maturity": 17.08, "architecture_confidence": 86.386, "architecture_tenure": "New", "architecture": { "interpretation": { "headline": "The Activity Line structure is rotating downward.", "body": "Fast Activity is weakening relative to Slow Activity and price acceptance is deteriorating. Persistent negative Trend confirmation would establish Downward Expansion." }, "scores": { "balance": 27.77, "rotation_up": 12.29, "upward_expansion": 7.81, "deceleration": 43.7, "rotation_down": 63.02, "downward_expansion": 81.14 }, "activity_lines": [ 2.134, 2.208182, 2.40581, 2.409828 ], "activity_state": "Moderate", "activity_direction": "Expanding", "rotation_direction": "Weakening", "price_acceptance": -0.666667 }, "latest_close": 2.14, "trend_reference": 2.414, "distance_from_trend": -0.113505, "trend_direction": "Weakening", "fair_value": 3.154199, "distance_from_fair_value": -0.321539, "fair_value_direction": "Weakening", "relative_strength": -34.475096, "relative_strength_direction": "Weakening", "price_momentum": 0.091837, "excess_performance": -0.095617, "evidence": [ { "label": "Price vs Trend", "positive": false, "value": -0.113505, "read": "Below" }, { "label": "Trend direction", "positive": false, "value": -0.076393, "read": "Falling" }, { "label": "Price vs current Fair Value", "positive": false, "value": -0.321539, "read": "Below anchor" }, { "label": "Fair Value direction", "positive": false, "value": -0.191832, "read": "Moving away" }, { "label": "Relative Strength vs benchmark", "positive": false, "value": -0.344751, "read": "Lagging" }, { "label": "Relative strength direction", "positive": false, "value": -0.067025, "read": "Weakening" }, { "label": "Price momentum", "positive": true, "value": 0.091837, "read": "Positive" }, { "label": "Volume balance", "positive": false, "value": 0.70587, "read": "Supply-led" } ], "volume": { "latest": 3287226, "relative_activity": 0.753349, "balance": 0.70587, "dry_up": 0.977685, "accumulation_observations": 3, "distribution_observations": 2 }, "risk": { "range_context": 0.164403, "annualized_volatility": 0.497731, "from_high_reference": -0.495283, "from_low_reference": 0.188889 }, "levels": { "trend_reference": 2.414, "fair_value_reference": 3.154199, "structural_low": 1.87, "invalidation": "Reclaiming a flat-to-rising Trend with improving relative strength is required before the declining diagnosis is repaired." }, "outcomes": [ { "horizon": "Near term", "sample_count": 4, "median_return": 0.012203, "positive_rate": 0.5, "directional_follow_through": 0.5, "median_excess_return": -0.049885, "regime_survival": 0.25, "best_return": 0.171429, "worst_return": -0.088278, "sufficient": false }, { "horizon": "Intermediate", "sample_count": 3, "median_return": 0.147727, "positive_rate": 0.666667, "directional_follow_through": 0.333333, "median_excess_return": -0.06035, "regime_survival": 0.0, "best_return": 0.160637, "worst_return": -0.379747, "sufficient": false }, { "horizon": "Extended", "sample_count": 3, "median_return": -0.120253, "positive_rate": 0.333333, "directional_follow_through": 0.666667, "median_excess_return": -0.288365, "regime_survival": 0.0, "best_return": 0.041968, "worst_return": -0.219697, "sufficient": false }, { "horizon": "Full cycle", "sample_count": 2, 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"Downward Expansion", "color": "red", "start": "2025-05-16", "end": "2025-06-20", "tenure": "Developing", "return": 0.068871, "active": false }, { "regime": "balance", "label": "Balance", "color": "blue", "start": "2025-06-27", "end": "2025-07-04", "tenure": "New", "return": 0.060759, "active": false }, { "regime": "rotation_up", "label": "Rotation Up", "color": "teal", "start": "2025-07-11", "end": "2025-08-01", "tenure": "New", "return": -0.102244, "active": false }, { "regime": "balance", "label": "Balance", "color": "blue", "start": "2025-08-08", "end": "2025-10-31", "tenure": "Established", "return": -0.113456, "active": false }, { "regime": "rotation_down", "label": "Rotation Down", "color": "orange", "start": "2025-11-07", "end": "2025-11-14", "tenure": "New", "return": -0.025316, "active": false }, { "regime": "downward_expansion", "label": "Downward Expansion", "color": "red", "start": "2025-11-21", "end": "2026-04-24", "tenure": "Established", "return": 0.010909, "active": 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"date": "2026-07-24", "close": 2.01, "volume": 3671601, "typical_volume": 4299166.7, "trend": 2.46, "fair_value": 3.164776, "relative_strength": -36.867025, "stage": 4, "regime": "rotation_down", "modifier": "Supply rotation", "gate": "mixed", "direction": -42.68126, "energy": 56.78817, "activity_lines": [ 2.152667, 2.320727, 2.46981, 2.449484 ] }, { "date": "2026-07-31", "close": 2.14, "volume": 5003934, "typical_volume": 4357562.35, "trend": 2.434667, "fair_value": 3.159071, "relative_strength": -32.194692, "stage": 4, "regime": "rotation_down", "modifier": "Supply rotation", "gate": "mixed", "direction": -32.476829, "energy": 45.977526, "activity_lines": [ 2.141333, 2.258545, 2.437905, 2.428839 ] }, { "date": "2026-08-07", "close": 2.14, "volume": 3287226, "typical_volume": 4363483.2, "trend": 2.414, "fair_value": 3.154199, "relative_strength": -34.475096, "stage": 4, "regime": "rotation_down", "modifier": "Structural failure", "gate": "down", "direction": -57.806712, "energy": 47.894013, "activity_lines": [ 2.134, 2.208182, 2.40581, 2.409828 ] } ], "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." } } }