Macro Shocks & Scenarios
Transmission Parameters
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Aggregated Hardware Demand
$142.8B
CoWoS Deficit Gap
+14.2% Overload
SOX Sentiment Delta
+18.4% Multiple Exp
Echelon Bottlenecks & Margins
Real-time Telemetry
| Echelon | Lead-Time | Margin Δ | Stress |
|---|
Second-Order Ripple Matrix
• Hyperscaler Cash Flow: Reinvestment rate accelerates to 38.2% of cloud EBITDA.
• Packaging Pricing Power: Foundry gross margins expand +280 bps.
• Memory Squeeze: HBM wafer allocation crowd-out drives commodity DRAM prices +16.5%.
• Optics Velocity: 800G/1.6T transceiver bill-of-materials ratio rises to 18.4% of total cluster cost.
Grounding: Derived from Jensen Huang datacenter guidance & forward semiconductor supply elasticity models. Preserves local state across sessions.