01
List Prices Falling
What It Means
AI providers cutting headline rates to win volume.
Signal for AI Stocks
Ambiguous — Volume May Offset Margin Pressure
This is the least alarming scenario — it can reflect healthy competition rather than a sign of collapsing demand for AI services.
02
Demand Shifting to Cheaper Models
What It Means
Users routing workloads to lower-cost alternatives (Chinese models, open-source).
Signal for AI Stocks
Negative for Premium Model Providers
This scenario points to real competitive displacement, where users are actively substituting away from premium providers rather than just paying less for the same service.
03
Genuine Spending Fatigue
What It Means
Customers hitting budget ceilings; usage plateauing.
Signal for AI Stocks
Most Negative — Threatens Capex Justification
This is the scenario markets fear most — it directly undermines the revenue growth story that has justified years of aggressive AI infrastructure spending.