unit economics

AI Markets

Nebius Rout Exposes the Unit Economics Trap for Independent AI Infrastructure

A $27 billion Meta deal triggered a 10% stock collapse, revealing how vertically integrated hyperscalers compress margins for standalone compute providers faster than revenue can scale.

8 min read ·
AI

AI Pricing Convergence Masks Deepening Unit Economics Pressure

OpenAI, Anthropic, and Google have settled on near-identical $20 entry tiers, but mounting compute costs signal inevitable shift toward usage-based models.

7 min read ·