· 8 min read
What decides the winners in LLM platform competition
Model quality alone does not decide AI winners. Compare distribution, enterprise adoption, cost per accepted outcome, portability and cash flow by business model.
Read insight →Research lens
Platform economics
How scale, distribution, switching costs and ecosystem control shape platform revenue, margins and competitive durability.