Frontier AI labs are not competing on the same playing field. Each has a unique identity that creates its own structural bottleneck.

OpenAI serves over 900 million monthly active users, mostly consumers. This produces a severe usage-mix problem: high volume of low-value prompts drives enormous inference costs with low revenue per token.