Market briefAI-2026-0198
Inference providers compete on latency now, not price
Per-token pricing converged. Time to first token did not.
4 minMain AI Hub
Token pricing across major inference providers now sits within a narrow band for comparable models. Latency does not: time to first token varies by more than a factor of three for the same model on the same prompt.
For interactive products that difference is the whole purchasing decision, and it is not visible on any pricing page.