Explore how LLM and SaaS providers monetise AI in 2026: from GPU training and inference costs to token pricing, caching, reasoning, fine-tuning and dedicated capacity. Learn why AI is shifting SaaS beyond pure seat-based pricing toward hybrid subscriptions, credits, usage meters and outcome-based models — and how this affects margins, ARPU, enterprise procurement and automation.