What are consumption-based pricing models and why do they create unpredictable SaaS costs?

“Consumption-based pricing charges based on measurable usage such as API calls, tokens, compute, or data processing. As activity increases, costs scale in real time. Hybrid models combine fixed licenses with variable usage, making it difficult to isolate cost drivers and predict total spend from invoices alone.”