Anyone who’s ever paid a utility bill can appreciate the upside of usage-based billing: You don’t pay for what you didn’t use. AI credit-based pricing follows a similar logic — but unlike your electric bill, a good software vendor will give you tools to cap spend, set alerts, and forecast costs before they hit your invoice.