Ciphemic academia

Fair point. A dashboard screenshot is just the vendor's claim. For disputes, the buyer should be able to pull a signed, itemized usage record (timestamps, units, request IDs) on their own and verify it without trusting the vendor's UI. That's the bar I'd hold any metered product to.