I can estimate the cost of a short text prompt, but my prototype barely resembles the real workload: production requests include longer histories, retries, and occasional image inputs.

What’s a dependable way to build a production cost estimate before launch? I’m curious whether people rely on sampled request logs, token-counting tools, or a small live trial—and how they account for usage spikes.