Hands-On Developer Benchmarking

Anthropic's GA Files API re-bills the whole document on every request

A five-question head-to-head on claude-sonnet-5 found that uploading a reference once cost slightly more than pasting it into every prompt, and that the only arm which moved the token count was prompt caching.