I believe it's typical for database libraries with auto-prepare to also have batch statement sending (and use it for prepare-executes), so there's no real cost

I believe it's typical for database libraries with auto-prepare to also have batch statement sending (and use it for prepare-executes), so there's no real cost to doing the prepare. The database has to parse/plan the statement regardless, and there's no round-trip delay with statement batching.