If the EPROMS boot the machine any faster than the original ROMS it's not because they're 100ns parts. There's no magical speed auto-sensing going on with any memory parts in machines that old; they're either fast enough to do the job or they're not.

There were several *versions* of the Plus ROM, perhaps the disk driver was slightly faster in some vs. others.