It's not a given.
For example, Windows XP may boot faster than 98 or 2K on the same hardware, because XP parallelizes and shortens some hardware initialization steps. (e.g. anything related to the network).
Win98 with file sharing spends almost a minute during boot (even from an SSD) just squeaking netbios frames.