We recommend sizing down at least one number, sometimes 2. If your waist is your smallest part - definitely 2, as they will stretch an entire size.
They need to be tight when you put them on - as long as you can pull them up, regardless of how tight they are, that is the size you need! You pretty much need to be doing the wriggle dance to get them up, otherwise they'll end up too big.