The elephant in the room of this sort of discussion is that your savings need is dictated by your desired lifestyle in retirement.

If you want to spend $25k a month, you'll need millions in investments (or a moderately large portfolio of rental properties or a combination).

If you can be happy spending $25k a year, you probably need only enough for large expenses as you mention.