I would be an absolute nervous wreck having a pool party with children around. I wouldn't be able to relax one bit.Throw in the hot sun, and tender baby skin? Yikes.
I would go with the party at your place. I have found that little ones, especially little, little ones do well with less fuss, and less people than we would think.
Bookmarks