[whimsicalism]

I don't follow. If one bucket has many more iOS users, it seems like you have done a bad job randomizing your treatment?

[BoppreH]

It could be self-selection happening after you randomized the groups. For example a desktop landing page advertising an app, which might be installed on either mobile operating system.