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A couple KB shouldn't make much of a difference. If your app explodes in popularity, then yes, you should make every effort to optimize.

My question is does the average joe care if app is using less bandwidth or it doesn't matter.

To be honest, for a couple KB's worth of difference, probably not. But I'd assume it'd be good practice to optimize the best you can regardless.