What do you mean 'synced to each other'? You can't sync ipad to iphone or iphone to ipod etc. They can all sync to itunes or icloud, but its not directly to each other.
If your devices are all the same and have the exact same apps, with the exact same data and the exact same media on, then yes you could just backup one, but I rather doubt that would be the case.