How well does it working with duel air conditioners?

I have a two story house with two air conditioners with two thermostats. I understand I will need two of them. How well with this work with the additional sensors? Will they work together?

ecobee3 Smart Wi-Fi Thermostat

ecobee3 Smart Wi-Fi Thermostat

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