Do not worry about the bulbs consuming too much power when they are powered but turned off in the app.
The bulbs consume only 0.4W in this idle state, which will not significantly affect your power bill. Based on an average electricity price of $0.10/kWh in the U.S., your yearly power bill would only increase by an estimated $0.35.