Although Toronto taxis are metered, Pearson airport taxis offer set fares. Thus, the ride from Toronto Airport to Union Station will cost you 61$/44 USD/41€ and last around 25-35 minutes. During peak hours, traveling time can be up to one hour. Still, the cost of the ride remains the same.