Do as the locals do and head underground to get around. Taxis are expensive. Take the metro; it's so easy! My sister and I were recently exploring Montreal. To avoid paying for cabs, we both purchased a day pass on the metro for $8 each. It was worth the price and we were able to get around the city during a snow fall. The pass is valid on the buses as well.