Uber and Lyft encourage their drivers to operate during inclement weather to serve riders who need to reach their destinations. A limited supply of drivers in each app means surge pricing is likely during snowy conditions. In many regions, SUV options are available at an additional expense to give you peace of mind in case of heavy snow.