Generally, the cheapest months to rent in Denver are during the winter season, particularly between December and February. This is when the demand for rentals tends to be lower, leading to potential discounts or lower rates. However, it's always advisable to check for specific pricing and availability as factors like events or special occasions can influence rental prices.