If you're hoping to get lost in the rain on your romantic getaway, take a look at these details about year-round temperatures in Tucumcari: The hottest months are usually July and June, with an average temperature of 26°C, while the coldest months are January and December, with an average of 6°C. Average annual precipitation for Tucumcari is 355 mm.