Spicy foods may help you burn up more calories overall, but they won't help you burn more during your workout if you eat them right beforehand. Even if they are 'healthy' dishes, spicy leftovers (like last night's Mexican or Thai food) can cause heartburn if they backwash into the esophagus, Hartley says.