In a small bowl, whisk together first 10 ingredients (olive oil through garlic); rub mixture into tenderloin. Cover and refrigerate overnight.
Preheat oven to 400°F.
Place tenderloin on a rimmed baking sheet; bake for 1 hour or until desired level of doneness is achieved. Let tenderloin rest on a cutting board for 10 minutes before slicing.