Preheat the oven to 375°F (190°C).
Rub the beef with olive oil, salt, and pepper.
Brown the beef in a hot pan for 2-3 minutes on each side.
Transfer to the oven and cook for 20-25 minutes for medium-rare.
Cover with foil and let it rest for 10 minutes.
Slice and enjoy with your favorite sides.