The Hermitage contains masterpieces by artists such as Leonardo da Vinci, Raphael, Michelangelo, Rembrandt, Rubens, and many others. It includes works like 'The Return of the Prodigal Son' by Rembrandt, 'Madonna Litta' by Leonardo da Vinci, and numerous other significant pieces.