A new and distinct cultivar of Astilbe plant named ‘Little Vision in Purple’, characterized by its compact, upright and strong plant habit; strong, healthy and dark-colored foliage; freely and uniformly flowering habit with inflorescences positioned above the foliar plane; deep pink-colored flowers; and good garden performance.