Penstemon strictus Rocky Mountain Penstemons are a 1-3 perennial. They remain green throughout the winter. They have flowers ranging from royal blue to violet that bloom in late spring to early summer. Penstemons can handle heavier soils, but prefer sandy well drained ground.