Muscles In Lower Back And Hip - If you have low back pain, hip pain or various other tightness and stress in your body, stretching and/or strengthening the psoas can potentially completely fix the psoas is part of the group of muscles known as hip flexors, and it is the largest and strongest muscle in that group.