Can you post a photo of your
Red Yucca (Hesperaloe parviflora)
How long have your plants been in the ground? My first thought was it might possibly be a lighting or water issue but I don't really know. The database shows bloom times of, Late Spring or Early Summer, Summer, Late Summer or Early Fall so perhaps yours are just a bit late budding out this year due to cultural conditions?