The new variety Pennisetum ‘Tift-23’ is provided. The new and distinct variety has increased tillers under drought conditions; superior Helminthosporium leaf spot resistance; high ornamental value; narrow canopy; narrow base; and narrow leaves. The asexually reproduced inter-specific variety is reliably propagated vegetatively.