Best AI Video Models for Text

Rendering legible text inside generated video — storefront signs, product labels, titles, UI screens — remains one of the clearest separators between model generations. Most models smear lettering into pseudo-glyphs or let it drift and re-spell itself between frames. This leaderboard ranks models on text-fidelity prompts scored for spelling accuracy, sharpness, and temporal stability of on-screen text. It is the ranking to check for commercial work, product shots, and any deliverable where a misspelled sign means a rejected cut.