Not necessarily. Faster is usually better for sports like jousting but not for combat. Faster horses usually have thinner hides and they're legs can't cope with the rough mountain roads, as sturdier beasts can. [Yep, the horse talk was becoming a nice conversation.]

You're better off with a horse that's equal in both speed and strength.