World Gen Biomes Seem To Keep Repeating

Looking for specific biomes on some newly generated worlds, I would have only two to three biomes EVER within a few thousand blocks traveled. I think biomes need to be far more diverse if this is supposedly normal. What I mean by two to three biomes is that those were the only biomes being generated in the world, no other types.