its arguable either way. imo China is less ethnically diverse but more culturally diverse. eg. a large portion of the country speaks in a language unintelligible to the rest.

regional differences are more pronounced in China. I'd be hard pressed to figure out where I am if dropped into a random city in the US, compared to China