I don't know if this has any relevance but even in the electric bicycle forum, there is a concensus that smaller wheels are more efficient than comparable bigger wheels. Of course, there is a question of different mechanics, and electric bikes are significantly heavier, but the topic of less rotating mass flares up from time to time.