Metaphor is a powerful way of expressing language, which affects the attitude of individuals in looking at things. School leaders can use different metaphors to explain them. Therefore, this article uses the metaphors of “Chess view and Go view”, “Mechanical view, Market view, and Community view, “Starfish and Spiders”, “Newtonian Organization and Quantum Organization” to explore and analyze the school organization and leadership, and to find out the future development trend of the school. In conclusion, metaphor is another view and vision that people view things. It often changes people's attitude toward things. Education leaders can no longer run leadership schools with old ideas and inappropriate metaphors. Through the understanding of various metaphors, the article can provide another kind of vision and thinking for education leadership, and can bring some enlightenment to educational leadership research and practice.