In this article, we investigate the Zagreb index, a kind of graph-based topological several random networks, including class networks extended from recursive trees, plain-oriented and caterpillars growing in preferential attachment manner. We calculate mean variance index for each class. addition, prove that asymptotic distribution first is normal, second skewed to right.