For creating large directed graphs with 25-30 nodes and clear arrows, Mathematica and Maple are viable options, particularly with Mathematica's GraphPlot function. Users also recommend exploring Graphviz, a dedicated tool for graph visualization, and Asymptote, which offers graphical capabilities. While Microsoft Word's autoshapes can be used for simpler state diagrams, specialized software is preferred for more complex graphing needs.