The amount of competitors you choose to benchmark against is determined by the time you have available and the depth of the analysis you are planning to do. If you have two days to conduct the benchmarking and plan to go into a reasonable level of detail, aim to compare around four or five. If you are planning a more high-level (“has functionality or not”) type spreadsheet review, you can easily compare many more.