A category page should shorten the decision, not make you try every tool. Write down the required output first, then compare input data, privacy needs, file format, reversibility, and the cost of checking the result. Similar names can describe different stages of a workflow, so choose by task boundary.
Choose Random Number Picker when
Set a range and quantity to instantly draw random integers for raffles, seat numbers, or any fair pick. This is the stronger fit when the input is defined and that output is the actual goal. Before real work, use a small sample to confirm fields, units, interaction, and download format.
Switch to Random Name Picker when
Paste a list to fairly pick one or more names for roll call, prizes, or deciding who goes first. If your problem is closer to this description, do not force the first-ranked option. Compare required source material, whether content is transformed, and whether the result remains editable.
Use Random Group Generator for a third decision path
Split a list into random teams by group count or size for projects, activities, and games. This option is a reminder that the task may need a different output type. After choosing, read that page’s limits and verification method, then test the result in the actual destination.