Carbon steel, low alloy steel, stainless, cast iron, and some specialty alloys all stick weld well with the right rod. The electrode choice does most of the work, matching the rod to the base metal.
Stick is best on heavier material. Sheet metal and thin gauges are usually better served by MIG or TIG because stick burns through thin material easily.