They usually have a 25-lb weight limit, and that adds up pretty fast. They also tend to move around a bit as they inevitably loosen.

Since you have eyelets, you'd be better off with a "real" rack. Do like ilima says and watch for heal strike with panniers. Definitely try them out if you can before you buy (with some towels inside to see how it works when full)