The required payload should be based on the heaviest normal load plus an appropriate operational margin. Load dimensions, centre of gravity and how the material is loaded can be just as important as the weight.
Choosing the smallest robot that safely handles the workflow can improve efficiency, while oversized equipment can increase cost and reduce manoeuvrability.