Synonyms for Stocky (same or very similar meaning)
WordNet sense 1 (heavy and compact in form or stature):
compact, heavyset, thick, thickset, compactWordNet sense 2 (having much flesh (especially fat)):
fatFrom the ODE community, based on WordNetadd/edit