I started at TJSJ - +TSTRM, heavy rain, overcast. Flew less than 100 miles with several cloud layers, many types, all working perfectly. Ended flight. Selected another aircraft. Same METAR but now I get everything except rain. Continued with flight. Once above the overcast, I noticed very few clouds in vicinity. Started over. Only got overcast.