Engine miss in hard rain

Have had bad miss in hard rain while going up hill. Changed the plugs and wires today and found a crack the length of the insulator on one of the plugs. Plug tips and wires did not look bad at 23,000 miles. Do you guys think the cracked insulator was causing the miss during the hard rain. New air filter last trip, going clean MAF next