Godinho resigned as Congress MLA and quit the party and joined BJP last week. The switching of allegiance by the former Minister came just ahead of the Assembly polls expected in the first quarter of 2017.
The verbal duel between both parties started when Goa Congress President Luizinho Faleiro thanked BJP for taking away "garbage" from the party, a reference to Godinho.
Chief Minister Laxmikant Parsekar hit back at the main Opposition party for the remark.
"Congress finds such leaders as garbage but BJP knows how to turn garbage into gold. We know how to convert garbage into manure and generate energy from it," Parsekar said.
Reacting to Parsekar's remark, Goa Congress spokesman Sunil Kawathankar said, "We congratulate honorable Chief Minister for agreeing that Godinho is garbage. Whether they recycle it into manure or worship it, it is their problem."