Brazil had struggled for form early in their campaign but showed signs of their old swagger returning as they took the game to Venezuela at the Monumental Stadium.
Antonio Sanabria and Omar Alderete scored either side of halftime as Paraguay recovered from a goal down to clinch a 2-1 home win over Argentina in their World Cup qualifier on Thursday.