The Natal Rich Boys have not been an easy team for the Buccaneers across all competitions.
In the previous Carling Knockout outing, they eliminated the Soweto giants in the initial stages.
They followed it up with a draw and a win in the Premier Soccer League games with the Jose Riveiro-led outfit.
However, in the past two league outings, Pirates have recorded back-to-back 1-0 wins.
Ronnie Gabriel, who is Richards Bay's caretaker coach, believes they can get past Pirates who have been doing well this season.
They successfully defended their MTN8 crown and are in the quarter-final of the Caf Champions League.