Chuni Goswami made his first class debut for Bengal in the Ranji Trophy during the 1962–63 season. He was a Right Handed Batsman and a Right Arm Medium Pacer. After retiring from football, Goswami fully focussed on playing cricket for West Bengal. He appeared in two Ranji Trophy finals, losing to Mumbai each time. In the 1968–69 final, he scored 96 and 84; but Ajit Wadekar's century helped Mumbai win on first innings lead. Lat
| Format | Matches | Runs | Avg | 100s/50s | Top Score | Wickets | Bowl Avg | Best Bowling | Catches/St |
| FC | 46 | 1592 | 28.42 | 1/7 | 103 | 47 | 24.08 | 5/47 | 40/– |