| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | Islanders Hockey Club | NCDC | 51 | 1 | 18 | 19 | 0.372 | 0.1519 | 0.1581 | 0.2981 | 0.3102 |
| 2024-25 | Islanders Hockey Club | NCDC | 53 | 20 | 40 | 60 | 1.132 | 0.4616 | 0.4598 | 0.9059 | 0.9024 |
| 2025-26 | Shreveport Mudbugs | NAHL | 53 | 5 | 21 | 26 | 0.491 | 0.1802 | 0.1701 | 0.5185 | 0.4895 |
How to read this: NCAAe and D3e factors convert a player's junior PPG into expected NCAA scoring at the D1 or D3 level. Harder conferences → lower projected PPG for the same player. A strong junior player (e.g. USHL 0.90 PPG) will project much higher in NESCAC than Big Ten because the D3 scoring environment is lower-difficulty.
Strength factor: conferences above 1.0 are harder than average; below 1.0 are easier. The formula is: Base NCAAe PPG ÷ Conference Strength = Projected PPG.