| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Northern Cyclones | USPHL-Elite | 41 | 23 | 20 | 43 | 1.049 | 0.0781 | 0.0781 | 0.2403 | 0.2403 |
| 2020-21 | Northern Cyclones | USPHL-Premier | 33 | 17 | 9 | 26 | 0.788 | 0.0889 | 0.0889 | 0.2680 | 0.2680 |
| 2021-22 | Northern Cyclones | USPHL-Premier | 42 | 17 | 16 | 33 | 0.786 | 0.0886 | 0.0827 | 0.2673 | 0.2494 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Post | D2 | NE10 | SR | 27 | 8 | 7 | 15 | 0.556 |
| 2024-25 | Post | D2 | NE10 | JR | 26 | 3 | 8 | 11 | 0.423 |
| 2023-24 | Post | D2 | NE10 | SO | 18 | 1 | 4 | 5 | 0.278 |
| 2022-23 | Post | D2 | NE10 | FR | 23 | 2 | 5 | 7 | 0.304 |
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.