| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Bozeman Ice Dogs | NA3HL | 43 | 3 | 22 | 25 | 0.581 | 0.0730 | 0.0791 | 0.1835 | 0.1988 |
| 2022-23 | Northwest Express | USPHL-Premier | 36 | 3 | 9 | 12 | 0.333 | 0.0436 | 0.0453 | 0.1131 | 0.1176 |
| 2023-24 | Northwest Express | USPHL-Premier | 36 | 3 | 12 | 15 | 0.417 | 0.0545 | 0.0540 | 0.1414 | 0.1402 |
| 2024-25 | Northwest Express | USPHL-Premier | 40 | 12 | 41 | 53 | 1.325 | 0.1733 | 0.1617 | 0.4497 | 0.4196 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Waldorf University | ACHA_D1 | — | — | 32 | 6 | 16 | 22 | 0.688 |
| 2024-25 | Waldorf University | ACHA_D1 | — | — | 32 | 6 | 16 | 22 | 0.688 |
| 2023-24 | Waldorf University | ACHA_D1 | — | — | 32 | 6 | 16 | 22 | 0.688 |
| 2022-23 | Waldorf University | ACHA_D1 | — | — | 32 | 6 | 16 | 22 | 0.688 |
| 2021-22 | Waldorf University | ACHA_D1 | — | — | 32 | 6 | 16 | 22 | 0.688 |
| 2020-21 | Waldorf University | ACHA_D1 | — | — | 32 | 6 | 16 | 22 | 0.688 |
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.