| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Portage Terriers | MJHL | 44 | 20 | 22 | 42 | 0.955 | 0.1837 | 0.1896 | 0.6019 | 0.6214 |
| 2022-23 | Portage Terriers | MJHL | 41 | 12 | 24 | 36 | 0.878 | 0.1690 | 0.1666 | 0.5537 | 0.5457 |
| 2023-24 | Portage Terriers | MJHL | 41 | 15 | 16 | 31 | 0.756 | 0.1455 | 0.1358 | 0.4768 | 0.4450 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Calvin University | ACHA_D1 | — | — | 12 | 3 | 2 | 5 | 0.417 |
| 2024-25 | Calvin University | ACHA_D1 | — | — | 12 | 3 | 2 | 5 | 0.417 |
| 2023-24 | Calvin University | ACHA_D1 | — | — | 12 | 3 | 2 | 5 | 0.417 |
| 2022-23 | Calvin University | ACHA_D1 | — | — | 12 | 3 | 2 | 5 | 0.417 |
| 2021-22 | Calvin University | ACHA_D1 | — | — | 12 | 3 | 2 | 5 | 0.417 |
| 2020-21 | Calvin University | ACHA_D1 | — | — | 12 | 3 | 2 | 5 | 0.417 |
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.