| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Spruce Grove Saints | AJHL | 5 | 1 | 0 | 1 | 0.200 | 0.0664 | 0.0664 | 0.1854 | 0.1854 |
| 2020-21 | Spruce Grove Saints | AJHL | 19 | 3 | 8 | 11 | 0.579 | 0.1921 | 0.1921 | 0.5365 | 0.5365 |
| 2021-22 | Spruce Grove Saints | AJHL | 56 | 36 | 32 | 68 | 1.214 | 0.4029 | 0.4000 | 1.1254 | 1.1173 |
| 2022-23 | Spruce Grove Saints | AJHL | 60 | 31 | 48 | 79 | 1.317 | 0.4369 | 0.4121 | 1.2203 | 1.1511 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Minnesota | D1 | BigTen | — | 40 | 11 | 18 | 29 | 0.725 |
| 2025-26 | Minnesota State | D1 | CCHA | JR | 40 | 11 | 18 | 29 | 0.725 |
| 2024-25 | Minnesota | D1 | BigTen | — | 39 | 6 | 18 | 24 | 0.615 |
| 2023-24 | Ferris State | D1 | CCHA | — | 33 | 7 | 16 | 23 | 0.697 |
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.