| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Spruce Grove Saints | AJHL | 5 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2017-18 | Spruce Grove Saints | AJHL | 50 | 8 | 24 | 32 | 0.640 | 0.2147 | 0.2317 | 0.5921 | 0.6390 |
| 2018-19 | Spruce Grove Saints | AJHL | 55 | 11 | 22 | 33 | 0.600 | 0.2012 | 0.2074 | 0.5551 | 0.5722 |
| 2019-20 | Spruce Grove Saints | AJHL | 50 | 15 | 29 | 44 | 0.880 | 0.2952 | 0.2952 | 0.8142 | 0.8142 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | American International | D1 | AHA | — | 36 | 3 | 9 | 12 | 0.333 |
| 2023-24 | American International | D1 | AHA | — | 39 | 7 | 15 | 22 | 0.564 |
| 2022-23 | American International | D1 | AHA | — | 38 | 11 | 20 | 31 | 0.816 |
| 2021-22 | Colorado College | D1 | NCHC | — | 35 | 6 | 7 | 13 | 0.371 |
| 2020-21 | Colorado College | D1 | NCHC | — | 18 | 0 | 2 | 2 | 0.111 |
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.