| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Spruce Grove Saints | AJHL | 14 | 0 | 2 | 2 | 0.143 | 0.0474 | 0.0529 | 0.1324 | 0.1478 |
| 2019-20 | Spruce Grove Saints | AJHL | 43 | 0 | 11 | 11 | 0.256 | 0.0849 | 0.0849 | 0.2371 | 0.2371 |
| 2020-21 | Spruce Grove Saints | AJHL | 21 | 2 | 17 | 19 | 0.905 | 0.3002 | 0.3002 | 0.8386 | 0.8386 |
| 2021-22 | Spruce Grove Saints | AJHL | 52 | 14 | 25 | 39 | 0.750 | 0.2488 | 0.2414 | 0.6951 | 0.6743 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Alaska Anchorage | D1 | WCHA | SR | 33 | 1 | 8 | 9 | 0.273 |
| 2024-25 | Alaska Anchorage | D1 | — | — | 27 | 1 | 5 | 6 | 0.222 |
| 2023-24 | Bemidji State | D1 | CCHA | — | 28 | 2 | 2 | 4 | 0.143 |
| 2022-23 | Bemidji State | D1 | CCHA | — | 15 | 0 | 1 | 1 | 0.067 |
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.