| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Holy Family Catholic | USHS-MN | 24 | 5 | 10 | 15 | 0.625 | 0.0770 | 0.0830 | 0.1517 | 0.1636 |
| 2017-18 | Tri-City Storm | USHL | 11 | 0 | 1 | 1 | 0.091 | 0.0536 | 0.0549 | 0.2721 | 0.2789 |
| 2018-19 | Cedar Rapids RoughRiders | USHL | 26 | 4 | 1 | 5 | 0.192 | 0.1134 | 0.1104 | 0.5757 | 0.5605 |
| 2019-20 | Austin Bruins | NAHL | 28 | 17 | 13 | 30 | 1.071 | 0.3807 | 0.3807 | 1.1301 | 1.1301 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | Alaska Anchorage | D1 | WCHA | — | 34 | 14 | 16 | 30 | 0.882 |
| 2022-23 | Alaska Anchorage | D1 | WCHA | — | 28 | 6 | 14 | 20 | 0.714 |
| 2021-22 | Minnesota | D1 | BigTen | — | 18 | 2 | 3 | 5 | 0.278 |
| 2021-22 | Minnesota Duluth | D1 | NCHC | — | 18 | 2 | 3 | 5 | 0.278 |
| 2020-21 | Minnesota Duluth | D1 | NCHC | SO | 10 | 1 | 0 | 1 | 0.100 |
| 2019-20 | Minnesota Duluth | D1 | NCHC | FR | 14 | 0 | 1 | 1 | 0.071 |
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.