| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Hermantown High | USHS-MN | 25 | 8 | 12 | 20 | 0.800 | 0.1013 | 0.1039 | 0.1943 | 0.1993 |
| 2017-18 | Green Bay Gamblers | USHL | 58 | 9 | 16 | 25 | 0.431 | 0.2542 | 0.2472 | 1.2945 | 1.2587 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Minnesota Duluth | D1 | NCHC | — | 37 | 4 | 5 | 9 | 0.243 |
| 2021-22 | Minnesota Duluth | D1 | NCHC | — | 42 | 7 | 4 | 11 | 0.262 |
| 2020-21 | Minnesota Duluth | D1 | NCHC | JR | 28 | 2 | 7 | 9 | 0.321 |
| 2019-20 | Minnesota Duluth | D1 | NCHC | SO | 29 | 0 | 3 | 3 | 0.103 |
| 2018-19 | Minnesota Duluth | D1 | NCHC | FR | 21 | 1 | 1 | 2 | 0.095 |
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.