| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Centennial High | USHS-MN | 25 | 11 | 23 | 34 | 1.360 | 0.3661 | 0.3541 | 0.3303 | 0.3195 |
| 2016-17 | Flin Flon Bombers | SJHL | 37 | 6 | 10 | 16 | 0.432 | 0.1317 | 0.1309 | 0.3205 | 0.3186 |
| 2017-18 | Flin Flon Bombers | SJHL | 28 | 4 | 5 | 9 | 0.321 | 0.0979 | 0.0928 | 0.2382 | 0.2258 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Hamline | D3 | MIAC | SR | 16 | 4 | 4 | 8 | 0.500 |
| 2020-21 | Hamline | D1 | — | JR | 6 | 2 | 0 | 2 | 0.333 |
| 2020-21 | Hamline | D3 | MIAC | JR | 6 | 2 | 0 | 2 | 0.333 |
| 2019-20 | Hamline | D1 | — | SO | 14 | 0 | 5 | 5 | 0.357 |
| 2019-20 | Hamline | D3 | MIAC | SO | 14 | 0 | 5 | 5 | 0.357 |
| 2018-19 | Hamline | D1 | — | FR | 25 | 3 | 9 | 12 | 0.480 |
| 2018-19 | Hamline | D3 | MIAC | FR | 25 | 3 | 9 | 12 | 0.480 |
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.