| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Hermantown High | USHS-MN | 25 | 24 | 34 | 58 | 2.320 | 0.6245 | 0.5783 | 0.5635 | 0.5218 |
| 2015-16 | Fairbanks Ice Dogs | NAHL | 47 | 3 | 10 | 13 | 0.277 | 0.1027 | 0.1035 | 0.2929 | 0.2952 |
| 2016-17 | Fairbanks Ice Dogs | NAHL | 59 | 11 | 22 | 33 | 0.559 | 0.2077 | 0.1980 | 0.5922 | 0.5646 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Saint John's | D3 | — | SR | 10 | 3 | 3 | 6 | 0.600 |
| 2019-20 | Saint John's | D3 | — | JR | 26 | 10 | 12 | 22 | 0.846 |
| 2018-19 | Saint John's | D3 | — | SO | 27 | 3 | 9 | 12 | 0.444 |
| 2017-18 | Saint John's | D3 | — | 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.