| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Maple Grove High | USHS-MN | 25 | 13 | 28 | 41 | 1.640 | 0.4415 | 0.4528 | 0.3984 | 0.4086 |
| 2016-17 | Minot Minotauros | NAHL | 2 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2017-18 | Waterloo Black Hawks | USHL | 42 | 8 | 9 | 17 | 0.405 | 0.2488 | 0.2419 | 1.1926 | 1.1598 |
| 2018-19 | Green Bay Gamblers | USHL | 35 | 2 | 3 | 5 | 0.143 | 0.0878 | 0.0808 | 0.4210 | 0.3877 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | St. Thomas | D3 | — | SO | 4 | 0 | 3 | 3 | 0.750 |
| 2019-20 | St. Thomas | D3 | — | FR | 15 | 3 | 3 | 6 | 0.400 |
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.