| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Greenway High | USHS-MN | 15 | 7 | 7 | 14 | 0.933 | 0.1182 | 0.1199 | 0.2267 | 0.2300 |
| 2016-17 | Austin Bruins | NAHL | 2 | 0 | 2 | 2 | 1.000 | 0.3674 | 0.3827 | 1.0555 | 1.0996 |
| 2017-18 | Minot Minotauros | NAHL | 46 | 4 | 14 | 18 | 0.391 | 0.1438 | 0.1427 | 0.4130 | 0.4098 |
| 2018-19 | Minot Minotauros | NAHL | 52 | 15 | 29 | 44 | 0.846 | 0.3109 | 0.2946 | 0.8932 | 0.8464 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Alaska Anchorage | D1 | WCHA | FR | 31 | 2 | 8 | 10 | 0.323 |
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.