| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | Sioux City Musketeers | USHL | 2 | 1 | 0 | 1 | 0.500 | 0.3184 | 0.3482 | 1.4984 | 1.6387 |
| 2014-15 | Janesville Jets | NAHL | 59 | 11 | 17 | 28 | 0.475 | 0.1762 | 0.1815 | 0.5025 | 0.5175 |
| 2015-16 | Janesville Jets | NAHL | 60 | 12 | 18 | 30 | 0.500 | 0.1857 | 0.1830 | 0.5294 | 0.5217 |
| 2016-17 | Janesville Jets | NAHL | 56 | 20 | 35 | 55 | 0.982 | 0.3647 | 0.3396 | 1.0398 | 0.9682 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Minnesota | D1 | BigTen | SR | 31 | 2 | 7 | 9 | 0.290 |
| 2019-20 | Minnesota | D1 | BigTen | JR | 16 | 2 | 0 | 2 | 0.125 |
| 2018-19 | Minnesota | D1 | BigTen | SO | 1 | 0 | 0 | 0 | 0.000 |
| 2017-18 | Minnesota | D1 | BigTen | FR | 2 | 0 | 0 | 0 | 0.000 |
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.