| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | — | USHS-MN | 25 | 18 | 32 | 50 | 2.000 | 0.5384 | 0.5570 | 0.4858 | 0.5026 |
| 2016-17 | — | USHL | 5 | 1 | 0 | 1 | 0.200 | 0.1229 | 0.1267 | 0.5892 | 0.6075 |
| 2017-18 | — | USHL | 60 | 24 | 20 | 44 | 0.733 | 0.4508 | 0.4424 | 2.1604 | 2.1201 |
| 2018-19 | — | USHL | 59 | 33 | 32 | 65 | 1.102 | 0.6772 | 0.6296 | 3.2458 | 3.0177 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Minnesota | D1 | BigTen | JR | 34 | 17 | 24 | 41 | 1.206 |
| 2020-21 | Minnesota | D1 | BigTen | SO | 31 | 12 | 16 | 28 | 0.903 |
| 2019-20 | Minnesota | D1 | BigTen | FR | 37 | 10 | 16 | 26 | 0.703 |
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.