| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | — | USHL | 2 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2019-20 | Eden Prairie | USHS-MN | 31 | 37 | 26 | 63 | 2.032 | 0.2504 | 0.2504 | 0.4936 | 0.4936 |
| 2020-21 | — | USHL | 41 | 10 | 2 | 12 | 0.293 | 0.1727 | 0.1727 | 0.8624 | 0.8624 |
| 2021-22 | — | USHL | 60 | 39 | 28 | 67 | 1.117 | 0.6587 | 0.6279 | 3.2900 | 3.1362 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | Minnesota | D1 | BigTen | — | 37 | 24 | 10 | 34 | 0.919 |
| 2023-24 | Minnesota Duluth | D1 | NCHC | — | 37 | 24 | 10 | 34 | 0.919 |
| 2022-23 | Minnesota | D1 | BigTen | — | 35 | 21 | 7 | 28 | 0.800 |
| 2022-23 | Minnesota Duluth | D1 | NCHC | — | 35 | 21 | 7 | 28 | 0.800 |
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.