| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Eagan High | USHS-MN-W | 24 | 5 | 5 | 10 | 0.417 | 0.0629 | 0.0629 | — | — |
| 2017-18 | Eagan High | USHS-MN-W | 26 | 13 | 20 | 33 | 1.269 | 0.1916 | 0.1916 | — | — |
| 2018-19 | Eagan High | USHS-MN-W | 25 | 17 | 18 | 35 | 1.400 | 0.2114 | 0.2114 | — | — |
| 2019-20 | Eagan High | USHS-MN-W | 25 | 17 | 11 | 28 | 1.120 | 0.1691 | 0.1691 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | Franklin Pierce | D1 | NEWHA | SR | 34 | 9 | 12 | 21 | 0.618 |
| 2023-24 | Franklin Pierce | D3 | — | SR | 27 | 5 | 11 | 16 | 0.593 |
| 2022-23 | Franklin Pierce | D1 | NEWHA | JR | 34 | 14 | 10 | 24 | 0.706 |
| 2022-23 | Franklin Pierce | D3 | — | JR | 34 | 14 | 8 | 22 | 0.647 |
| 2021-22 | Franklin Pierce | D1 | NEWHA | SO | 20 | 6 | 9 | 15 | 0.750 |
| 2021-22 | Franklin Pierce | D3 | — | SO | 20 | 6 | 9 | 15 | 0.750 |
| 2020-21 | Franklin Pierce | D1 | NEWHA | FR | 2 | 4 | 1 | 5 | 2.500 |
| 2020-21 | Franklin Pierce | D3 | — | FR | 2 | 4 | 1 | 5 | 2.500 |
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.