| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Eau Claire Area Stars | USHS-W | 24 | 17 | 16 | 33 | 1.375 | 0.4135 | 0.4293 | — | — |
| 2016-17 | — | USHS-W | 24 | 34 | 21 | 55 | 2.292 | 0.6891 | 0.6825 | — | — |
| 2018-19 | Eau Claire Area Stars | USHS-W | 23 | 17 | 19 | 36 | 1.565 | 0.4707 | 0.4299 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Franklin Pierce | D1 | NEWHA | SR | 34 | 5 | 9 | 14 | 0.412 |
| 2022-23 | Franklin Pierce | D3 | — | SR | 34 | 7 | 10 | 17 | 0.500 |
| 2021-22 | Franklin Pierce | D1 | NEWHA | JR | 32 | 12 | 11 | 23 | 0.719 |
| 2021-22 | Franklin Pierce | D3 | — | JR | 32 | 12 | 11 | 23 | 0.719 |
| 2020-21 | Franklin Pierce | D1 | NEWHA | SO | 2 | 0 | 1 | 1 | 0.500 |
| 2020-21 | Franklin Pierce | D3 | — | SO | 2 | 0 | 1 | 1 | 0.500 |
| 2019-20 | Franklin Pierce | D1 | NEWHA | FR | 32 | 10 | 12 | 22 | 0.688 |
| 2019-20 | Franklin Pierce | D3 | — | FR | 32 | 10 | 12 | 22 | 0.688 |
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.