| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Breck School (W) | USHS-MN-W | 24 | 4 | 3 | 7 | 0.292 | 0.0468 | 0.0468 | — | — |
| 2017-18 | Breck School (W) | USHS-MN-W | 25 | 13 | 11 | 24 | 0.960 | 0.1542 | 0.1542 | — | — |
| 2018-19 | Breck School (W) | USHS-MN-W | 25 | 9 | 25 | 34 | 1.360 | 0.2184 | 0.2184 | — | — |
| 2019-20 | Breck School (W) | USHS-MN-W | 25 | 12 | 44 | 56 | 2.240 | 0.3597 | 0.3597 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | St. Cloud State | D1 | WCHA-W | — | 30 | 3 | 3 | 6 | 0.200 |
| 2023-24 | Merrimack | D1 | HEA-W | — | 32 | 5 | 7 | 12 | 0.375 |
| 2022-23 | Merrimack | D1 | HEA-W | — | 17 | 1 | 2 | 3 | 0.176 |
| 2021-22 | Merrimack | D1 | HEA-W | — | 34 | 5 | 8 | 13 | 0.382 |
| 2020-21 | Merrimack | D1 | — | — | 16 | 1 | 2 | 3 | 0.188 |
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.