| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Lakeville South | USHS-MN | 30 | 9 | 15 | 24 | 0.800 | 0.2154 | 0.2154 | 0.1943 | 0.1943 |
| 2020-21 | Lakeville South | USHS-MN | 23 | 7 | 23 | 30 | 1.304 | 0.3511 | 0.3511 | 0.3168 | 0.3168 |
| 2021-22 | Austin Bruins | NAHL | 55 | 5 | 16 | 21 | 0.382 | 0.1513 | 0.1513 | 0.4009 | 0.4009 |
| 2022-23 | Austin Bruins | NAHL | 51 | 4 | 36 | 40 | 0.784 | 0.3107 | 0.2955 | 0.8234 | 0.7830 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Vermont | D1 | HockeyEast | JR | 23 | 1 | 9 | 10 | 0.435 |
| 2024-25 | Vermont | D1 | HockeyEast | — | 15 | 0 | 1 | 1 | 0.067 |
| 2023-24 | Vermont | D1 | HockeyEast | — | 26 | 2 | 4 | 6 | 0.231 |
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.