| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Northeast Generals | NAHL | 7 | 0 | 3 | 3 | 0.429 | 0.1698 | 0.1918 | 0.4500 | 0.5082 |
| 2019-20 | — | USHL | 31 | 5 | 12 | 17 | 0.548 | 0.3371 | 0.3371 | 1.6157 | 1.6157 |
| 2024-25 | Jukurit | Liiga | 6 | 1 | 1 | 2 | 0.333 | 0.8332 | 0.9925 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | Michigan | D1 | BigTen | — | 10 | 0 | 2 | 2 | 0.200 |
| 2023-24 | Arizona State | D1 | NCHC | JR | 36 | 5 | 32 | 37 | 1.028 |
| 2022-23 | Arizona State | D1 | NCHC | SO | 31 | 3 | 15 | 18 | 0.581 |
| 2021-22 | Arizona State | D1 | — | FR | 34 | 4 | 18 | 22 | 0.647 |
| 2020-21 | Boston College | D1 | HockeyEast | — | 18 | 0 | 2 | 2 | 0.111 |
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.