| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | U.S. National U17 Team | NTDP-U18 | 22 | 3 | 5 | 8 | 0.364 | 0.2703 | 0.2750 | 1.3567 | 1.3801 |
| 2016-17 | U.S. National U18 Team | NTDP-U18 | 65 | 3 | 17 | 20 | 0.308 | 0.2287 | 0.2214 | 1.1482 | 1.1116 |
| 2018-19 | Rivers School | NE-Prep | 25 | 1 | 0 | 1 | 0.040 | 0.0079 | 0.0079 | 0.0182 | 0.0182 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Northeastern | D1 | HockeyEast | — | 39 | 1 | 8 | 9 | 0.231 |
| 2020-21 | Michigan State | D1 | BigTen | SR | 27 | 1 | 3 | 4 | 0.148 |
| 2019-20 | Michigan State | D1 | BigTen | JR | 36 | 2 | 7 | 9 | 0.250 |
| 2018-19 | Michigan State | D1 | BigTen | SO | 36 | 2 | 2 | 4 | 0.111 |
| 2017-18 | Michigan State | D1 | BigTen | FR | 36 | 0 | 10 | 10 | 0.278 |
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.