| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Dexter | NE-Prep | 30 | 2 | 3 | 5 | 0.167 | 0.0470 | 0.0470 | 0.0763 | 0.0763 |
| 2019-20 | Dexter | NE-Prep | 26 | 10 | 19 | 29 | 1.115 | 0.3147 | 0.3147 | 0.5104 | 0.5104 |
| 2020-21 | Sioux City Musketeers | USHL | 20 | 2 | 10 | 12 | 0.600 | 0.3688 | 0.3688 | 1.7677 | 1.7677 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | Dartmouth | D1 | ECAC | GR | 32 | 11 | 10 | 21 | 0.656 |
| 2023-24 | Dartmouth | D1 | ECAC | SR | 32 | 7 | 10 | 17 | 0.531 |
| 2022-23 | Dartmouth | D1 | ECAC | JR | 22 | 3 | 8 | 11 | 0.500 |
| 2021-22 | Harvard | D1 | ECAC | — | 26 | 1 | 1 | 2 | 0.077 |
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.