| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Exeter | NE-Prep | 31 | 14 | 8 | 22 | 0.710 | 0.1406 | 0.1406 | 0.3233 | 0.3233 |
| 2019-20 | Prince George Spruce Kings | BCHL | 56 | 3 | 13 | 16 | 0.286 | 0.1101 | 0.1101 | 0.4158 | 0.4158 |
| 2020-21 | Prince George Spruce Kings | BCHL | 17 | 10 | 6 | 16 | 0.941 | 0.3626 | 0.3626 | 1.3697 | 1.3697 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | Middlebury | D3 | NESCAC | — | 26 | 2 | 6 | 8 | 0.308 |
| 2023-24 | Middlebury | D3 | NESCAC | — | 26 | 2 | 7 | 9 | 0.346 |
| 2022-23 | Union | D1 | ECAC | — | 1 | 0 | 0 | 0 | 0.000 |
| 2021-22 | Union | D1 | ECAC | — | 23 | 3 | 2 | 5 | 0.217 |
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.