| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Rochester Grizzlies | NA3HL | 36 | 12 | 11 | 23 | 0.639 | 0.0770 | 0.0770 | 0.2018 | 0.2018 |
| 2021-22 | Rochester Grizzlies | NA3HL | 43 | 19 | 29 | 48 | 1.116 | 0.1345 | 0.1266 | 0.3529 | 0.3381 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Bowdoin | D3 | NESCAC | SR | 24 | 5 | 10 | 15 | 0.625 |
| 2024-25 | Bowdoin | D3 | NESCAC | JR | 15 | 1 | 2 | 3 | 0.200 |
| 2023-24 | Bowdoin | D3 | NESCAC | SO | 13 | 2 | 3 | 5 | 0.385 |
| 2022-23 | Bowdoin | D3 | NESCAC | FR | 1 | 0 | 0 | 0 | 0.000 |
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.