| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Vermont Lumberjacks | EHLP | 16 | 5 | 16 | 21 | 1.312 | 0.0853 | 0.0959 | 0.2956 | 0.3322 |
| 2020-21 | Vermont Lumberjacks | EHL | 34 | 8 | 23 | 31 | 0.912 | 0.1334 | 0.1334 | 0.4471 | 0.4471 |
| 2021-22 | Vermont Lumberjacks | EHL | 45 | 17 | 24 | 41 | 0.911 | 0.1333 | 0.1329 | 0.4467 | 0.4452 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Buffalo State | D3 | SUNYAC | JR | 16 | 0 | 1 | 1 | 0.062 |
| 2023-24 | Buffalo State | D3 | SUNYAC | — | 25 | 4 | 12 | 16 | 0.640 |
| 2022-23 | Buffalo State | D3 | SUNYAC | — | 22 | 4 | 9 | 13 | 0.591 |
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.