| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Vermont Lumberjacks | EHLP | 21 | 12 | 9 | 21 | 1.000 | 0.0782 | 0.0860 | 0.2258 | 0.2483 |
| 2019-20 | Vermont Lumberjacks | EHL | 45 | 18 | 20 | 38 | 0.844 | 0.1812 | 0.1812 | 0.4135 | 0.4135 |
| 2020-21 | Vermont Lumberjacks | EHL | 35 | 20 | 29 | 49 | 1.400 | 0.3004 | 0.3004 | 0.6856 | 0.6856 |
| 2021-22 | Johnstown Tomahawks | NAHL | 45 | 16 | 20 | 36 | 0.800 | 0.2970 | 0.2827 | 0.8470 | 0.8061 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Babson | D3 | LittleEast | SR | 27 | 8 | 16 | 24 | 0.889 |
| 2024-25 | Babson | D3 | LittleEast | JR | 16 | 4 | 2 | 6 | 0.375 |
| 2023-24 | Babson | D3 | LittleEast | SO | 26 | 10 | 5 | 15 | 0.577 |
| 2022-23 | Babson | D3 | LittleEast | FR | 25 | 5 | 6 | 11 | 0.440 |
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.