| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Metro Jets | NA3HL | 42 | 11 | 26 | 37 | 0.881 | 0.1062 | 0.1084 | — | — |
| 2018-19 | Northeast Generals | NAHL | 40 | 6 | 9 | 15 | 0.375 | 0.1392 | 0.1372 | 0.3971 | 0.3914 |
| 2019-20 | Northeast Generals | NAHL | 41 | 2 | 9 | 11 | 0.268 | 0.0996 | 0.0996 | 0.2841 | 0.2841 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | Babson | D3 | LittleEast | — | 26 | 0 | 8 | 8 | 0.308 |
| 2023-24 | Lawrence | D3 | NCHA | SR | 24 | 3 | 9 | 12 | 0.500 |
| 2022-23 | Lawrence | D3 | NCHA | JR | 23 | 3 | 12 | 15 | 0.652 |
| 2021-22 | Lawrence | D3 | NCHA | SO | 24 | 2 | 17 | 19 | 0.792 |
| 2020-21 | Lawrence | D3 | NCHA | FR | 9 | 0 | 8 | 8 | 0.889 |
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.