| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Utica Jr. Comets | NCDC | 3 | 0 | 1 | 1 | 0.333 | 0.0770 | 0.0879 | 0.2686 | 0.3067 |
| 2020-21 | Utica Jr. Comets | NCDC | 5 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2021-22 | Minnesota Wilderness | NAHL | 54 | 17 | 44 | 61 | 1.130 | 0.4013 | 0.4012 | 1.1915 | 1.1911 |
| 2022-23 | Muskegon Lumberjacks | USHL | 62 | 13 | 22 | 35 | 0.565 | 0.3330 | 0.3020 | 1.6900 | 1.5327 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Colgate | D1 | ECAC | GR | 13 | 0 | 2 | 2 | 0.154 |
| 2024-25 | Colgate | D1 | ECAC | SR | 33 | 5 | 10 | 15 | 0.455 |
| 2023-24 | Colgate | D1 | ECAC | JR | 31 | 2 | 2 | 4 | 0.129 |
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.