| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Vermont Academy | NE-Prep | 27 | 1 | 0 | 1 | 0.037 | 0.0073 | 0.0073 | 0.0169 | 0.0169 |
| 2021-22 | Vermont Academy | NE-Prep | 26 | 0 | 3 | 3 | 0.115 | 0.0229 | 0.0229 | 0.0526 | 0.0526 |
| 2022-23 | Connecticut Nor'Easter | EHL | 7 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2023-24 | Bridgewater Jr. Bandits | EHL | 46 | 2 | 2 | 4 | 0.087 | 0.0201 | 0.0196 | 0.0426 | 0.0414 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | University of Kentucky | ACHA_D1 | — | — | 2 | 0 | 0 | 0 | 0.000 |
| 2024-25 | University of Kentucky | ACHA_D1 | — | — | 2 | 0 | 0 | 0 | 0.000 |
| 2023-24 | University of Kentucky | ACHA_D1 | — | — | 2 | 0 | 0 | 0 | 0.000 |
| 2022-23 | University of Kentucky | ACHA_D1 | — | — | 2 | 0 | 0 | 0 | 0.000 |
| 2021-22 | University of Kentucky | ACHA_D1 | — | — | 2 | 0 | 0 | 0 | 0.000 |
| 2020-21 | University of Kentucky | ACHA_D1 | — | — | 2 | 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.