| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Atlanta Capitals | NA3HL | 46 | 7 | 13 | 20 | 0.435 | 0.1000 | 0.1103 | 0.1377 | 0.1519 |
| 2022-23 | Atlanta Capitals | NA3HL | 46 | 15 | 9 | 24 | 0.522 | 0.1200 | 0.1269 | 0.1653 | 0.1748 |
| 2023-24 | Boston Jr. Rangers | EHL | 3 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2024-25 | Boston Jr. Rangers | NCDC | 29 | 2 | 6 | 8 | 0.276 | 0.1538 | 0.1496 | 0.2231 | 0.2171 |
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.