| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Northeast Generals | NA3HL | 2 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2024-25 | — | NAHL | 50 | 16 | 30 | 46 | 0.920 | 0.3380 | 0.3349 | 0.9711 | 0.9621 |
| 2025-26 | — | NAHL | 31 | 5 | 31 | 36 | 1.161 | 0.4267 | 0.4017 | 1.2258 | 1.1541 |
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.