| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Canterbury | NE-Prep | 27 | 2 | 5 | 7 | 0.259 | 0.0500 | 0.0500 | 0.1187 | 0.1187 |
| 2021-22 | Seacoast Spartans | EHL | 45 | 15 | 17 | 32 | 0.711 | 0.1040 | 0.1086 | 0.3487 | 0.3641 |
| 2022-23 | Seacoast Spartans | EHL | 42 | 20 | 22 | 42 | 1.000 | 0.1463 | 0.1451 | 0.4903 | 0.4864 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Elmira | D3 | UCHC | GR | 13 | 0 | 1 | 1 | 0.077 |
| 2024-25 | Elmira | D3 | UCHC | SR | 13 | 0 | 2 | 2 | 0.154 |
| 2023-24 | Elmira | D3 | UCHC | JR | 8 | 0 | 2 | 2 | 0.250 |
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.