| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Millbrook | NE-Prep | 29 | 3 | 3 | 6 | 0.207 | 0.0417 | 0.0417 | 0.0947 | 0.0947 |
| 2019-20 | Millbrook | NE-Prep | 32 | 19 | 10 | 29 | 0.906 | 0.1827 | 0.1827 | 0.4148 | 0.4148 |
| 2020-21 | Carolina Jr. Hurricanes | USPHL-Premier | 1 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2021-22 | Seahawks Hockey | EHL | 26 | 9 | 20 | 29 | 1.115 | 0.2394 | 0.2301 | 0.5462 | 0.5249 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Lake Forest | D3 | NCHA | SR | 6 | 0 | 0 | 0 | 0.000 |
| 2024-25 | Lake Forest | D3 | NCHA | JR | 19 | 0 | 1 | 1 | 0.053 |
| 2023-24 | Lake Forest | D3 | NCHA | SO | 10 | 1 | 0 | 1 | 0.100 |
| 2022-23 | Lake Forest | D3 | NCHA | FR | 3 | 1 | 1 | 2 | 0.667 |
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.