| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Berkshire School | NE-Prep | 26 | 3 | 3 | 6 | 0.231 | 0.0445 | 0.0445 | 0.1056 | 0.1056 |
| 2019-20 | Berkshire School | NE-Prep | 30 | 2 | 9 | 11 | 0.367 | 0.0707 | 0.0707 | 0.1678 | 0.1678 |
| 2020-21 | Valley Jr. Warriors | EHL | 2 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2021-22 | Springfield Jr. Blues | NAHL | 46 | 8 | 8 | 16 | 0.348 | 0.1235 | 0.1225 | 0.3652 | 0.3623 |
| 2022-23 | Springfield Jr. Blues | NAHL | 51 | 9 | 9 | 18 | 0.353 | 0.1254 | 0.1182 | 0.3705 | 0.3494 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Lake Forest | D3 | NCHA | GR | 22 | 0 | 2 | 2 | 0.091 |
| 2024-25 | Lake Forest | D3 | NCHA | SR | 19 | 1 | 1 | 2 | 0.105 |
| 2023-24 | Lake Forest | D3 | NCHA | JR | 18 | 3 | 0 | 3 | 0.167 |
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.