| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Milwaukee Jr. Admirals 16U | 16U-AAA-W | 20 | 1 | 3 | 4 | 0.200 | 0.0897 | 0.0897 | — | — |
| 2022-23 | Milwaukee Jr. Admirals 16U | 16U-AAA-W | 52 | 10 | 15 | 25 | 0.481 | 0.2156 | 0.2156 | — | — |
| 2023-24 | Milwaukee Jr. Admirals 19U | 19U-AAA-W | 56 | 9 | 10 | 19 | 0.339 | 0.1155 | 0.1155 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | St. Michael's College | D1 | NEWHA | — | 34 | 2 | 5 | 7 | 0.206 |
| 2025-26 | St. Michael's College | D3 | — | SO | 34 | 2 | 5 | 7 | 0.206 |
| 2024-25 | St. Michael's College | D1 | NEWHA | — | 34 | 1 | 1 | 2 | 0.059 |
| 2024-25 | St. Michael's College | D3 | — | FR | 30 | 1 | 0 | 1 | 0.033 |
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.