| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Delta Hockey Academy U17 Prep | CSSHL-U18W | 27 | 9 | 14 | 23 | 0.852 | 0.1952 | 0.1952 | — | — |
| 2022-23 | Delta Hockey Acad. U18 Prep G | CSSHL-U18W | 30 | 8 | 17 | 25 | 0.833 | 0.1909 | 0.1909 | — | — |
| 2023-24 | Delta Hockey Acad. U18 Prep G | CSSHL-U18W | 29 | 6 | 24 | 30 | 1.034 | 0.2370 | 0.2370 | — | — |
| 2024-25 | Delta Hockey Acad. U18 Prep G | CSSHL-U18W | 30 | 13 | 12 | 25 | 0.833 | 0.1909 | 0.1909 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Cornell | D1 | ECAC-W | — | 33 | 0 | 2 | 2 | 0.061 |
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.