| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Clinton High | USHS-W | 13 | 9 | 5 | 14 | 1.077 | 0.3135 | 0.3278 | — | — |
| 2019-20 | Clinton High | USHS-W | 16 | 14 | 11 | 25 | 1.562 | 0.4548 | 0.4548 | — | — |
| 2020-21 | Clinton High | USHS-W | 5 | 6 | 4 | 10 | 2.000 | 0.5822 | 0.5822 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Quinnipiac | D1 | ECAC-W | SR | 37 | 0 | 7 | 7 | 0.189 |
| 2024-25 | Quinnipiac | D1 | ECAC-W | JR | 38 | 0 | 2 | 2 | 0.053 |
| 2023-24 | Quinnipiac | D1 | ECAC-W | SO | 37 | 1 | 6 | 7 | 0.189 |
| 2022-23 | Quinnipiac | D1 | ECAC-W | FR | 36 | 0 | 2 | 2 | 0.056 |
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.