| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Clinton High | USHS-W | 13 | 5 | 6 | 11 | 0.846 | 0.2545 | 0.2545 | — | — |
| 2019-20 | Clinton High | USHS-W | 18 | 7 | 14 | 21 | 1.167 | 0.3508 | 0.3508 | — | — |
| 2020-21 | Clinton High | USHS-W | 4 | 3 | 3 | 6 | 1.500 | 0.4511 | 0.4511 | — | — |
| 2021-22 | Clinton High | USHS-W | 12 | 12 | 16 | 28 | 2.333 | 0.7016 | 0.7016 | — | — |
| 2022-23 | Clinton High | USHS-W | 17 | 19 | 14 | 33 | 1.941 | 0.5837 | 0.5837 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | SUNY Cortland | D3 | SUNYAC | JR | 26 | 3 | 7 | 10 | 0.385 |
| 2024-25 | SUNY Cortland | D3 | — | — | 26 | 11 | 10 | 21 | 0.808 |
| 2023-24 | SUNY Cortland | D3 | — | — | 24 | 5 | 5 | 10 | 0.417 |
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.