| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Utica Jr. Comets | NCDC | 1 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2018-19 | Odessa Jackalopes | NAHL | 30 | 3 | 2 | 5 | 0.167 | 0.0592 | 0.0577 | 0.1750 | 0.1706 |
| 2019-20 | Connecticut Jr. Rangers | NCDC | 50 | 17 | 33 | 50 | 1.000 | 0.2311 | 0.2311 | 0.8086 | 0.8086 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | Skidmore | D3 | SUNYAC | SR | 28 | 8 | 17 | 25 | 0.893 |
| 2022-23 | Skidmore | D3 | SUNYAC | JR | 27 | 7 | 21 | 28 | 1.037 |
| 2021-22 | Skidmore | D3 | SUNYAC | SO | 28 | 10 | 13 | 23 | 0.821 |
| 2020-21 | Skidmore | D3 | SUNYAC | FR | 0 | 0 | 0 | 0 | 0.000 |
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.