| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Shreveport Mudbugs | NAHL | 4 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2019-20 | Shreveport Mudbugs | NAHL | 49 | 10 | 18 | 28 | 0.571 | 0.2122 | 0.2122 | 0.6050 | 0.6050 |
| 2020-21 | Chippewa Steel | NAHL | 48 | 11 | 11 | 22 | 0.458 | 0.1702 | 0.1702 | 0.4852 | 0.4852 |
| 2021-22 | — | NAHL | 57 | 13 | 28 | 41 | 0.719 | 0.2671 | 0.2560 | 0.7616 | 0.7299 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Skidmore | D3 | SUNYAC | SR | 26 | 4 | 8 | 12 | 0.462 |
| 2024-25 | Skidmore | D3 | SUNYAC | JR | 26 | 7 | 10 | 17 | 0.654 |
| 2023-24 | Skidmore | D3 | SUNYAC | SO | 27 | 7 | 9 | 16 | 0.593 |
| 2022-23 | Skidmore | D3 | SUNYAC | FR | 25 | 6 | 4 | 10 | 0.400 |
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.