| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Johnstown Tomahawks | NAHL | 7 | 0 | 2 | 2 | 0.286 | 0.1132 | 0.1251 | 0.3000 | 0.3315 |
| 2018-19 | Surrey Eagles | BCHL | 6 | 0 | 1 | 1 | 0.167 | 0.0621 | 0.0647 | 0.2429 | 0.2530 |
| 2019-20 | New Mexico Ice Wolves | NAHL | 52 | 2 | 7 | 9 | 0.173 | 0.0686 | 0.0686 | 0.1817 | 0.1817 |
| 2020-21 | New Mexico Ice Wolves | NAHL | 55 | 2 | 4 | 6 | 0.109 | 0.0432 | 0.0432 | 0.1145 | 0.1145 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | Buffalo State | D3 | SUNYAC | SR | 24 | 0 | 6 | 6 | 0.250 |
| 2023-24 | Buffalo State | D3 | SUNYAC | JR | 24 | 2 | 10 | 12 | 0.500 |
| 2022-23 | Buffalo State | D3 | SUNYAC | SO | 24 | 6 | 8 | 14 | 0.583 |
| 2021-22 | Buffalo State | D3 | SUNYAC | FR | 23 | 0 | 5 | 5 | 0.217 |
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.