| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Northeast Generals | NA3HL | 41 | 14 | 11 | 25 | 0.610 | 0.0674 | 0.0687 | 0.1932 | 0.1970 |
| 2018-19 | Northeast Generals | NA3HL | 47 | 25 | 46 | 71 | 1.511 | 0.1671 | 0.1615 | 0.4786 | 0.4627 |
| 2019-20 | Northeast Generals | NAHL | 39 | 3 | 3 | 6 | 0.154 | 0.0546 | 0.0546 | 0.1615 | 0.1615 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | Trine | D3 | NCHA | SR | 26 | 7 | 7 | 14 | 0.538 |
| 2022-23 | Trine | D3 | NCHA | JR | 26 | 7 | 8 | 15 | 0.577 |
| 2021-22 | Trine | D3 | NCHA | SO | 22 | 17 | 14 | 31 | 1.409 |
| 2020-21 | Trine | D1 | — | FR | 8 | 0 | 1 | 1 | 0.125 |
| 2020-21 | Trine | D3 | NCHA | FR | 8 | 0 | 1 | 1 | 0.125 |
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.