| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Janesville Jets | NAHL | 52 | 11 | 17 | 28 | 0.538 | 0.2134 | 0.2259 | 0.5654 | 0.5985 |
| 2017-18 | Janesville Jets | NAHL | 56 | 32 | 41 | 73 | 1.304 | 0.5165 | 0.5213 | 1.3686 | 1.3812 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Northeastern | D1 | HockeyEast | — | 35 | 8 | 4 | 12 | 0.343 |
| 2021-22 | Northeastern | D1 | HockeyEast | — | 39 | 8 | 9 | 17 | 0.436 |
| 2020-21 | Bentley | D1 | AHA | JR | 15 | 7 | 10 | 17 | 1.133 |
| 2019-20 | Bentley | D1 | AHA | SO | 35 | 16 | 14 | 30 | 0.857 |
| 2018-19 | Bentley | D1 | AHA | FR | 37 | 7 | 8 | 15 | 0.405 |
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.