| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Wenatchee Wild | NAHL | 43 | 3 | 4 | 7 | 0.163 | 0.0598 | 0.0642 | 0.1718 | 0.1845 |
| 2015-16 | Surrey Eagles | BCHL | 46 | 10 | 8 | 18 | 0.391 | 0.1508 | 0.1532 | 0.5695 | 0.5784 |
| 2016-17 | Johnstown Tomahawks | NAHL | 57 | 32 | 25 | 57 | 1.000 | 0.3674 | 0.3584 | — | — |
| 2017-18 | Muskegon Lumberjacks | USHL | 6 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Utica | D1 | UCHC | JR | 29 | 11 | 18 | 29 | 1.000 |
| 2019-20 | Utica | D3 | UCHC | JR | 29 | 11 | 18 | 29 | 1.000 |
| 2018-19 | RPI | D1 | ECAC | SO | 24 | 2 | 2 | 4 | 0.167 |
| 2018-19 | Rensselaer | D1 | — | SO | 24 | 2 | 2 | 4 | 0.167 |
| 2017-18 | RPI | D1 | ECAC | FR | 13 | 3 | 1 | 4 | 0.308 |
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.