| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Madison Capitols | USHL | 46 | 2 | 4 | 6 | 0.130 | 0.0830 | 0.0873 | 0.3908 | 0.4109 |
| 2015-16 | Waterloo Black Hawks | USHL | 40 | 3 | 4 | 7 | 0.175 | 0.1114 | 0.1120 | 0.5244 | 0.5271 |
| 2016-17 | Prince George Spruce Kings | BCHL | 49 | 8 | 15 | 23 | 0.469 | 0.1827 | 0.1780 | 0.6845 | 0.6667 |
| 2017-18 | Northern Cyclones | NCDC | 42 | 18 | 20 | 38 | 0.905 | 0.2550 | 0.2403 | 0.7325 | 0.6902 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Endicott | D3 | CNE | SO | 3 | 0 | 0 | 0 | 0.000 |
| 2018-19 | Endicott | D3 | CNE | FR | 19 | 6 | 2 | 8 | 0.421 |
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.