| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | Kemptville 73's | CCHL | 20 | 1 | 2 | 3 | 0.150 | 0.0428 | 0.0412 | 0.1161 | 0.1117 |
| 2013-14 | Northern Cyclones | EHL | 44 | 35 | 41 | 76 | 1.727 | 0.3707 | 0.3479 | 0.8459 | 0.7940 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Utica | D3 | UCHC | SR | 27 | 8 | 19 | 27 | 1.000 |
| 2016-17 | Utica | D3 | UCHC | JR | 27 | 10 | 15 | 25 | 0.926 |
| 2015-16 | Utica | D3 | UCHC | SO | 28 | 4 | 12 | 16 | 0.571 |
| 2014-15 | Utica | D3 | UCHC | FR | 26 | 5 | 9 | 14 | 0.538 |
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.