| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Indiana Ice | USHL | 45 | 9 | 10 | 19 | 0.422 | 0.2689 | 0.2822 | 1.2652 | 1.3279 |
| 2012-13 | — | USHL | 65 | 20 | 25 | 45 | 0.692 | 0.4409 | 0.4393 | 2.0746 | 2.0670 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | St. Lawrence | D1 | ECAC | SR | 34 | 6 | 6 | 12 | 0.353 |
| 2015-16 | St. Lawrence | D1 | ECAC | JR | 37 | 9 | 19 | 28 | 0.757 |
| 2014-15 | St. Lawrence | D1 | ECAC | SO | 22 | 1 | 12 | 13 | 0.591 |
| 2013-14 | St. Lawrence | D1 | ECAC | FR | 25 | 5 | 6 | 11 | 0.440 |
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.