| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | Janesville Jets | NAHL | 52 | 7 | 8 | 15 | 0.288 | 0.1071 | 0.1106 | 0.3055 | 0.3154 |
| 2011-12 | Janesville Jets | NAHL | 59 | 6 | 19 | 25 | 0.424 | 0.1573 | 0.1546 | 0.4486 | 0.4410 |
| 2012-13 | Trenton Golden Hawks | OJHL | 51 | 9 | 19 | 28 | 0.549 | 0.1534 | 0.1396 | 0.3789 | 0.3447 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Hamilton | D3 | NESCAC | SR | 25 | 6 | 5 | 11 | 0.440 |
| 2015-16 | Hamilton | D3 | NESCAC | JR | 22 | 2 | 6 | 8 | 0.364 |
| 2014-15 | Hamilton | D3 | NESCAC | SO | 25 | 4 | 3 | 7 | 0.280 |
| 2013-14 | Hamilton | D3 | NESCAC | FR | 22 | 4 | 9 | 13 | 0.591 |
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.