| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | St. Louis Bandits | NAHL | 53 | 9 | 8 | 17 | 0.321 | 0.1191 | 0.1180 | 0.3397 | 0.3365 |
| 2012-13 | Kalamazoo Jr. K-Wings | NAHL | 56 | 17 | 18 | 35 | 0.625 | 0.2321 | 0.2182 | 0.6617 | 0.6222 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Utica | D3 | UCHC | SR | 21 | 4 | 7 | 11 | 0.524 |
| 2015-16 | Utica | D3 | UCHC | JR | 7 | 1 | 0 | 1 | 0.143 |
| 2014-15 | Utica | D3 | UCHC | SO | 20 | 2 | 5 | 7 | 0.350 |
| 2013-14 | Utica | D3 | UCHC | FR | 17 | 7 | 8 | 15 | 0.882 |
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.