| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | Minot Minotauros | NAHL | 4 | 0 | 1 | 1 | 0.250 | 0.0919 | 0.0991 | 0.2639 | 0.2846 |
| 2014-15 | Amarillo Wranglers | NAHL | 5 | 1 | 0 | 1 | 0.200 | 0.0735 | 0.0717 | 0.2111 | 0.2060 |
| 2015-16 | Express Hockey Club | EHL | 41 | 12 | 22 | 34 | 0.829 | 0.1916 | 0.1805 | 0.4058 | 0.3823 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Elmira | D3 | UCHC | — | 19 | 2 | 1 | 3 | 0.158 |
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.