| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | Coulee Region Chill | NAHL | 60 | 2 | 19 | 21 | 0.350 | 0.1300 | 0.1378 | 0.3706 | 0.3929 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Quinnipiac | D1 | ECAC | SR | 32 | 0 | 11 | 11 | 0.344 |
| 2015-16 | Quinnipiac | D1 | ECAC | JR | 37 | 3 | 13 | 16 | 0.432 |
| 2014-15 | Quinnipiac | D1 | ECAC | SO | 36 | 0 | 13 | 13 | 0.361 |
| 2013-14 | Quinnipiac | D1 | ECAC | FR | 35 | 2 | 8 | 10 | 0.286 |
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.