| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | Traverse City North Stars | NAHL | 30 | 4 | 6 | 10 | 0.333 | 0.1225 | 0.1266 | — | — |
| 2011-12 | Traverse City North Stars | NAHL | 60 | 7 | 17 | 24 | 0.400 | 0.1470 | 0.1447 | 0.4222 | 0.4157 |
| 2012-13 | Soo Eagles | NAHL | 58 | 15 | 9 | 24 | 0.414 | 0.1520 | 0.1420 | 0.4368 | 0.4081 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | SUNY Oswego | D3 | SUNYAC | SR | 24 | 6 | 5 | 11 | 0.458 |
| 2015-16 | SUNY Oswego | D3 | SUNYAC | JR | 25 | 4 | 3 | 7 | 0.280 |
| 2014-15 | SUNY Oswego | D3 | SUNYAC | SO | 26 | 4 | 6 | 10 | 0.385 |
| 2013-14 | SUNY Oswego | D3 | SUNYAC | FR | 27 | 5 | 4 | 9 | 0.333 |
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.