| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Dubuque Fighting Saints | USHL | 6 | 1 | 0 | 1 | 0.167 | 0.1062 | 0.1152 | 0.4995 | 0.5418 |
| 2012-13 | Janesville Jets | NAHL | 53 | 8 | 24 | 32 | 0.604 | 0.2242 | 0.2399 | 2.9967 | 3.0907 |
| 2013-14 | Chilliwack Chiefs | BCHL | 58 | 12 | 38 | 50 | 0.862 | 0.3355 | 0.3386 | 1.2572 | 1.2689 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Northern Michigan | D1 | WCHA | SR | 42 | 6 | 18 | 24 | 0.571 |
| 2016-17 | Northern Michigan | D1 | WCHA | JR | 36 | 6 | 14 | 20 | 0.556 |
| 2015-16 | Northern Michigan | D1 | WCHA | SO | 38 | 4 | 7 | 11 | 0.289 |
| 2014-15 | Northern Michigan | D1 | WCHA | FR | 34 | 1 | 8 | 9 | 0.265 |
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.