| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2009-10 | — | USHL | 54 | 15 | 14 | 29 | 0.537 | 0.3420 | 0.3748 | 1.6092 | 1.7636 |
| 2010-11 | — | USHL | 52 | 12 | 16 | 28 | 0.538 | 0.3429 | 0.3585 | 1.6137 | 1.6870 |
| 2011-12 | — | USHL | 32 | 11 | 21 | 32 | 1.000 | 0.6368 | 0.6360 | 2.9967 | 2.9930 |
| 2012-13 | — | USHL | 50 | 26 | 19 | 45 | 0.900 | 0.5731 | 0.5419 | 2.6970 | 2.5502 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Northern Michigan | D1 | WCHA | SR | 33 | 20 | 10 | 30 | 0.909 |
| 2015-16 | Northern Michigan | D1 | WCHA | JR | 34 | 15 | 15 | 30 | 0.882 |
| 2014-15 | Northern Michigan | D1 | WCHA | SO | 26 | 7 | 13 | 20 | 0.769 |
| 2013-14 | Northern Michigan | D1 | WCHA | FR | 38 | 6 | 11 | 17 | 0.447 |
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.