| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2009-10 | Fairbanks Ice Dogs | NAHL | 14 | 0 | 2 | 2 | 0.143 | 0.0531 | 0.0599 | 0.1513 | 0.1707 |
| 2010-11 | Fairbanks Ice Dogs | NAHL | 53 | 18 | 30 | 48 | 0.906 | 0.3363 | 0.3623 | 0.9590 | 1.0332 |
| 2011-12 | Fairbanks Ice Dogs | NAHL | 55 | 15 | 31 | 46 | 0.836 | 0.3106 | 0.3193 | 0.8856 | 0.9104 |
| 2012-13 | Tri-City Storm | USHL | 13 | 0 | 4 | 4 | 0.308 | 0.1959 | 0.1840 | 0.9221 | 0.8659 |
| 2013-14 | Fairbanks Ice Dogs | NAHL | 56 | 24 | 34 | 58 | 1.036 | 0.3846 | 0.3568 | 1.0966 | 1.0173 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Alaska | D1 | WCHA | SR | 32 | 8 | 6 | 14 | 0.438 |
| 2016-17 | Alaska | D1 | WCHA | JR | 28 | 4 | 8 | 12 | 0.429 |
| 2015-16 | Alaska | D1 | WCHA | SO | 35 | 7 | 5 | 12 | 0.343 |
| 2014-15 | Alaska | D1 | WCHA | FR | 31 | 7 | 4 | 11 | 0.355 |
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.