| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Fairbanks Ice Dogs | NAHL | 53 | 9 | 16 | 25 | 0.472 | 0.1751 | 0.1826 | 0.4994 | 0.5208 |
| 2012-13 | Fairbanks Ice Dogs | NAHL | 59 | 28 | 27 | 55 | 0.932 | 0.3461 | 0.3435 | 0.9870 | 0.9797 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Wisconsin-Eau Claire | D3 | BigTen | SR | 22 | 14 | 9 | 23 | 1.046 |
| 2015-16 | Wisconsin-Eau Claire | D3 | BigTen | JR | 27 | 10 | 18 | 28 | 1.037 |
| 2014-15 | Lake Superior State | D1 | WCHA | SO | 31 | 3 | 4 | 7 | 0.226 |
| 2013-14 | Lake Superior State | D1 | WCHA | FR | 35 | 3 | 12 | 15 | 0.429 |
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.