| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2009-10 | Tri-City Storm | USHL | 39 | 2 | 3 | 5 | 0.128 | 0.0816 | 0.0852 | 0.3842 | 0.4010 |
| 2010-11 | — | USHL | 56 | 3 | 6 | 9 | 0.161 | 0.1023 | 0.1016 | 0.4816 | 0.4784 |
| 2011-12 | Sioux Falls Stampede | USHL | 31 | 1 | 8 | 9 | 0.290 | 0.1849 | 0.1750 | 0.8699 | 0.8235 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Bethel | D3 | MIAC | SR | 24 | 4 | 10 | 14 | 0.583 |
| 2014-15 | Bethel | D3 | MIAC | JR | 25 | 10 | 14 | 24 | 0.960 |
| 2013-14 | Bethel | D3 | MIAC | SO | 21 | 6 | 6 | 12 | 0.571 |
| 2012-13 | Bethel | D3 | MIAC | FR | 25 | 15 | 11 | 26 | 1.040 |
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.