| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | — | USHL | 10 | 1 | 2 | 3 | 0.300 | 0.1910 | 0.1984 | 0.8990 | 0.9340 |
| 2013-14 | — | USHL | 24 | 4 | 5 | 9 | 0.375 | 0.2388 | 0.2369 | 1.1238 | 1.1150 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Michigan Tech | D1 | WCHA | JR | 42 | 5 | 21 | 26 | 0.619 |
| 2015-16 | Michigan Tech | D1 | WCHA | SO | 37 | 7 | 13 | 20 | 0.540 |
| 2014-15 | Michigan Tech | D1 | WCHA | FR | 36 | 0 | 9 | 9 | 0.250 |
| 2005-06 | Bowdoin | D3 | — | SR | 11 | 1 | 2 | 3 | 0.273 |
| 2004-05 | Bowdoin | D3 | — | JR | 7 | 2 | 3 | 5 | 0.714 |
| 2003-04 | Bowdoin | D3 | — | SO | 22 | 7 | 7 | 14 | 0.636 |
| 2002-03 | Bowdoin | D3 | — | FR | 23 | 7 | 7 | 14 | 0.609 |
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.