| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Fargo Force | USHL | 32 | 2 | 3 | 5 | 0.156 | 0.0995 | 0.1014 | 0.4681 | 0.4771 |
| 2012-13 | Fargo Force | USHL | 57 | 5 | 5 | 10 | 0.175 | 0.1117 | 0.1079 | 0.5256 | 0.5078 |
| 2013-14 | Fargo Force | USHL | 58 | 2 | 7 | 9 | 0.155 | 0.0988 | 0.0908 | 0.4651 | 0.4276 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Western Michigan | D1 | NCHC | SR | 34 | 3 | 6 | 9 | 0.265 |
| 2016-17 | Western Michigan | D1 | NCHC | JR | 27 | 2 | 1 | 3 | 0.111 |
| 2015-16 | Western Michigan | D1 | NCHC | SO | 36 | 1 | 4 | 5 | 0.139 |
| 2014-15 | Western Michigan | D1 | NCHC | FR | 36 | 2 | 3 | 5 | 0.139 |
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.