| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | — | NAHL | 49 | 11 | 13 | 24 | 0.490 | 0.1941 | 0.1961 | 0.5142 | 0.5196 |
| 2015-16 | — | NAHL | 59 | 18 | 34 | 52 | 0.881 | 0.3492 | 0.3374 | 0.9254 | 0.8941 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Western Michigan | D1 | NCHC | SR | 35 | 12 | 17 | 29 | 0.829 |
| 2018-19 | Western Michigan | D1 | NCHC | JR | 33 | 9 | 14 | 23 | 0.697 |
| 2017-18 | Western Michigan | D1 | NCHC | SO | 36 | 13 | 22 | 35 | 0.972 |
| 2016-17 | Western Michigan | D1 | NCHC | FR | 1 | 0 | 1 | 1 | 1.000 |
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.