| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Aberdeen Wings | NAHL | 7 | 1 | 3 | 4 | 0.571 | 0.2099 | 0.2182 | 0.6031 | 0.6268 |
| 2015-16 | Sioux Falls Stampede | USHL | 58 | 11 | 11 | 22 | 0.379 | 0.2237 | 0.2149 | 1.1392 | 1.0946 |
| 2016-17 | Sioux Falls Stampede | USHL | 60 | 22 | 20 | 42 | 0.700 | 0.4129 | 0.3757 | 2.1024 | 1.9128 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Western Michigan | D1 | NCHC | GR | 38 | 8 | 20 | 28 | 0.737 |
| 2020-21 | Western Michigan | D1 | NCHC | SR | 25 | 7 | 12 | 19 | 0.760 |
| 2019-20 | Western Michigan | D1 | NCHC | JR | 32 | 5 | 11 | 16 | 0.500 |
| 2018-19 | Western Michigan | D1 | NCHC | SO | 36 | 16 | 18 | 34 | 0.944 |
| 2017-18 | Western Michigan | D1 | NCHC | FR | 35 | 8 | 3 | 11 | 0.314 |
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.