| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Central Illinois Flying Aces | USHL | 13 | 2 | 5 | 7 | 0.538 | 0.3429 | 0.3721 | 1.6137 | 1.7510 |
| 2015-16 | Central Illinois Flying Aces | USHL | 21 | 2 | 0 | 2 | 0.095 | 0.0606 | 0.0629 | 0.2853 | 0.2963 |
| 2016-17 | Central Illinois Flying Aces | USHL | 55 | 12 | 16 | 28 | 0.509 | 0.3242 | 0.3202 | 1.5256 | 1.5067 |
| 2017-18 | Sioux Falls Stampede | USHL | 53 | 9 | 12 | 21 | 0.396 | 0.2523 | 0.2366 | 1.1873 | 1.1136 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Michigan | D1 | BigTen | — | 23 | 1 | 2 | 3 | 0.130 |
| 2020-21 | Michigan State | D1 | BigTen | JR | 21 | 2 | 2 | 4 | 0.191 |
| 2019-20 | Michigan State | D1 | BigTen | SO | 22 | 0 | 1 | 1 | 0.045 |
| 2018-19 | Michigan State | D1 | BigTen | FR | 14 | 0 | 0 | 0 | 0.000 |
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.