| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Tri-City Storm | USHL | 6 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2012-13 | Tri-City Storm | USHL | 59 | 4 | 12 | 16 | 0.271 | 0.1727 | 0.1741 | 0.8127 | 0.8194 |
| 2013-14 | Tri-City Storm | USHL | 23 | 1 | 5 | 6 | 0.261 | 0.1661 | 0.1597 | 0.7818 | 0.7517 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Michigan | D1 | BigTen | SR | 16 | 1 | 1 | 2 | 0.125 |
| 2016-17 | Michigan | D1 | BigTen | JR | 31 | 5 | 0 | 5 | 0.161 |
| 2015-16 | Michigan | D1 | BigTen | SO | 35 | 2 | 11 | 13 | 0.371 |
| 2014-15 | Michigan | D1 | BigTen | FR | 32 | 6 | 9 | 15 | 0.469 |
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.