| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | U.S. National U17 Team | NTDP-U18 | 52 | 17 | 19 | 36 | 0.692 | 0.5507 | 0.5592 | 2.5928 | 2.6327 |
| 2012-13 | U.S. National U18 Team | NTDP-U18 | 67 | 23 | 25 | 48 | 0.716 | 0.5698 | 0.5488 | 2.6831 | 2.5842 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Michigan | D1 | BigTen | SR | 28 | 6 | 6 | 12 | 0.429 |
| 2015-16 | Michigan | D1 | BigTen | JR | 24 | 2 | 2 | 4 | 0.167 |
| 2014-15 | Michigan | D1 | BigTen | SO | 10 | 1 | 0 | 1 | 0.100 |
| 2013-14 | Michigan | D1 | BigTen | FR | 23 | 3 | 3 | 6 | 0.261 |
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.