| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Chicago Steel | USHL | 25 | 11 | 11 | 22 | 0.880 | 0.5409 | 0.5844 | 2.5927 | 2.8011 |
| 2012-13 | Chicago Steel | USHL | 64 | 23 | 24 | 47 | 0.734 | 0.4514 | 0.4637 | 2.1637 | 2.2225 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Michigan | D1 | BigTen | SR | 13 | 3 | 3 | 6 | 0.462 |
| 2016-17 | Colorado College | D1 | NCHC | — | 0 | 0 | 0 | 0 | 0.000 |
| 2015-16 | Colorado College | D1 | NCHC | — | 35 | 2 | 3 | 5 | 0.143 |
| 2014-15 | Colorado College | D1 | NCHC | — | 35 | 3 | 3 | 6 | 0.171 |
| 2013-14 | Colorado College | D1 | NCHC | — | 35 | 10 | 7 | 17 | 0.486 |
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.