| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Muskegon Lumberjacks | USHL | 5 | 0 | 1 | 1 | 0.200 | 0.1229 | 0.1342 | 0.5892 | 0.6432 |
| 2012-13 | Indiana Ice | USHL | 51 | 7 | 8 | 15 | 0.294 | 0.1808 | 0.1878 | 0.8665 | 0.8999 |
| 2013-14 | Indiana Ice | USHL | 57 | 9 | 11 | 20 | 0.351 | 0.2157 | 0.2139 | 1.0338 | 1.0253 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Michigan | D1 | BigTen | — | 0 | 0 | 0 | 0 | 0.000 |
| 2015-16 | Michigan | D1 | BigTen | SO | 2 | 0 | 0 | 0 | 0.000 |
| 2014-15 | Michigan | D1 | BigTen | FR | 6 | 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.