| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | Sioux City Musketeers | USHL | 5 | 0 | 1 | 1 | 0.200 | 0.1274 | 0.1381 | 0.5993 | 0.6498 |
| 2011-12 | Sioux City Musketeers | USHL | 13 | 1 | 0 | 1 | 0.077 | 0.0490 | 0.0508 | 0.2304 | 0.2391 |
| 2012-13 | Chicago Steel | USHL | 25 | 1 | 3 | 4 | 0.160 | 0.1019 | 0.1003 | 0.4795 | 0.4720 |
| 2013-14 | Wichita Falls Wildcats | NAHL | 58 | 11 | 26 | 37 | 0.638 | 0.2369 | 0.2305 | 0.6754 | 0.6571 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Michigan | D1 | BigTen | SR | 38 | 2 | 13 | 15 | 0.395 |
| 2016-17 | Michigan | D1 | BigTen | JR | 32 | 6 | 8 | 14 | 0.438 |
| 2015-16 | Michigan | D1 | BigTen | SO | 16 | 1 | 5 | 6 | 0.375 |
| 2014-15 | Michigan | D1 | BigTen | FR | 10 | 0 | 1 | 1 | 0.100 |
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.