| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Waterloo Black Hawks | USHL | 60 | 27 | 42 | 69 | 1.150 | 0.7323 | 0.8071 | 3.4462 | 3.7981 |
| 2012-13 | Waterloo Black Hawks | USHL | 59 | 38 | 55 | 93 | 1.576 | 1.0038 | 1.0529 | 4.7237 | 4.9547 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Minnesota | D1 | BigTen | SR | 34 | 5 | 15 | 20 | 0.588 |
| 2015-16 | Minnesota | D1 | BigTen | JR | 37 | 7 | 12 | 19 | 0.513 |
| 2014-15 | Minnesota | D1 | BigTen | SO | 39 | 3 | 24 | 27 | 0.692 |
| 2013-14 | Minnesota | D1 | BigTen | FR | 39 | 10 | 17 | 27 | 0.692 |
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.