| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Omaha Lancers | USHL | 10 | 0 | 1 | 1 | 0.100 | 0.0637 | 0.0677 | 0.2997 | 0.3183 |
| 2012-13 | Omaha Lancers | USHL | 12 | 0 | 2 | 2 | 0.167 | 0.1062 | 0.1071 | 0.4995 | 0.5039 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Minnesota | D1 | BigTen | SR | 38 | 5 | 27 | 32 | 0.842 |
| 2015-16 | Minnesota | D1 | BigTen | JR | 37 | 6 | 12 | 18 | 0.486 |
| 2014-15 | Minnesota | D1 | BigTen | SO | 36 | 3 | 8 | 11 | 0.306 |
| 2013-14 | Minnesota | D1 | BigTen | FR | 28 | 3 | 4 | 7 | 0.250 |
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.