| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | Lakeville North High | USHS-MN-W | 25 | 0 | 3 | 3 | 0.120 | 0.0193 | 0.0193 | — | — |
| 2011-12 | Lakeville North High | USHS-MN-W | 25 | 9 | 8 | 17 | 0.680 | 0.1092 | 0.1092 | — | — |
| 2012-13 | Lakeville North High | USHS-MN-W | 25 | 11 | 8 | 19 | 0.760 | 0.1221 | 0.1221 | — | — |
| 2013-14 | Lakeville North High | USHS-MN-W | 22 | 7 | 7 | 14 | 0.636 | 0.1022 | 0.1022 | — | — |
| 2014-15 | Lakeville North High | USHS-MN-W | 25 | 9 | 12 | 21 | 0.840 | 0.1349 | 0.1349 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Vermont | D1 | — | — | 35 | 3 | 8 | 11 | 0.314 |
| 2017-18 | Vermont | D1 | HEA-W | JR | 26 | 4 | 4 | 8 | 0.308 |
| 2016-17 | North Dakota | D1 | — | — | 15 | 1 | 1 | 2 | 0.133 |
| 2015-16 | North Dakota | D1 | — | — | 24 | 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.