| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Proctor/Hermantown High (W) | USHS-MN-W | 24 | 2 | 2 | 4 | 0.167 | 0.0252 | 0.0252 | — | — |
| 2012-13 | Proctor/Hermantown High (W) | USHS-MN-W | 23 | 20 | 16 | 36 | 1.565 | 0.2363 | 0.2363 | — | — |
| 2013-14 | Proctor/Hermantown High (W) | USHS-MN-W | 24 | 29 | 21 | 50 | 2.083 | 0.3146 | 0.3146 | — | — |
| 2014-15 | Proctor/Hermantown High (W) | USHS-MN-W | 25 | 29 | 23 | 52 | 2.080 | 0.3141 | 0.3141 | — | — |
| 2015-16 | Proctor/Hermantown High (W) | USHS-MN-W | 25 | 24 | 16 | 40 | 1.600 | 0.2416 | 0.2416 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Norwich | D3 | — | SR | 29 | 19 | 25 | 44 | 1.517 |
| 2018-19 | Norwich | D3 | — | JR | 29 | 13 | 17 | 30 | 1.034 |
| 2017-18 | Norwich | D3 | — | SO | 30 | 16 | 29 | 45 | 1.500 |
| 2016-17 | Norwich | D3 | — | FR | 28 | 11 | 13 | 24 | 0.857 |
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.