| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | Minnetonka High (W) | USHS-MN-W | 21 | 0 | 1 | 1 | 0.048 | 0.0076 | 0.0076 | — | — |
| 2013-14 | Minnetonka High (W) | USHS-MN-W | 25 | 11 | 9 | 20 | 0.800 | 0.1285 | 0.1285 | — | — |
| 2014-15 | Minnetonka High (W) | USHS-MN-W | 25 | 21 | 8 | 29 | 1.160 | 0.1863 | 0.1863 | — | — |
| 2015-16 | Minnetonka High (W) | USHS-MN-W | 24 | 10 | 13 | 23 | 0.958 | 0.1539 | 0.1539 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Providence | D1 | HEA-W | — | 17 | 5 | 2 | 7 | 0.412 |
| 2019-20 | Providence | D1 | HEA-W | — | 36 | 2 | 8 | 10 | 0.278 |
| 2018-19 | Providence | D1 | HEA-W | — | 34 | 0 | 9 | 9 | 0.265 |
| 2016-17 | North Dakota | D1 | — | — | 25 | 1 | 1 | 2 | 0.080 |
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.