| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | International Falls High (W) | USHS-MN-W | 21 | 2 | 3 | 5 | 0.238 | 0.0382 | 0.0382 | — | — |
| 2013-14 | International Falls High (W) | USHS-MN-W | 23 | 6 | 12 | 18 | 0.783 | 0.1257 | 0.1257 | — | — |
| 2014-15 | International Falls High (W) | USHS-MN-W | 24 | 25 | 13 | 38 | 1.583 | 0.2543 | 0.2543 | — | — |
| 2015-16 | International Falls High (W) | USHS-MN-W | 24 | 28 | 27 | 55 | 2.292 | 0.3680 | 0.3680 | — | — |
| 2016-17 | International Falls High (W) | USHS-MN-W | 24 | 28 | 31 | 59 | 2.458 | 0.3948 | 0.3948 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Sacred Heart | D1 | NEWHA | JR | 9 | 0 | 0 | 0 | 0.000 |
| 2018-19 | Sacred Heart | D1 | NEWHA | SO | 27 | 8 | 10 | 18 | 0.667 |
| 2017-18 | Sacred Heart | D1 | NEWHA | FR | 27 | 8 | 9 | 17 | 0.630 |
| 2016-17 | Sacred Heart | D1 | NEWHA | — | 31 | 7 | 3 | 10 | 0.323 |
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.