| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | Mankato East High (W) | USHS-MN-W | 24 | 19 | 25 | 44 | 1.833 | 0.2944 | 0.2944 | — | — |
| 2011-12 | Mankato East High (W) | USHS-MN-W | 22 | 22 | 17 | 39 | 1.773 | 0.2847 | 0.2847 | — | — |
| 2012-13 | Mankato East High (W) | USHS-MN-W | 23 | 27 | 21 | 48 | 2.087 | 0.3352 | 0.3352 | — | — |
| 2013-14 | Mankato East High (W) | USHS-MN-W | 25 | 34 | 24 | 58 | 2.320 | 0.3726 | 0.3726 | — | — |
| 2014-15 | Mankato East High (W) | USHS-MN-W | 25 | 37 | 13 | 50 | 2.000 | 0.3212 | 0.3212 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Minnesota | D1 | WCHA-W | — | 35 | 10 | 7 | 17 | 0.486 |
| 2017-18 | Minnesota | D1 | WCHA-W | — | 31 | 3 | 4 | 7 | 0.226 |
| 2017-18 | Minnesota State | D1 | WCHA-W | JR | 31 | 3 | 4 | 7 | 0.226 |
| 2016-17 | North Dakota | D1 | — | — | 38 | 6 | 5 | 11 | 0.289 |
| 2015-16 | North Dakota | D1 | — | — | 35 | 0 | 2 | 2 | 0.057 |
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.