| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | New Ulm High (W) | USHS-MN-W | 25 | 25 | 15 | 40 | 1.600 | 0.2570 | 0.2570 | — | — |
| 2012-13 | New Ulm High (W) | USHS-MN-W | 24 | 22 | 15 | 37 | 1.542 | 0.2476 | 0.2476 | — | — |
| 2013-14 | New Ulm High (W) | USHS-MN-W | 23 | 26 | 26 | 52 | 2.261 | 0.3631 | 0.3631 | — | — |
| 2014-15 | New Ulm High (W) | USHS-MN-W | 25 | 45 | 35 | 80 | 3.200 | 0.5139 | 0.5139 | — | — |
| 2015-16 | New Ulm High (W) | USHS-MN-W | 25 | 44 | 24 | 68 | 2.720 | 0.4368 | 0.4368 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Minnesota Duluth | D1 | WCHA-W | — | 36 | 0 | 2 | 2 | 0.056 |
| 2018-19 | Minnesota Duluth | D1 | WCHA-W | — | 29 | 0 | 1 | 1 | 0.035 |
| 2016-17 | Minnesota Duluth | D1 | WCHA-W | FR | 37 | 5 | 5 | 10 | 0.270 |
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.