| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Eden Prairie High (W) | USHS-MN-W | 25 | 3 | 7 | 10 | 0.400 | 0.0642 | 0.0642 | — | — |
| 2012-13 | Eden Prairie High (W) | USHS-MN-W | 25 | 6 | 7 | 13 | 0.520 | 0.0835 | 0.0835 | — | — |
| 2013-14 | Eden Prairie High (W) | USHS-MN-W | 25 | 13 | 14 | 27 | 1.080 | 0.1734 | 0.1734 | — | — |
| 2014-15 | Eden Prairie High (W) | USHS-MN-W | 25 | 8 | 15 | 23 | 0.920 | 0.1478 | 0.1478 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Ohio State | D1 | WCHA-W | SR | 33 | 2 | 11 | 13 | 0.394 |
| 2017-18 | Ohio State | D1 | WCHA-W | JR | 39 | 5 | 21 | 26 | 0.667 |
| 2016-17 | Ohio State | D1 | WCHA-W | SO | 32 | 6 | 8 | 14 | 0.438 |
| 2015-16 | Ohio State | D1 | WCHA-W | FR | 35 | 3 | 14 | 17 | 0.486 |
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.