| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Mahtomedi High | USHS-MN | 23 | 22 | 25 | 47 | 2.043 | 0.2587 | 0.2496 | 1.5017 | 1.5900 |
| 2015-16 | Sioux Falls Stampede | USHL | 58 | 8 | 14 | 22 | 0.379 | 0.2237 | 0.2265 | 1.1392 | 1.1532 |
| 2016-17 | Sioux Falls Stampede | USHL | 49 | 16 | 12 | 28 | 0.571 | 0.3371 | 0.3240 | 1.7161 | 1.6497 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Arizona State | D1 | NCHC | — | 35 | 8 | 16 | 24 | 0.686 |
| 2020-21 | Michigan | D1 | BigTen | SR | 23 | 4 | 5 | 9 | 0.391 |
| 2019-20 | Michigan | D1 | BigTen | JR | 32 | 8 | 4 | 12 | 0.375 |
| 2018-19 | Michigan | D1 | BigTen | SO | 36 | 6 | 9 | 15 | 0.417 |
| 2017-18 | Michigan | D1 | BigTen | FR | 33 | 8 | 7 | 15 | 0.455 |
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.