| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | Sioux City Musketeers | USHL | 1 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2014-15 | Madison Capitols | USHL | 60 | 15 | 16 | 31 | 0.517 | 0.3048 | 0.3175 | 1.5505 | 1.6153 |
| 2015-16 | — | USHL | 61 | 32 | 25 | 57 | 0.934 | 0.5512 | 0.5486 | 2.8039 | 2.7909 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Ohio State | D1 | BigTen | SR | 36 | 1 | 3 | 4 | 0.111 |
| 2018-19 | Ohio State | D1 | BigTen | JR | 25 | 1 | 3 | 4 | 0.160 |
| 2017-18 | Ohio State | D1 | BigTen | SO | 26 | 2 | 5 | 7 | 0.269 |
| 2016-17 | Ohio State | D1 | BigTen | FR | 14 | 1 | 2 | 3 | 0.214 |
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.