| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Des Moines Buccaneers | USHL | 36 | 6 | 2 | 8 | 0.222 | 0.1415 | 0.1509 | 0.6659 | 0.7100 |
| 2012-13 | Des Moines Buccaneers | USHL | 45 | 12 | 14 | 26 | 0.578 | 0.3679 | 0.3727 | 1.7315 | 1.7541 |
| 2013-14 | Des Moines Buccaneers | USHL | 60 | 13 | 21 | 34 | 0.567 | 0.3609 | 0.3487 | 1.6982 | 1.6409 |
| 2014-15 | Des Moines Buccaneers | USHL | 59 | 24 | 19 | 43 | 0.729 | 0.4641 | 0.4256 | 2.1840 | 2.0030 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Wisconsin-Stevens Point | D3 | BigTen | SR | 31 | 12 | 25 | 37 | 1.194 |
| 2017-18 | Wisconsin-Stevens Point | D3 | BigTen | JR | 30 | 22 | 26 | 48 | 1.600 |
| 2016-17 | Wisconsin-Stevens Point | D3 | BigTen | SO | 29 | 10 | 18 | 28 | 0.966 |
| 2015-16 | Wisconsin-Stevens Point | D3 | BigTen | FR | 18 | 7 | 8 | 15 | 0.833 |
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.