| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Kalamazoo Jr. K-Wings | NAHL | 59 | 8 | 17 | 25 | 0.424 | 0.1557 | 0.1574 | 0.4472 | 0.4520 |
| 2012-13 | Kalamazoo Jr. K-Wings | NAHL | 58 | 15 | 12 | 27 | 0.466 | 0.1710 | 0.1643 | 0.4913 | 0.4719 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Wisconsin-River Falls | D3 | BigTen | SR | 27 | 2 | 3 | 5 | 0.185 |
| 2015-16 | Wisconsin-River Falls | D3 | BigTen | JR | 25 | 4 | 2 | 6 | 0.240 |
| 2014-15 | Wisconsin-River Falls | D3 | BigTen | SO | 27 | 2 | 4 | 6 | 0.222 |
| 2013-14 | Castleton | D3 | LittleEast | — | 8 | 0 | 0 | 0 | 0.000 |
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.