| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Quad City Jr. Flames | NA3HL | 9 | 0 | 1 | 1 | 0.111 | 0.0134 | 0.0145 | 0.0351 | 0.0380 |
| 2012-13 | Janesville Jets | NAHL | 13 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2013-14 | — | NOJHL | 32 | 4 | 11 | 15 | 0.469 | 0.0790 | 0.0788 | 0.1948 | 0.1942 |
| 2014-15 | — | NA3HL | 40 | 16 | 29 | 45 | 1.125 | 0.1356 | 0.1282 | 0.3554 | 0.3360 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Bethel | D3 | MIAC | SR | 24 | 0 | 4 | 4 | 0.167 |
| 2017-18 | Bethel | D3 | MIAC | JR | 15 | 1 | 1 | 2 | 0.133 |
| 2016-17 | Bethel | D3 | MIAC | SO | 13 | 1 | 3 | 4 | 0.308 |
| 2015-16 | Bethel | D3 | MIAC | FR | 7 | 2 | 0 | 2 | 0.286 |
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.