| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | Granite City Lumberjacks | NA3HL | 45 | 23 | 40 | 63 | 1.400 | 0.1687 | 0.1679 | — | — |
| 2013-14 | Granite City Lumberjacks | NA3HL | 44 | 24 | 47 | 71 | 1.614 | 0.1944 | 0.1859 | 0.5097 | 0.4873 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | St. Olaf | D3 | MIAC | SR | 24 | 11 | 10 | 21 | 0.875 |
| 2016-17 | St. Olaf | D3 | MIAC | JR | 23 | 15 | 13 | 28 | 1.217 |
| 2015-16 | St. Olaf | D3 | MIAC | SO | 25 | 9 | 7 | 16 | 0.640 |
| 2014-15 | St. Olaf | D3 | MIAC | FR | 12 | 2 | 1 | 3 | 0.250 |
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.