| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2009-10 | — | NOJHL | 28 | 10 | 14 | 24 | 0.857 | 0.1445 | 0.1439 | 0.3561 | 0.3545 |
| 2010-11 | Fargo Force | USHL | 12 | 0 | 1 | 1 | 0.083 | 0.0530 | 0.0483 | 0.2496 | 0.2273 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Finlandia | D3 | — | SR | 18 | 3 | 1 | 4 | 0.222 |
| 2013-14 | Finlandia | D3 | — | JR | 23 | 3 | 1 | 4 | 0.174 |
| 2012-13 | Finlandia | D3 | — | SO | 25 | 8 | 4 | 12 | 0.480 |
| 2011-12 | Finlandia | D3 | — | FR | 14 | 3 | 8 | 11 | 0.786 |
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.