| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | HIFK U20 | SM-Liiga-Jr | 30 | 15 | 21 | 36 | 1.200 | 0.6392 | 0.6836 | 1.6963 | 1.8141 |
| 2011-12 | Jokerit U20 | SM-Liiga-Jr | 41 | 21 | 24 | 45 | 1.098 | 0.5847 | 0.5724 | 1.5516 | 1.5190 |
| 2012-13 | Wichita Falls Wildcats | NAHL | 48 | 13 | 14 | 27 | 0.562 | 0.2089 | 0.2054 | 0.5956 | 0.5857 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Northern Michigan | D1 | WCHA | SR | 23 | 1 | 5 | 6 | 0.261 |
| 2015-16 | Northern Michigan | D1 | WCHA | JR | 14 | 0 | 2 | 2 | 0.143 |
| 2014-15 | Northern Michigan | D1 | WCHA | SO | 29 | 6 | 6 | 12 | 0.414 |
| 2013-14 | Northern Michigan | D1 | WCHA | FR | 29 | 2 | 8 | 10 | 0.345 |
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.