| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | Kiekko-Espoo U20 | SM-Liiga-Jr | 46 | 22 | 26 | 48 | 1.044 | 0.5656 | 0.5458 | 1.5773 | 1.5220 |
| 2014-15 | Sioux City Musketeers | USHL | 53 | 21 | 29 | 50 | 0.943 | 0.5565 | 0.5227 | 2.8309 | 2.6589 |
| 2019-20 | TPS | Liiga | 35 | 9 | 5 | 14 | 0.400 | 1.0000 | 1.0000 | 3.4377 | 3.4377 |
| 2020-21 | TPS | Liiga | 45 | 8 | 8 | 16 | 0.356 | 0.8890 | 0.8890 | 3.0561 | 3.0561 |
| 2021-22 | HPK | Liiga | 57 | 10 | 14 | 24 | 0.421 | 1.0527 | 0.9781 | 3.6191 | 3.3627 |
| 2022-23 | HPK | Liiga | 26 | 3 | 0 | 3 | 0.115 | 0.2885 | 0.2616 | 0.9918 | 0.8995 |
| 2023-24 | HPK | Liiga | 6 | 0 | 1 | 1 | 0.167 | 0.4167 | 0.3647 | 1.4327 | 1.2540 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | North Dakota | D1 | NCHC | SR | 14 | 1 | 2 | 3 | 0.214 |
| 2017-18 | North Dakota | D1 | NCHC | JR | 36 | 6 | 7 | 13 | 0.361 |
| 2016-17 | North Dakota | D1 | NCHC | SO | 36 | 8 | 11 | 19 | 0.528 |
| 2015-16 | North Dakota | D1 | NCHC | FR | 35 | 4 | 5 | 9 | 0.257 |
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.