| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Tappara U20 | SM-Liiga-Jr | 50 | 19 | 19 | 38 | 0.760 | 0.4119 | 0.4256 | 1.1493 | 1.1876 |
| 2016-17 | Sioux City Musketeers | USHL | 38 | 7 | 18 | 25 | 0.658 | 0.3881 | 0.3913 | 1.9759 | 1.9920 |
| 2020-21 | KalPa | Liiga | 58 | 13 | 10 | 23 | 0.397 | 0.9915 | 0.9915 | 3.4092 | 3.4092 |
| 2021-22 | KalPa | Liiga | 58 | 12 | 23 | 35 | 0.603 | 1.5085 | 1.6525 | 5.1869 | 5.6821 |
| 2022-23 | KalPa | Liiga | 56 | 18 | 19 | 37 | 0.661 | 1.6517 | 1.7727 | 5.6794 | 6.0955 |
| 2023-24 | KalPa | Liiga | 42 | 8 | 12 | 20 | 0.476 | 1.1905 | 1.2401 | 4.0935 | 4.2639 |
| 2024-25 | Tappara | Liiga | 59 | 13 | 13 | 26 | 0.441 | 1.1018 | 1.1092 | 3.7883 | 3.8137 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Boston College | D1 | HockeyEast | — | 34 | 11 | 13 | 24 | 0.706 |
| 2018-19 | Boston College | D1 | HockeyEast | — | 33 | 5 | 2 | 7 | 0.212 |
| 2017-18 | Boston College | D1 | HockeyEast | — | 32 | 4 | 12 | 16 | 0.500 |
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.