| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Ilves | SMLIIGA-W | 1 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2019-20 | Ilves | SMLIIGA-W | 29 | 3 | 4 | 7 | 0.241 | 0.0915 | 0.0915 | — | — |
| 2020-21 | Team Kuortane | SMLIIGA-W | 17 | 1 | 1 | 2 | 0.118 | 0.0446 | 0.0446 | — | — |
| 2021-22 | Team Kuortane | SMLIIGA-W | 26 | 1 | 2 | 3 | 0.115 | 0.0438 | 0.0438 | — | — |
| 2022-23 | Team Kuortane | SMLIIGA-W | 36 | 3 | 4 | 7 | 0.194 | 0.0737 | 0.0737 | — | — |
| 2023-24 | Team Kuortane | SMLIIGA-W | 32 | 1 | 2 | 3 | 0.094 | 0.0356 | 0.0356 | — | — |
| 2024-25 | Team Kuortane | SMLIIGA-W | 32 | 13 | 12 | 25 | 0.781 | 0.2962 | 0.2962 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Merrimack | D1 | HEA-W | — | 35 | 5 | 4 | 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.