| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Tappara U20 | SM-Liiga-Jr | 6 | 0 | 1 | 1 | 0.167 | 0.0904 | 0.0904 | 0.2521 | 0.2521 |
| 2021-22 | Tappara U20 | SM-Liiga-Jr | 41 | 11 | 7 | 18 | 0.439 | 0.2379 | 0.2534 | 0.6639 | 0.7072 |
| 2022-23 | Tappara U20 | SM-Liiga-Jr | 40 | 16 | 13 | 29 | 0.725 | 0.3930 | 0.4016 | 1.0964 | 1.1203 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Michigan | D1 | BigTen | — | 37 | 12 | 9 | 21 | 0.568 |
| 2024-25 | Michigan | D1 | BigTen | SO | 37 | 3 | 8 | 11 | 0.297 |
| 2023-24 | Michigan | D1 | BigTen | FR | 32 | 1 | 9 | 10 | 0.312 |
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.