| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Jokerit U20 | SM-Liiga-Jr | 25 | 0 | 3 | 3 | 0.120 | 0.0650 | 0.0650 | 0.1782 | 0.1782 |
| 2020-21 | Jokerit U20 | SM-Liiga-Jr | 19 | 0 | 6 | 6 | 0.316 | 0.1709 | 0.1709 | 0.4690 | 0.4690 |
| 2021-22 | Jokerit U20 | SM-Liiga-Jr | 32 | 9 | 11 | 20 | 0.625 | 0.3383 | 0.3375 | 0.9283 | 0.9262 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Michigan Tech | D1 | CCHA | SR | 11 | 0 | 0 | 0 | 0.000 |
| 2024-25 | Michigan Tech | D1 | CCHA | JR | 36 | 0 | 4 | 4 | 0.111 |
| 2023-24 | Michigan Tech | D1 | CCHA | SO | 37 | 0 | 2 | 2 | 0.054 |
| 2022-23 | Michigan Tech | D1 | CCHA | FR | 3 | 0 | 0 | 0 | 0.000 |
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.