| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Kiekko-Espoo U20 | SM-Liiga-Jr | 19 | 2 | 1 | 3 | 0.158 | 0.0855 | 0.0855 | 0.2345 | 0.2345 |
| 2021-22 | Kiekko-Espoo U20 | SM-Liiga-Jr | 41 | 8 | 11 | 19 | 0.463 | 0.2508 | 0.2607 | 0.6882 | 0.7152 |
| 2022-23 | Omaha Lancers | USHL | 58 | 9 | 7 | 16 | 0.276 | 0.1696 | 0.1633 | 0.8129 | 0.7826 |
| 2023-24 | Omaha Lancers | USHL | 45 | 9 | 9 | 18 | 0.400 | 0.2459 | 0.2245 | 1.1785 | 1.0761 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Providence | D1 | HockeyEast | SO | 36 | 8 | 10 | 18 | 0.500 |
| 2024-25 | Providence | D1 | HockeyEast | — | 28 | 3 | 5 | 8 | 0.286 |
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.