| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | Tappara U20 | SM-Liiga-Jr | 38 | 9 | 15 | 24 | 0.632 | 0.3423 | 0.3692 | 0.9552 | 1.0303 |
| 2025-26 | Dubuque Fighting Saints | USHL | 58 | 15 | 29 | 44 | 0.759 | 0.4475 | 0.4471 | 2.2784 | 2.2763 |
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.