| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | — | SM-Liiga-Jr | 23 | 7 | 13 | 20 | 0.870 | 0.4707 | 0.4707 | 1.2915 | 1.2915 |
| 2020-21 | — | SM-Liiga-Jr | 17 | 10 | 16 | 26 | 1.529 | 0.8279 | 0.8279 | 2.2715 | 2.2715 |
| 2021-22 | — | SM-Liiga-Jr | 44 | 19 | 29 | 48 | 1.091 | 0.5905 | 0.6044 | 1.6202 | 1.6584 |
| 2022-23 | — | SM-Liiga-Jr | 1 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Denver | D1 | NCHC | SR | 43 | 11 | 18 | 29 | 0.674 |
| 2024-25 | Denver | D1 | NCHC | — | 44 | 10 | 18 | 28 | 0.636 |
| 2023-24 | UConn | D1 | HockeyEast | — | 35 | 7 | 10 | 17 | 0.486 |
| 2022-23 | UConn | D1 | HockeyEast | — | 27 | 9 | 8 | 17 | 0.630 |
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.