| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Jokerit U20 | SM-Liiga-Jr | 40 | 5 | 9 | 14 | 0.350 | 0.1897 | 0.2158 | 0.5293 | 0.6022 |
| 2019-20 | Sioux City Musketeers | USHL | 43 | 11 | 14 | 25 | 0.581 | 0.3430 | 0.3430 | 1.7462 | 1.7462 |
| 2020-21 | Sioux City Musketeers | USHL | 52 | 9 | 11 | 20 | 0.385 | 0.2269 | 0.2269 | 1.1551 | 1.1551 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | Vermont | D1 | HockeyEast | SR | 35 | 9 | 18 | 27 | 0.771 |
| 2023-24 | Vermont | D1 | HockeyEast | JR | 26 | 4 | 5 | 9 | 0.346 |
| 2022-23 | Vermont | D1 | HockeyEast | SO | 36 | 7 | 7 | 14 | 0.389 |
| 2021-22 | Vermont | D1 | HockeyEast | FR | 32 | 3 | 3 | 6 | 0.188 |
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.