| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Djurgårdens IF U20 | SHL-J20 | 36 | 1 | 6 | 7 | 0.194 | 0.1074 | 0.1069 | 0.2589 | 0.2576 |
| 2016-17 | Valley Jr. Warriors | EHL | 39 | 3 | 13 | 16 | 0.410 | 0.0601 | 0.0603 | 0.2010 | 0.2016 |
| 2017-18 | Odessa Jackalopes | NAHL | 55 | 5 | 6 | 11 | 0.200 | 0.0711 | 0.0664 | 0.2110 | 0.1970 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Nichols | D3 | CNE | SR | 25 | 1 | 6 | 7 | 0.280 |
| 2020-21 | Nichols | D1 | CNE | JR | 4 | 1 | 2 | 3 | 0.750 |
| 2020-21 | Nichols | D3 | CNE | JR | 4 | 1 | 2 | 3 | 0.750 |
| 2019-20 | Nichols | D1 | CNE | SO | 26 | 2 | 8 | 10 | 0.385 |
| 2019-20 | Nichols | D3 | CNE | SO | 26 | 2 | 8 | 10 | 0.385 |
| 2018-19 | Nichols | D1 | CNE | FR | 26 | 2 | 3 | 5 | 0.192 |
| 2018-19 | Nichols | D3 | CNE | FR | 26 | 2 | 3 | 5 | 0.192 |
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.