| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | HV71 | SDHL | 10 | 1 | 1 | 2 | 0.200 | 0.2310 | 0.2310 | — | — |
| 2014-15 | AIK | SDHL | 28 | 3 | 9 | 12 | 0.429 | 0.4950 | 0.4950 | — | — |
| 2015-16 | AIK | SDHL | 34 | 8 | 11 | 19 | 0.559 | 0.6454 | 0.6454 | — | — |
| 2016-17 | AIK | SDHL | 34 | 15 | 13 | 28 | 0.824 | 0.9511 | 0.9511 | — | — |
| 2017-18 | AIK | SDHL | 30 | 13 | 8 | 21 | 0.700 | 0.8085 | 0.8085 | — | — |
| 2023-24 | Linköping HC | SDHL | 36 | 18 | 23 | 41 | 1.139 | 1.3154 | 1.1431 | — | — |
| 2024-25 | Linköping HC | SDHL | 31 | 12 | 11 | 23 | 0.742 | 0.8569 | 0.7091 | — | — |
| 2025-26 | Toronto Sceptres | PWHL | 30 | 3 | 0 | 3 | 0.100 | — | — | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Providence | D1 | HEA-W | GR | 37 | 24 | 20 | 44 | 1.189 |
| 2021-22 | Providence | D1 | HEA-W | SR | 21 | 5 | 5 | 10 | 0.476 |
| 2020-21 | Providence | D1 | HEA-W | JR | 21 | 5 | 12 | 17 | 0.809 |
| 2019-20 | Providence | D1 | HEA-W | SO | 36 | 17 | 11 | 28 | 0.778 |
| 2018-19 | Providence | D1 | HEA-W | FR | 35 | 11 | 12 | 23 | 0.657 |
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.