| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Minnetonka High | USHS-MN | 25 | 13 | 21 | 34 | 1.360 | 0.3661 | 0.3384 | 0.3303 | 0.3053 |
| 2015-16 | Aberdeen Wings | NAHL | 60 | 12 | 7 | 19 | 0.317 | 0.1176 | 0.1183 | 0.3353 | 0.3373 |
| 2016-17 | Langley Rivermen | BCHL | 54 | 16 | 21 | 37 | 0.685 | 0.2667 | 0.2509 | 0.9992 | 0.9399 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | St. Thomas | D3 | — | JR | 17 | 3 | 2 | 5 | 0.294 |
| 2018-19 | St. Thomas | D3 | — | SO | 12 | 1 | 5 | 6 | 0.500 |
| 2017-18 | RPI | D1 | — | FR | 2 | 0 | 0 | 0 | 0.000 |
| 2017-18 | St. Thomas | D3 | — | FR | 15 | 2 | 7 | 9 | 0.600 |
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.