| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Redwood Valley | USHS-MN | 23 | 16 | 11 | 27 | 1.174 | 0.3160 | 0.3347 | 0.2851 | 0.3020 |
| 2017-18 | Granite City Lumberjacks | NA3HL | 42 | 13 | 10 | 23 | 0.548 | 0.1259 | 0.1294 | 0.1735 | 0.1783 |
| 2018-19 | Granite City Lumberjacks | NA3HL | 46 | 24 | 27 | 51 | 1.109 | 0.2550 | 0.2485 | 0.3512 | 0.3423 |
| 2019-20 | Granite City Lumberjacks | NA3HL | 39 | 23 | 22 | 45 | 1.154 | 0.2654 | 0.2654 | 0.3655 | 0.3655 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | Hamline | D3 | MIAC | SR | 25 | 7 | 9 | 16 | 0.640 |
| 2022-23 | Hamline | D3 | MIAC | JR | 24 | 6 | 10 | 16 | 0.667 |
| 2021-22 | Hamline | D3 | MIAC | SO | 22 | 4 | 6 | 10 | 0.455 |
| 2020-21 | Hamline | D1 | — | FR | 5 | 0 | 0 | 0 | 0.000 |
| 2020-21 | Hamline | D3 | MIAC | FR | 5 | 0 | 0 | 0 | 0.000 |
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.