| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Minnesota Wilderness | NAHL | 57 | 17 | 33 | 50 | 0.877 | 0.3223 | 0.3259 | 0.9259 | 0.9362 |
| 2019-20 | Fargo Force | USHL | 8 | 0 | 1 | 1 | 0.125 | 0.0737 | 0.0737 | 0.3754 | 0.3754 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Bemidji State | D1 | CCHA | JR | 35 | 3 | 1 | 4 | 0.114 |
| 2021-22 | Bemidji State | D1 | CCHA | SO | 21 | 1 | 4 | 5 | 0.238 |
| 2020-21 | Bemidji State | D1 | WCHA | FR | 12 | 1 | 0 | 1 | 0.083 |
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.