| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Blake | USHS-MN | 31 | 23 | 32 | 55 | 1.774 | 0.2186 | 0.2186 | 0.4308 | 0.4308 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | Williams | D3 | NESCAC | SR | 24 | 4 | 4 | 8 | 0.333 |
| 2023-24 | Williams | D3 | NESCAC | JR | 13 | 2 | 0 | 2 | 0.154 |
| 2022-23 | Williams | D3 | NESCAC | SO | 22 | 2 | 1 | 3 | 0.136 |
| 2021-22 | Williams | D3 | NESCAC | FR | 14 | 1 | 2 | 3 | 0.214 |
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.