icepath.io · Hockey Analytics
icepath.io · Hockey Analytics
| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Dodge County High (W) | USHS-MN-W | 19 | 0 | 1 | 1 | 0.053 | 0.0079 | 0.0079 | — | — |
| 2021-22 | Dodge County High (W) | USHS-MN-W | 24 | 10 | 16 | 26 | 1.083 | 0.1636 | 0.1636 | — | — |
| 2022-23 | Dodge County High (W) | USHS-MN-W | 27 | 6 | 20 | 26 | 0.963 | 0.1454 | 0.1439 | — | — |
| 2023-24 | Dodge County High (W) | USHS-MN-W | 28 | 16 | 22 | 38 | 1.357 | 0.2049 | 0.1941 | — | — |
| 2024-25 | Dodge County High (W) | USHS-MN-W | 29 | 3 | 18 | 21 | 0.724 | 0.1093 | 0.0994 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Saint Mary's | D3 | MIAC | FR | 14 | 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.