icepath.io · Hockey Analytics
icepath.io · Hockey Analytics
| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Fergus Falls High (W) | USHS-MN-W | 25 | 0 | 2 | 2 | 0.080 | 0.0121 | 0.0121 | — | — |
| 2020-21 | Fergus Falls High (W) | USHS-MN-W | 20 | 1 | 4 | 5 | 0.250 | 0.0377 | 0.0377 | — | — |
| 2021-22 | Fergus Falls High (W) | USHS-MN-W | 26 | 4 | 4 | 8 | 0.308 | 0.0465 | 0.0465 | — | — |
| 2022-23 | Fergus Falls High (W) | USHS-MN-W | 30 | 6 | 12 | 18 | 0.600 | 0.0906 | 0.0906 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Saint Mary's | D3 | MIAC | JR | 7 | 0 | 0 | 0 | 0.000 |
| 2024-25 | Saint Mary's | D3 | MIAC | SO | 5 | 0 | 0 | 0 | 0.000 |
| 2024-25 | Saint Mary's (MN) | D3 | MIAC | — | 5 | 0 | 0 | 0 | 0.000 |
| 2023-24 | Saint Mary's | D3 | MIAC | FR | 10 | 0 | 4 | 4 | 0.400 |
| 2023-24 | Saint Mary's (MN) | D3 | MIAC | — | 10 | 0 | 4 | 4 | 0.400 |
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.