icepath.io · Hockey Analytics
icepath.io · Hockey Analytics
Colorado Avalanche
| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | — | VHL | 8 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2020-21 | — | USHL | 36 | 15 | 17 | 32 | 0.889 | 0.5464 | 0.5464 | 2.6189 | 2.6189 |
| 2024-25 | — | KHL | 3 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | Vermont | D1 | HockeyEast | — | 25 | 3 | 8 | 11 | 0.440 |
| 2022-23 | Vermont | D1 | HockeyEast | — | 34 | 5 | 13 | 18 | 0.529 |
| 2021-22 | Vermont | D1 | HockeyEast | — | 3 | 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.