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 | Nanaimo Clippers | BCHL | 7 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2021-22 | Cowichan Valley Capitals | BCHL | 2 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2022-23 | Merritt Centennials | BCHL | 27 | 1 | 2 | 3 | 0.111 | 0.0414 | 0.0436 | 0.1619 | 0.1704 |
| 2023-24 | Merritt Centennials | BCHL | 36 | 3 | 1 | 4 | 0.111 | 0.0414 | 0.0417 | 0.1619 | 0.1630 |
| 2024-25 | Alberni Valley Bulldogs | BCHL | 48 | 1 | 15 | 16 | 0.333 | 0.1242 | 0.1188 | 0.4857 | 0.4646 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Lindenwood | D1 | CCHA | FR | 5 | 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.