Most bettors are losing money on player props because they’re using the wrong inputs.

If you’re looking at a player’s last 10, 15, or 20 games to project a prop, you’re not finding an edge — you’re creating a false one.

In this video, Rob Pizzola breaks down one of the most common and costly mistakes in sports betting: treating hit rates like probabilities. It might look like math. It might feel like an edge. But it’s neither.

Instead, Rob explains why hit rate thinking breaks down, starting with why endpoint selection completely distorts results and why context inside those games matters more than the results themselves. He also explains why alternates don’t fix a bad process and why backward-looking stats fail to project forward outcomes.

From there, he introduces the framework that actually matters: volume, quality, and conversion.

Using real NBA examples, Rob shows how two players with identical box score outputs can have completely different projections once you look under the surface, and why most bettors miss this entirely.

Finally, he connects it back to how real betting markets work today, and why competing with serious groups requires more than basic trend-spotting or hit rate filtering.

This is not about picks or parlays. It’s about understanding the process behind the bets.

If you’re serious about improving how you bet player props, this is the framework you need to understand.

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