The Algorithm That Predicted a Bust Before the Tape Did

Jun 26, 2026 · 9m 22s
The Algorithm That Predicted a Bust Before the Tape Did
Description

In 2019, an NFL front office's proprietary algorithm flagged a highly-touted prospect as a high-risk pick despite elite combine numbers and strong film grades — a prediction that proved accurate...

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In 2019, an NFL front office's proprietary algorithm flagged a highly-touted prospect as a high-risk pick despite elite combine numbers and strong film grades — a prediction that proved accurate when the player's career stalled. This episode examines how advanced statistical models can identify red flags that traditional scouting misses, using variables like decision-making consistency, pressure performance, and injury history. We'll reconstruct the specific model, the variables it weighted, and why it diverged so sharply from consensus evaluation. The hosts explore the psychological and organizational barriers to trusting an algorithm over tape and reputation, and what happens when front offices ignore their own math. A story about the growing gap between what spreadsheets can predict and what scouts are willing to believe — and why that gap is closing, slowly and painfully.
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Author Podyzer
Organization Podyzer
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