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Most sites hand everyone the same list. SignalTuned reads what NFL players actually did and recomputes every value for your scoring, your roster, and your format. Then it shows you where the rest of your league is over or underrating a player, so you know who to buy low and who to sell high.

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Math, not consensus

No expert panel to average. The engine reads what players actually did on the field and runs the numbers. The ranking is a calculation, not a committee.

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Negative results, in public

Every hypothesis the engine tests gets written up on The Lab, including the ones that fail. The receipts are public.

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Latest from the Lab

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2026-07-13

James Cook didn't have a career year. He's been having one for four years running.

Twitter wants you to sell James Cook before workhorse-year regression hits, and my own engine's spike detector agrees, docking his 2026 rate 3.2 points a game. Problem is his climb from 5.9 to 16.8 ppg is four straight up years, not one lucky one, and when I replayed the same regression trigger on 154 historical cases, it only earns its keep on real spikes.

2026-07-07

The 'OC usage fingerprint' making the rounds is mostly a roster fingerprint. I tested it.

Coordinator usage cards are circulating again, lead-back rates and target spreads pitched as coach DNA you can draft on. I built concentration fingerprints for all 320 team-seasons from 2015-2024, followed 63 coordinators across team changes, and then tried to use coach history to project 2,505 player usage lines. The DNA mostly is not there. Who concentrates the touches belongs to the roster, not the playbook, with one exception worth knowing about.

2026-07-01

Dynasty Twitter says sell your 27-year-old WR1 before the cliff. The cliff's a mirage.

The sell-your-elite-WR-at-27 crowd says trade value peaks before production does, so get out now. I banked 434 WR Y0-to-Y+1 pairs at equal target share and found the gap between age 24-26 and age 27-29 receivers is inside the noise floor. Hold Jefferson. Hold Lamb. Hold Brown.