There’s a comforting fantasy that the restaurant you love — the one with the great patio and the perfect carbonara — has a spotless inspection record. That the walk-in cooler is a temple of order. That the health inspector shows up, nods approvingly, and leaves without writing anything down.
We’ve scored a lot of restaurants. That fantasy doesn’t survive contact with the data.
Most Restaurants Aren’t Great or Terrible
A meaningful share of restaurants earn clean records. A small percentage are genuinely bad — repeated failures, critical violations, the kind of history that makes you reconsider your lunch plans. But the biggest group is the middle.
On Eat or Beat, these are the YOUR CALL restaurants. They haven’t failed spectacularly. They don’t have pristine records either. Some violations on file. Maybe a failed inspection two years ago that they recovered from. Maybe a string of “pass with conditions” results.
Here’s what lands a restaurant in YOUR CALL territory:
The Recovered Failure. Failed 18 months ago, passed everything since. The failure is still in the scoring window and drags the number down. Is the kitchen different now? Maybe. The data can’t tell you that.
The Chronic Minor Offender. Passes every inspection but racks up 6–10 non-critical violations each time. Labeling issues. A cooler reading 43°F instead of 40°F. Individually fine. Collectively, a pattern.
The Critical Hit. Otherwise clean record, one critical violation — pest evidence or food temperature abuse. One flag is enough to bump a restaurant from EAT to YOUR CALL. The math is doing what it’s supposed to.
The Thin File. Sparse records. Maybe two inspections on file. The scoring model is less confident with limited data, so the score drifts toward the middle.
How to Use It
If a restaurant you like shows up as YOUR CALL, don’t avoid it. Click through. Look at the inspection history. A restaurant that had a rough patch two years ago and has been clean since is very different from one racking up violations every six months.
Look at the types. A few labeling issues and a warm cooler are in a different universe from pest evidence and food temperature abuse on the same visit.
The verdict is the starting point. The inspection record is the whole story.
Every score on Eat or Beat is computed from public health-department records. We don’t visit restaurants. We don’t accept payments from restaurants. We translate what’s already on file.