"Best meal of my life." "Absolutely disgusting, never going back." Same restaurant, same month. This is genuinely confusing, and averaging the two into 3.5 stars throws away the information you need.
Contradictory reviews usually have a specific cause. There are four common ones, and each leads to a different decision.
The most common explanation, and the easiest to check. Restaurants change owners, chefs leave, kitchens get rebuilt.
Sort by newest and look for a date where the tone flips. If everything before March is glowing and everything after is angry, you're not looking at a divisive restaurant — you're looking at two different restaurants sharing a name.
What to do: trust only reviews from after the break. Ignore the average entirely.
Some places are great when the right person is cooking and poor when they're not. The good and bad reviews are both accurate, describing different nights.
You'll spot this because the complaints and the praise are about the same things. Some people say the service was warm and attentive, others say they were ignored for twenty minutes. Same dish called perfect and undercooked.
What to do: treat it as a gamble and weight it by stakes. Fine for a casual weekday. Bad choice for an anniversary.
Are the good and bad reviews talking about the same thing, or different things? Same thing means inconsistency. Different things usually means it's polarizing, not bad.
Some businesses are deliberately not for everyone. Very spicy food. A no-modifications policy. Extremely loud music. Counter service where people expected table service. An unusual concept.
Here the negative reviews often reveal themselves as mismatches rather than failures. "The food was too spicy" at a place famous for heat isn't a criticism, it's someone who ordered wrong. "They wouldn't let me substitute" at a chef-driven restaurant is the restaurant working as intended.
What to do: read the negative reviews and ask whether the thing they hated is a thing you'd hate. If not, go — you'll probably be in the group that loves it.
A cluster of extreme reviews with no detail on either end, arriving in bursts, suggests interference — bought positives, or a competitor or ex-employee leaving negatives.
What to do: mentally delete the suspicious ones and read what's left. Often a clear, moderate picture emerges from the reviews that look real.
Not all reviews deserve equal weight, and when they conflict you have to pick sides. Weight higher:
Weight lower:
The rating breakdown is the fastest way to spot this pattern before you read anything. A big pile of 5s and a big pile of 1s with a hollow middle is the signature of a contradictory listing — that's your cue to go read rather than trust the average.