Independent restaurant ratings analysis

The Grumpy Baker - Bolton

Unit 3 272 - 276 Wigan Road, Bolton, BL3 5QT

Desserts · Bakery

Just Eat gives The Grumpy Baker - Bolton in Bolton a rating of 5 out of 5, from 9 of its 9 ratings (100%); Just Eat says its rating uses the previous 12 months. Of those counted, 67% are in the 4–5 star buckets and 11% in the 1–2 star buckets. Its Eat Score, yeet.food's independent measure, is 43.7 out of 100. It ranks 53rd of 122 rated takeaways in BL3 and 347th of 684 in Bolton (BL).

43.7Eat Score
5/5Just Eat rating
67%In 4–5 star buckets
9Ratings counted
9Total ratings

Ratings snapshot: . These are historical ratings, not a live assessment.

What these numbers mean

The counted sample is the sum of Just Eat’s five rating buckets. Its published explanation describes a median score from the previous 12 months. The broader total includes ratings outside this sample; these aggregates do not tell us why each rating was excluded. Buckets group half-star ratings, so the 4–5 bucket percentage is not an exact count of individual four- and five-star reviews.

11% fall in the 1–2 star buckets. Our “Often terrible” label means more than 15% fall in those buckets, with at least 20 counted ratings.

Its Eat Score is 43.7 out of 100. The Eat Score is our own measure, and higher is better: it is the Bayesian-adjusted share of counted ratings in the 4–5 star buckets, minus the full adjusted share in the 1–2 star buckets. It is not Just Eat’s rating.

How the Eat Score works · Just Eat’s ratings explanation