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Live · 5,285 books

Books

Every book with at least three calibrated reviewers, ranked on a z-normalized percentile and dual-scored (bias-corrected + raw average). Editions are collapsed to one logical book, so hardcover, paperback and Kindle all share a single ranking.

Browse all 5,285 books →
5,285
Books ranked
70,562
Reviewers
104,061
Reviews ingested
Goodreads + Amazon
Sources

Highest z-normalized percentile

Top-ranked books

See all 5,285 →
Where the Crawdads Sing: Reese's Book Club100
n=8
The Divorce100
n=4
The Book on Tax Strategies for the Savvy Real Estate Investor: Powerful techniques anyone can use to deduct more, invest smarter, and pay far less to the IRS!100
n=3
Pictures of Hollis Woods99.9
n=3
The Enforcer99.9
n=3
Daniel Tiger Big Book of Firsts for Toddlers: Let's Try New Things Together Includes Stories & Songs about the First Day of School, First Haircut, First Dentist Visit, and More!99.9
n=3
Remember Us: American Sacrifice, Dutch Freedom, and A Forever Promise Forged in World War II99.9
n=3
Charles Sumner: Conscience of a Nation99.9
n=3
The Hating Game: A Novel99.8
n=5
Baby University 4-Book Physics Set: Explore Astrophysics, Nuclear Physics and More with this Ultimate STEM Gift for Kids99.8
n=4
Sticker Dolly Dressing Around the World: A Fun Activity Book of Traditional Costumes and Global Festivals for Kids (Ages 5-7)99.8
n=4
Hoot and Peep99.8
n=3

The whole catalog

How 5,285 books distribute

0255075100

Z-normalized percentile across 5,285 ranked books

Amazon and Goodreads book ratings are famously top-heavy — most books sit at 4½ stars. Rankquant re-centers every reviewer on their own scale before aggregating, so a book only rises when readers rated it highly relative to how they rate everything else. That is why the percentile spreads books out where the raw star average bunches them together. Read the methodology.