From Open Library’s reading log

The books everyone means to read

Open Library’s readers have put 10.7 million books on their Want to Read shelves and marked 1.7 million as read. These are the books they most mean to read, and how few of them have.

on Want to Read
10.7 million
on Already Read
1.7 million
wanted for every one read
6 to 1

The 50 books people most mean to read

Ranked by how many more people have each book on Want to Read than on Already Read. The bar is everyone with the book on one of the two shelves; the solid part has read it.

  1. 1

    Atomic Habits

    James Clear

    1 in 34have read it

    56,767 want to read it · 1,721 have

  2. 2

    The 48 Laws of Power

    Robert Greene

    1 in 41have read it

    46,493 want to read it · 1,170 have

  3. 3

    It Ends With Us

    Colleen Hoover

    1 in 31have read it

    40,474 want to read it · 1,354 have

  4. 4

    The Subtle Art of Not Giving a F*ck

    Mark Manson

    1 in 41have read it

    32,667 want to read it · 825 have

  5. 5

    Rich Dad, Poor Dad

    Robert T. Kiyosaki and Sharon L. Lechter

    1 in 26have read it

    32,988 want to read it · 1,343 have

  6. 6

    Control Your Mind and Master Your Feelings

    Eric Robertson

    1 in 29have read it

    22,435 want to read it · 799 have

  7. 7

    Harry Potter and the Philosopher's Stone

    J. K. Rowling · Harry Potter in order

    1 in 13have read it

    20,630 want to read it · 1,715 have

  8. 8

    It Starts with Us

    Colleen Hoover

    1 in 37have read it

    18,167 want to read it · 511 have

  9. 9

    Twisted Love

    Ana Huang

    1 in 36have read it

    16,645 want to read it · 478 have

  10. 10

    Think and Grow Rich

    Napoleon Hill

    1 in 28have read it

    16,169 want to read it · 600 have

  11. 11

    The Psychology of Money

    Morgan Housel

    1 in 24have read it

    13,584 want to read it · 602 have

  12. 12

    How to Win Friends and Influence People

    Dale Carnegie

    1 in 26have read it

    13,207 want to read it · 538 have

  13. 13

    A Game of Thrones

    George R. R. Martin

    1 in 14have read it

    11,723 want to read it · 906 have

  14. 14

    Haunting Adeline

    H. D. Carlton

    1 in 33have read it

    10,832 want to read it · 340 have

  15. 15

    It

    Stephen King

    1 in 18have read it

    10,777 want to read it · 621 have

  16. 16

    I Don't Love You Anymore

    Rithvik Singh

    1 in 36have read it

    9,649 want to read it · 277 have

  17. 17

    Icebreaker

    Hannah Grace

    1 in 45have read it

    9,225 want to read it · 210 have

  18. 18

    The Power of Your Subconscious Mind

    Joseph Murphy

    1 in 31have read it

    8,967 want to read it · 297 have

  19. 19

    The Alchemist

    Paulo Coelho

    1 in 13have read it

    9,424 want to read it · 793 have

  20. 20

    Latidos Que No Dije

    Roos

    1 in 27have read it

    8,886 want to read it · 344 have

  21. 21

    The Love Hypothesis

    Ali Hazelwood

    1 in 27have read it

    8,438 want to read it · 321 have

  22. 22

    Shatter Me

    Tahereh Mafi

    1 in 25have read it

    8,139 want to read it · 336 have

  23. 23

    A Court of Mist and Fury

    Sarah J. Maas

    1 in 16have read it

    8,124 want to read it · 549 have

  24. 24

    The 7 Habits of Highly Effective People

    Stephen R. Covey

    1 in 21have read it

    7,650 want to read it · 382 have

  25. 25

    Can't Hurt Me

    David Goggins

    1 in 34have read it

    7,334 want to read it · 221 have

  26. 26

    The Art of War

    Sun Tzu

    1 in 23have read it

    7,109 want to read it · 328 have

  27. 27

    Nineteen Eighty-Four

    George Orwell

    1 in 9have read it

    7,514 want to read it · 940 have

  28. 28

    Diary of a Wimpy Kid

    Jeff Kinney · Diary of a Wimpy Kid in order

    1 in 12have read it

    7,092 want to read it · 640 have

  29. 29

    Girl in Pieces

    Kathleen Glasgow

    1 in 30have read it

    6,541 want to read it · 226 have

  30. 30

    Pride and Prejudice

    Jane Austen

    1 in 12have read it

    6,832 want to read it · 633 have

  31. 31

    Ugly Love

    Colleen Hoover

    1 in 19have read it

    6,229 want to read it · 351 have

  32. 32

    Fifty Shades of Grey

    E. L. James

    1 in 16have read it

    6,035 want to read it · 398 have

  33. 33

    The Art of Seduction

    Robert Greene and Joost Elffers

    1 in 55have read it

    5,638 want to read it · 104 have

  34. 34

    A Good Girl's Guide to Murder

    Holly Jackson

    1 in 22have read it

    5,737 want to read it · 275 have

  35. 35

    Read People Like a Book

    Patrick King

    1 in 35have read it

    5,489 want to read it · 160 have

  36. 36

    The Lightning Thief

    Rick Riordan · Percy Jackson and the Olympians in order

    1 in 8have read it

    6,206 want to read it · 901 have

  37. 37

    To Kill a Mockingbird

    Harper Lee

    1 in 13have read it

    5,684 want to read it · 481 have

  38. 38

    Thinking, Fast and Slow

    Daniel Kahneman

    1 in 19have read it

    5,456 want to read it · 299 have

  39. 39

    Twisted Lies

    Ana Huang

    1 in 27have read it

    5,321 want to read it · 208 have

  40. 40

    The Laws of Human Nature

    Robert Greene

    1 in 49have read it

    5,216 want to read it · 108 have

  41. 41

    The Hunger Games

    Suzanne Collins · The Hunger Games in order

    1 in 7have read it

    6,049 want to read it · 983 have

  42. 42

    Twisted Games

    Ana Huang

    1 in 30have read it

    5,202 want to read it · 182 have

  43. 43

    Sapiens

    Yuval Noah Harari

    1 in 17have read it

    5,274 want to read it · 334 have

  44. 44

    Harry Potter and the Chamber of Secrets

    J. K. Rowling · Harry Potter in order

    1 in 7have read it

    5,950 want to read it · 1,032 have

  45. 45

    The Cruel Prince

    Holly Black

    1 in 21have read it

    5,177 want to read it · 259 have

  46. 46

    The Silent Patient

    Alex Michaelides

    1 in 20have read it

    5,174 want to read it · 273 have

  47. 47

    Twilight

    Stephenie Meyer · Twilight in order

    1 in 9have read it

    5,373 want to read it · 702 have

  48. 48

    The Seven Husbands of Evelyn Hugo

    Taylor Jenkins Reid

    1 in 20have read it

    4,927 want to read it · 265 have

  49. 49

    Red, White & Royal Blue

    Casey McQuiston

    1 in 23have read it

    4,881 want to read it · 221 have

  50. 50

    Ikigai

    Héctor García and Francesc Miralles

    1 in 36have read it

    4,732 want to read it · 135 have

What gets read, by kind of book

Business and money books are read by 1 in 17 of the people who shelve them, science fiction by 1 in 5.

  1. Business and money1 in 17
  2. Self-help1 in 16
  3. Psychology1 in 15
  4. Philosophy1 in 15
  5. Science1 in 11
  6. Biography and memoir1 in 10
  7. Poetry1 in 10
  8. History1 in 9
  9. Classics1 in 7
  10. Children’s and young adult1 in 7
  11. Horror1 in 7
  12. Comics and manga1 in 7
  13. Mystery and thrillers1 in 6
  14. Fantasy1 in 6
  15. Romance1 in 5
  16. Science fiction1 in 5

From the 149,280 books with 10 or more people on the two shelves, 87,924 of which have a kind. A book is of every kind its Open Library subjects name, so a fantasy romance is both.

Climbing the Want to Read shelf

Each book’s share of the year’s new Want to Read entries, 2025 against 2018. The whole log took in 4.3 times as many in 2025, so a book that only kept up would be ×1.

  1. The 48 Laws of Power Robert Greene×2892 in 2018, 11,210 in 2025
  2. The Eye of the World Robert Jordan×2024 in 2018, 2,072 in 2025
  3. The Power of Your Subconscious Mind Joseph Murphy×1840 in 2018, 3,068 in 2025
  4. Metamorphosis Franz Kafka×1323 in 2018, 1,291 in 2025
  5. Crime and Punishment Fyodor Dostoevsky×1224 in 2018, 1,194 in 2025
  6. Deep Work Cal Newport×1121 in 2018, 1,012 in 2025
  7. A Court of Thorns and Roses Sarah J. Maas×1022 in 2018, 942 in 2025
  8. Rich Dad, Poor Dad Robert T. Kiyosaki×8199 in 2018, 6,687 in 2025

New entries a year on Want to Read that are still there; books with 20 or more in 2018 and 200 or more in 2025.

How this was made

The data. Open Library, the Internet Archive’s open catalogue of books, publishes its readers’ reading log as a dump: every book someone has put on a shelf, the shelf and the day, with no names or ids. This page reads the dump of 30 September 2026: 12,961,546 entries on 3.3 million works, 10,655,319 of them on Want to Read, 1,691,633 on Already Read, 612,675 on Currently Reading and 1,919 on Stopped Reading. Each entry is one reader’s book on one shelf, so a book’s count on a shelf is a count of people; with no ids, nobody can be followed from one book to the next.

The cleaning. Open Library merges records it finds to be one book, and 146,334 entries were on records merged since: they count on the record they went to, from its dump of redirects. Many books are still there as more than one record, so records Kabook’s catalogue takes for one book count as one: the same title before any colon and the same author, unless their subtitles name two books, as Dog Man’s do. Think and Grow Rich, for one, is three records. Summaries, study guides, workbooks and journals are left out, and so are box sets of a series and books Kabook’s catalogue does not carry, as none of their editions has an ISBN. The one book with the numbers for the list that is left out is Um casamento arranjado, with 20,776 on Want to Read: Kabook’s catalogue does not carry it. The top 50 were checked by hand against Kabook’s catalogue for their titles, authors and covers; where readers know a book by another title or name than the catalogue’s, the page uses that one, as with The Alchemist.

The ranking. Books are ranked by the gap: how many more people have a book on Want to Read than on Already Read, from 500 on Want to Read; Currently Reading counts on neither side. Ranked instead by the share who have read it, smallest first, the top is books few people know, led by Franz Kafka’s Briefe an Milena, with 560 on Want to Read and four who have read it, where a handful of readers decide the order. The gap is steadier and names the books the most people are waiting on, and each row then says how few have read it. The smallest share on the list is The Art of Seduction’s: 1 in 55.

What it is not. These are Open Library’s readers, not all readers. Many come to borrow a book from its lending library, students come for the books they are set, and classics weigh heavily. Want to Read is the first button on every book’s page there, a single tap, while Already Read counts only the readers who came back to say they finished. So the gap says as much about how people use the shelves as about what they read. Stopped Reading has 1,919 entries in all, too few to say which books people give up on.

The numbers. A script in Kabook’s repository reads the dumps of 30 September 2026 (the reading log, the ratings, the redirects, the works and the authors) and writes every number on this page. Each book’s counts, and its rating where 50 people or more rated it, are in a JSON file.

Keep your own list of books to read

Kabook keeps the books you want to read on your wish list, the one you’re reading, and every one you’ve finished. Add a book in a few letters, or bring your Goodreads history across in a minute. On iPhone, iPad and Android. Your library stays on your phone; an account is optional.

Download on the App StoreGet it on Google Play

From Open Library’s data, September 2026.