AI vs Readers

Top books: Literature

AI scores each book across five 10-point criteria. Readers vote on the same scale, so the algorithmic and reader rankings can sit side by side.

AIReaders

Genres

Rankings by category

AllFictionLiteratureMystery, Thriller & HorrorRomanceScience Fiction & FantasyBiography & MemoirHistoryTeen & YAKids

AI

Top 100

AI-rated books: 18. Reader-ranked books: 2.

#1

Beneath a Scarlet Sky: A Novel

8/10

Author: Mark Sullivan

Setting: Milan, Italy

AI #1

Literary value8/10Cultural weight8/10Timelessness8/10Accessibility8/10Discussion value8/10
#2

The Personal Librarian: A GMA Book Club Pick

7.8/10

Author: Victoria Christopher Murray; Marie Benedict

Setting: Pierpont Morgan Library, New York City, United States

AI #2

Literary value7/10Cultural weight8/10Timelessness8/10Accessibility8/10Discussion value8/10
#3

A Gentleman in Moscow: A Novel

7.8/10

Author: Amor Towles

Setting: Metropol Hotel, Moscow, Russia

AI #3

Literary value8/10Cultural weight8/10Timelessness7/10Accessibility8/10Discussion value8/10
#4

Malibu Rising: A Novel

7.8/10

Author: Taylor Jenkins Reid

Setting: Malibu, California, United States

AI #4

Literary value8/10Cultural weight8/10Timelessness7/10Accessibility8/10Discussion value8/10
#5

Swimming in the Dark: A Novel

7.8/10

Author: Tomasz Jedrowski

Setting: Warsaw, Poland

AI #5

Literary value8/10Cultural weight7/10Timelessness8/10Accessibility8/10Discussion value8/10
#6

Training School for Negro Girls

7.8/10

Author: Camille Acker

Setting: Washington, DC, United States

AI #6

Literary value8/10Cultural weight8/10Timelessness7/10Accessibility8/10Discussion value8/10
#7

Little Fires Everywhere: Reese's Book Club

7.8/10

Author: Celeste Ng

Setting: Shaker Heights, Ohio, United States

AI #7

Literary value8/10Cultural weight8/10Timelessness8/10Accessibility8/10Discussion value7/10
#8

Their Eyes Were Watching God

7.6/10

Author: Zora Neale Hurston

Setting: Eatonville, Florida, United States

AI #8

Literary value7/10Cultural weight7/10Timelessness8/10Accessibility8/10Discussion value8/10
#9

Giovanni's Room: A Novel

7.4/10

Author: James Baldwin

Setting: Paris, France

AI #9

Literary value8/10Cultural weight7/10Timelessness7/10Accessibility8/10Discussion value7/10
#10

My Brilliant Friend

7.4/10

Author: Elena Ferrante

Setting: Naples, Italy

AI #10 · Readers #2 (8.4/10)

Literary value7/10Cultural weight7/10Timelessness8/10Accessibility7/10Discussion value8/10
#11

The Help

7.4/10

Author: Kathryn Stockett

Setting: Jackson, Mississippi, United States

AI #11

Literary value7/10Cultural weight7/10Timelessness8/10Accessibility8/10Discussion value7/10
#12

The Old Man and the Sea

7.4/10

Author: Ernest Hemingway

Setting: Gulf Stream near Cuba

AI #12

Literary value7/10Cultural weight8/10Timelessness7/10Accessibility7/10Discussion value8/10
#14

Daisy Jones & The Six: A Novel

7.2/10

Author: Taylor Jenkins Reid

Setting: Los Angeles, California, United States

AI #14

Literary value8/10Cultural weight7/10Timelessness7/10Accessibility7/10Discussion value7/10
#16

Stoner

7.2/10

Author: John Williams

Setting: Columbia, Missouri, United States

AI #16

Literary value7/10Cultural weight7/10Timelessness8/10Accessibility7/10Discussion value7/10
#17

On the Rooftop: A Novel

7.2/10

Author: Margaret Wilkerson Sexton

Setting: San Francisco, California, United States

AI #17

Literary value8/10Cultural weight7/10Timelessness7/10Accessibility7/10Discussion value7/10

Criteria

Literature

Literary value

Language, form, and craft.

Cultural weight

Place in culture, history, and the school canon.

Timelessness

Moral choices, honor, love, conflict, and themes that still work.

Accessibility

How much resistance it creates without losing value.

Discussion value

Whether readers can argue about it in a meaningful way.