Best Picture Books for Making Predictions: 5 Compared

Predicting what happens next is a core reading skill, and the best picture books for making predictions are the ones that pause and ask: what do you think happens next? We compared five picture books by prediction fit, reading age, length and acclaim, using only what each listing publishes. A classic guessing game leads, followed by an imagination celebration and a what-if story.

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The picks

#	Product	Shelf Score	Buy
1	It Looked Like Spilt Milk	9.7/10	Buy
2	Not a Stick by Portis	9.7/10	Buy
3	What If... by Berger	9.6/10	Buy
4	The Future Book by Barnett	9.6/10	Buy
5	Dire Predictions by Mann	9.2/10	Buy

1

It Looked Like Spilt Milk

Charles Shaw·9.7/10 Shelf Score

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The Shelf Score runs from 9.2 to 9.8 and weighs fit for the reader or goal (35 points), contents and edition (25), value (25) and listed reading age or level (10, where the listing gives one), using only what the book listing states. How we pick ›

A classic guessing game where a white shape changes on every page, 32 pages for ages 2 to 4.

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Pros

• Guessing game format stated
• Reading age 2 to 4 stated
• Classic status stated

Cons

• 32 pages, brief by design
• 1988 publication date stated
• No certification is stated

2

Not a Stick by Portis

Antoinette Portis·9.7/10 Shelf Score

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The Shelf Score runs from 9.2 to 9.8 and weighs fit for the reader or goal (35 points), contents and edition (25), value (25) and listed reading age or level (10, where the listing gives one), using only what the book listing states. How we pick ›

A celebration of imagination from a Geisel Honor winner, 32 pages for ages 4 to 8.

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Pros

• Geisel Honor winner stated
• Ages 4 to 8 stated
• Imagination theme stated

Cons

• 32 pages, brief by design
• 2007 publication date stated
• No certification is stated

3

What If... by Berger

Samantha Berger·9.6/10 Shelf Score

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The Shelf Score runs from 9.2 to 9.8 and weighs fit for the reader or goal (35 points), contents and edition (25), value (25) and listed reading age or level (10, where the listing gives one), using only what the book listing states. How we pick ›

A what-if celebration of imagination with mixed media illustrations, 40 pages for ages 3 to 7.

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Pros

• What-if theme stated
• Reading age 3 to 7 stated
• Gatefold illustration stated

Cons

• 40 pages, brief by design
• 2018 publication date stated
• No certification is stated

4

The Future Book by Barnett

Mac Barnett·9.6/10 Shelf Score

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The Shelf Score runs from 9.2 to 9.8 and weighs fit for the reader or goal (35 points), contents and edition (25), value (25) and listed reading age or level (10, where the listing gives one), using only what the book listing states. How we pick ›

A funny vision of the future from Mac Barnett, 40 pages for ages 5 to 8, a national top seller.

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Pros

• National top seller stated
• Reading age 5 to 8 stated
• Future theme stated

Cons

• 2026 publication date stated
• Ages 5 to 8, older band
• No certification is stated

5

Dire Predictions by Mann

Michael E. Mann·9.2/10 Shelf Score

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The Shelf Score runs from 9.2 to 9.8 and weighs fit for the reader or goal (35 points), contents and edition (25), value (25) and listed reading age or level (10, where the listing gives one), using only what the book listing states. How we pick ›

A 224-page adult visual guide to IPCC climate findings, from DK.

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Pros

• IPCC findings stated
• 224 pages stated
• Visual guide format stated

Cons

• An adult book, not a picture book
• 224 pages, far longer than the rest
• No reading age is stated

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More picks to compare

• The Letters Are Lostalphabet, ages 2-5, 32 pagesCheck on Amazon
• Same Old Horseprediction math, ages 6-10Check on Amazon

Compare the picks

Book details as published on each listing, collected 20 October 2026.

How we scored them

The Shelf Score weighs prediction fit, reading age guidance, length and acclaim. None of the five state a warranty or certification, which is normal for books. How we pick explains the weights.

Scores run from 9.2 to 9.8: each book’s point total is placed on that range, so more points always means a higher score. Reading age or level counts on a list where at least one listing gives one, and a book whose listing gives none then scores zero on it. Where no listing gives one, the score is taken over the other 85 points. Books carry no warranty, so warranty is not scored.

How to choose the best picture books for making predictions

Guessing games vs what-if stories

The Shaw is a pure prediction book: a white shape changes on every page and kids guess rabbit, bird, ice-cream cone or spilt milk until the surprise ending. The Portis asks what a stick could become: an orchestra baton, a paintbrush, a dragon-slayer. The Berger celebrates what-if imagination with mixed media illustrations and a gatefold. The Barnett asks what the future is like, with strange customs and colors. The Mann is an adult IPCC climate guide, not a children’s book, and fits this list only by title.

Reading age and length

The Shaw suits the youngest at a stated reading age of 2 to 4, the Portis at 2 to 6, the Berger at 3 to 7 and the Barnett at 5 to 8. The Portis comes from a Geisel Honor winner, and the Barnett is listed as a national top seller. For newborns, see our picture books for newborns.

Setup Notes

• Pause before the last page and ask the child to predict the ending.
• The Shaw encourages kids to improvise their own guessing games after reading.
• The Barnett suits ages 5 to 8, the oldest band here.
• The Mann is an adult book; buy it for the shelf, not the classroom.

Frequently Asked Questions

Which book here is a guessing game?

It Looked Like Spilt Milk by Charles Shaw: a white shape changes on every page and kids guess what it is.

Which suits the youngest readers?

It Looked Like Spilt Milk states a reading age of 2 to 4. Not a Stick states 2 to 6.

Which is about the future?

The Future Book by Mac Barnett, a national top seller for ages 5 to 8.

Which is not a children’s book?

Dire Predictions by Michael E. Mann is a 224-page adult visual guide to IPCC findings.

Still deciding? Our top pickIt Looked Like Spilt Milk

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