People look for alternatives to Color by Number when they want a larger free catalog, fewer ads or paywalls, or simply a fresh set of artwork to color. Every pick here shares the core idea: tap a numbered cell, watch a pixel image fill in, and unwind without needing any drawing skill. Most also add daily artwork drops, photo-to-art import, and sharing. We ranked these by embedding similarity to Color by Number's description and feature set, then weighed live App Store ratings and rating volume so popular, well-reviewed apps surface first. Categories vary between games and entertainment, but the coloring loop is consistent across all of them.
How we ranked these 10 alternatives
Embedding similarity
Every app in our database carries a dense vector embedding derived from its title, subtitle, full description, and category metadata. To find apps similar to Color by Number：Coloring Games, we compute cosine distance against every other app and surface the closest 60 candidates. The similarity score shown on each pick is 1 - distance/2 clamped to [0,1] — 100% means the embedding spaces are identical, 0% means orthogonal.
Re-ranking signals
We then re-rank the candidate set using current App Store rating and review-count signals so a 4.8-star app with 100,000 reviews ranks above a 4.5-star app with 200 reviews even when their embedding distance is similar. Apps that haven't shipped an update in 12 months are filtered out before re-ranking.
Refresh cadence
The similarity cache is recomputed weekly. Live App Store data (rating, review count) is verified every 6 hours.
What we don't do
No paid placements. No affiliate links. No sponsored picks. Read our full methodology.
