Report updated May 19, 2026

Dark Color: Paint by Number is a struggling games app that is free with in-app purchases. With a 4.5/5 rating from 18.8K reviews, it struggles with user retention. Users particularly appreciate high quality visual artwork provides a relaxing experience for users who enjoy coloring, though excessive ad frequency during active coloring sessions disrupts the relaxation and flow remains a common concern.

What is Dark Color: Paint by Number?

Dark Color is a paint-by-number coloring app for teens and adults, featuring surreal and moody illustrations on iOS.

Users hire the app for meditative, low-stakes creative flow, but the current ad-heavy design forces interruptions that break the very relaxation they seek.

Current Momentum

v3.2 · 3d ago

Steady
  • Shipped new surreal illustration themes.
  • Improved zoom and coloring performance.

Active Nemesis

Color by Number:Coloring Games

Color by Number:Coloring Games

By Wildlife Studios

Other Rivals

Pixel Art - Color by Number
Paint by Number: Coloring Game
Zen Color - Color By Number
Art Puzzle - Jigsaw Games
Adult Coloring Book - Pigment
Jigsawscapes® - Jigsaw Puzzles

7-Day Rank Pulse 🇺🇸

Board
#100
NEW

Rating Pulse 🇺🇸

Recent User Mood

What makes this app unique?

Loading...

What Are The Key Features?

Surreal and Moody Art LibraryDifferentiator

Curated collection of illustrations focusing on alternative aesthetics, surrealism, and symbolic imagery.

Auto-fill ToolStandard

Automated coloring function that fills larger sections of an illustration with a single tap.

Offline ColoringStandard

Full functionality available without an active internet connection.

How much does it cost?

Freemium
  • Free tier with ad-supported access to the illustration library

Monetization relies on ad-inventory generated through high-frequency, low-friction coloring sessions.

Who Built It?

POMELO TECH app icon

POMELO TECH

(76K)

Providing accessible digital coloring experiences for users seeking stress-relief and creative outlets. Focused on simple, tap-to-color mechanics.

Portfolio

2

Apps

Free 1
Entertainment100%

Explore the full POMELO TECH report

Portfolio breakdown, audience, momentum, and every app published by POMELO TECH.

Go deeper

What do users think recently?

Low confidence · Latest 60 of 76 total reviews analyzed · Based on 76 reviews. Signal may be noisy.

How did the latest release land?

Overall
4.5/ 5
(18.8K)
Current version
4.5/ 5
0.0 vs overall
(18.8K)
Main signal post-update: high quality visual artwork provides a relaxing experience for users who enjoy coloring.

What is the recent mood?

Upset

Recent user voice shows a upset sentiment. Users appreciate high quality visual artwork provides a relaxing experience for users who enjoy coloring, but report excessive ad frequency during active coloring sessions disrupts the relaxation and flow and aggressive monetization tactics and subscription costs create a negative user experience.

What Users Love

High quality visual artwork provides a relaxing experience for users who enjoy coloring

What Frustrates Users

Excessive ad frequency during active coloring sessions disrupts the relaxation and flow
Aggressive monetization tactics and subscription costs create a negative user experience

What Users Want

Offline play capability requested to allow coloring without constant internet connection

How have ratings & review volume moved?

Rating, review sentiment, and total reviews over time, with release markers showing the post-launch impact.

Rating over time

Vertical markers = app releases. Hover any release for the post-release impact delta.

Releases:MajorMinorPatch2 releases in range

View the full user-sentiment analysis

Mood gauge, ratings & review-volume history, every praise / complaint / request, and sentiment over time.

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What is the competitive landscape for Dark Color: Paint by Number?

Where is it available?

Localized markets (15)

United StatesAustraliaBrazilCanadaGermanySpainFranceUnited KingdomIndiaItalyJapanMexicoPortugalSingaporeTurkey

How's The Games Market?

How does it evolve in the Games market?

The app holds a #73 Free rank in the US and #99 Grossing, but the grossing rank lagging behind free discovery signals monetization friction. The 4.5-star rating on 18,753 reviews confirms a strong core product that is currently being undermined by ad-density.

Rank progression

17 active rankings tracked — 30-day window

The rivals identified

Nemeses(1)

With over 1.6 million reviews and a high release cadence, this app dominates the paint-by-number category through sheer content volume and market presence.

Differentiators

  • Maintains a massive, constantly refreshed library of daily content that keeps users returning for new challenges
  • Leverages a mature, high-frequency update cycle that consistently introduces new thematic categories and seasonal events
  • Utilizes a highly optimized monetization funnel that balances free-to-play access with aggressive premium content gating

Head to head

The target app must double down on its unique 'moody/surreal' brand identity to avoid being commoditized by Wildlife's massive, general-purpose content engine.

Contenders(3)

Zen Color - Color By Number icon

Oakever Games

4.8(378.9K)

Directly targets the 'calm' and 'relaxation' value proposition of the target app with high user satisfaction.

Differentiators

  • Prioritizes a minimalist, zen-focused UI that minimizes visual noise to enhance the meditative coloring experience
  • Curates a specific library of soothing, atmospheric art styles that directly overlap with the target's aesthetic
Paint by Number: Coloring Game icon

Wildlife Studios

4.8(96.4K)

A secondary, high-performance title from Wildlife Studios that competes directly on feature parity and update frequency.

Differentiators

  • Focuses on a streamlined, rapid-fire coloring experience designed for quick, casual sessions throughout the day
  • Implements a simplified progression system that rewards users for consistent daily coloring streaks

A massive competitor in the pixel-specific niche with a long-standing history and high user engagement.

Differentiators

  • Specializes in pixel-art specific tooling that provides a distinct, retro-inspired coloring experience for enthusiasts
  • Features a highly refined social sharing integration that encourages user-generated content and community growth

Same space(2)

Adult Coloring Book - Pigment icon

Pixite Inc.

4.6(207.8K)

Positions itself as a premium, professional-grade coloring tool rather than a casual game.

Differentiators

  • Provides advanced digital coloring tools like brushes and pencils that mimic real-world artistic media
  • Targets a prosumer audience looking for creative control rather than simple paint-by-number automation
Art Puzzle - Jigsaw Games icon

Easybrain Ltd

4.8(1.8M)

An adjacent puzzle-art experience that competes for the same 'creative relaxation' time slot.

Differentiators

  • Combines traditional jigsaw mechanics with coloring elements to create a hybrid, multi-layered puzzle experience
  • Uses high-quality, artistic imagery that appeals to the same aesthetic-conscious audience as the target app

New entrants(1)

Demonstrates aggressive growth with 20 releases in the last six months, signaling a rapid feature-iteration strategy.

Differentiators

  • Rapidly deploying new puzzle categories and seasonal content to capture market share from established players
  • Integrating social competition elements that drive higher session lengths compared to static coloring apps

Compare Dark Color: Paint by Number against every rival

All rivals in one side-by-side table — identity, store metrics, ratings & sentiment, and strategic intel — plus a head-to-head page for each.

Go deeper

The outtake for Dark Color: Paint by Number

Strengths to defend, gaps to attack

Core Strengths

  • Surreal art library differentiates from mass-market competitors
  • Offline-first architecture maintains habit loops
  • Dark mode increases nighttime session duration

Critical Frictions

  • High ad-density disrupts user flow
  • Subscription costs exceed category median
  • Reports of inappropriate ad content

Growth Levers

  • Untapped B2B partnerships in education
  • Expansion into wearable-friendly puzzle formats

Market Threats

  • Wildlife Studios' content-volume advantage
  • Easybrain's social-sharing network effects
  • Rising user churn due to ad-frequency fatigue

What are the next best moves?

highPivot

Audit ad-network partners because inappropriate ad content is a top complaint → restore brand trust

User sentiment analysis flags inappropriate ads as a major concern for parents and users.

Trade-off: Pause new illustration library expansion — brand safety takes precedence over content volume.

highInvest

Reduce ad-frequency during active coloring sessions because it is the #1 churn driver → increase session retention

Sentiment data shows high-frequency ads make the app feel unplayable for many users.

Trade-off: Accept short-term ad-revenue dip — long-term LTV depends on reducing churn.

A counter-intuitive read

The app's #2 chart rank is a risk, as maintenance-mode at the top is more vulnerable to a single live-ops rival than a lower-ranked app climbing the chart.

Feature Gaps vs Competitors

  • Real-time social competition (available in Jigsawscapes but absent here)
  • Advanced digital brush tools (available in Pigment but absent here)

Key Takeaways

Dark Color holds a strong niche through its surreal art, but the aggressive ad-monetization is actively destroying its user base, so the PM must prioritize ad-density reduction to stabilize retention.

Where Is It Heading?

Declining

The casual coloring market is consolidating around high-frequency content updates, and the current ad-heavy strategy leaves this app exposed to rivals with better monetization balance. The PM must pivot to a subscription-first model to avoid losing the niche audience to competitors like Zen Color.

High ad-density in the latest version triggers user churn, which compounds the negative sentiment already visible in recent reviews.

The latest release added new surreal illustration themes, showing that the team is still investing in the core art library.

Disclosure: Independent intel to help mobile builders succeed.

AI-powered analysis with editorial review, built from publicly available sources. Marlvel.ai is not affiliated with, endorsed by, or sponsored by Dark Color: Paint by Number, its developer, the app publisher, Apple, or Google Play. All trademarks, logos, and screenshots referenced remain the property of their respective owners.

What's new

The app is experiencing increased user churn due to aggressive ad-density and monetization friction, despite maintaining a steady content update cadence.

declined

Increased Ad-Frequency Complaints

shifted

Monetization Strategy Pivot

added

New Competitive Threats

removed

Feature List Consolidation

Cite this report

Marlvel.ai. “Dark Color: Paint by Number Intelligence Report.” Updated May 19, 2026. https://marlvel.ai/apps/com-paint-color-lite

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