Report updated Apr 27, 2026

Overview · Full Intel report in progress

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Fluid Diffusion is an established art & design app that is completely free.

What is Fluid Diffusion?

Fluid Diffusion is a mobile frontend designed to provide an intuitive interface for Stable Diffusion Web UI servers. It enables users to generate, browse, and manage AI-generated images through a continuous, gesture-based workflow. The app distinguishes itself by offering a specialized prompt editor and template management for remote or local server control.

Current Momentum

v1.2

New slideshow, option for vertical scroll and bug fixes.

AI-powered deep analysis surfacing high-signal insights. Still in beta, accuracy improves daily. For informational purposes only.

Competition

Rivals identification in progress

7-Day Rank Pulse 🇺🇸

Art & Design

No ranking data

Rating Pulse 🇺🇸

Gathering signals...

What makes this app unique?

What Does It Look Like?

How Is The App's Momentum Right Now?

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What Are The Key Features?

Gesture-based NavigationStandard

Users can scroll right to generate new images and scroll left to access their generation history.

Advanced Prompt EditorStandard

Includes tools to adjust prompt weights and select embeddings from a dropdown menu during input.

Template ManagementStandard

Allows users to save generated images as templates for future use.

Flexible Generation ControlsStandard

Provides options to generate new images with fresh seeds or regenerate existing ones using the same seed.

How much does it cost?

Free

Who Built It?

Anita Long app icon 1
Anita Long app icon 2
Anita Long app icon 3
Anita Long app icon 4

Anita Long

(2.9K)

Providing developers and creative professionals with precise hardware diagnostic utilities and technical color formulation tools.

Portfolio

9

Apps

Free 4Paid 4
Tools63%
Productivity25%
Photography13%

Who is Anita Long?

Anita Long operates as a niche utility provider, focusing on low-level hardware integration and technical color science rather than mass-market consumer apps. The portfolio's strength lies in its 'unbundling' of device capabilities—exposing raw sensor data and camera APIs that standard OS interfaces often obscure. The publisher faces a significant lifecycle challenge, with the vast majority of the catalog currently in an abandoned state, suggesting a shift toward maintenance of a few specific tools rather than broad portfolio growth.

Who is Anita Long for?

  • Mobile developers
  • Hardware technicians
  • Designers requiring precise color calibration or input device testing
Maintenance

Portfolio momentum

With only 1 active app and 1 release in the last 6 months, the publisher is currently in a maintenance phase for its legacy toolset.

Last release · 21d agoActive apps · 1Abandoned · 8

Analysis in progress, available soon

What do users think recently?

Analysis in progress, available soon

Analysis in progress, available soon

What is the competitive landscape for Fluid Diffusion?

How's The Art & Design Market?

Market outlook for this category

Available very soon

Strategic analysis coming soon

SWOT, key takeaways & outlook

The outtake for Fluid Diffusion

Key Takeaways

This app functions exclusively as a mobile client for a pre-configured Stable Diffusion Web UI server and does not perform image generation locally.

Where Is It Heading?

Trend analysis

Available very soon

Disclosure

Independent intel to help builders create better apps.

AI-powered analysis with editorial review, built from publicly available sources. See methodology.

Marlvel.ai is not affiliated with, endorsed by, or sponsored by Fluid Diffusion, its developer, the app publisher, Apple, or Google Play. All trademarks, logos, and screenshots referenced remain the property of their respective owners.

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Cite this report

Marlvel.ai. “Fluid Diffusion Intelligence Report.” Updated Apr 27, 2026. https://marlvel.ai/intel-report/art-design/fluid-diffusion

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