By Anita Long
Report updated Apr 27, 2026
Fluid Diffusion
For stable Diffusion users seeking a mobile-optimized interface to manage and generate AI imagery from their existing server setups.
Overview · Full Intel report in progress
Fluid Diffusion is an established art & design app that is completely free.
What is Fluid Diffusion?
Current Momentum
v1.2
New slideshow, option for vertical scroll and bug fixes.
Competition
Rivals identification in progress
7-Day Rank Pulse 🇺🇸
Art & DesignNo 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?
Users can scroll right to generate new images and scroll left to access their generation history.
Includes tools to adjust prompt weights and select embeddings from a dropdown menu during input.
Allows users to save generated images as templates for future use.
Provides options to generate new images with fresh seeds or regenerate existing ones using the same seed.
How much does it cost?
Who Built It?
Anita Long
Providing developers and creative professionals with precise hardware diagnostic utilities and technical color formulation tools.
Portfolio
9
Apps
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
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.
What other apps does Anita Long make?
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