Stable Diffusion
Stable Diffusion operates stablediffusion.fr, a free browser-based platform providing no-account access to open-source AI image generation tools (Stable Diffusion, SDXL, SD 3.5) plus LLM services for individual artists, creators, and developers worldwide, supported by donations.
- Company typePrivate
- Founded2022
- HeadquartersHouston, United States
- Headcount1–10
- GTM typeB2B and B2C
- OfferingSoftware
What Stable Diffusion does
Stable Diffusion operates stablediffusion.fr, a free browser-based platform that provides direct online access to open-source AI image generation tools built on the Stable Diffusion model developed by Stability AI. The platform was established in 2022 by an individual developer identified as "anthony" and serves individual artists, hobbyists, content creators, and developers who want AI image generation without accounts, GPU hardware, or local installation. It offers access to Stable Diffusion 1.5, SDXL, SD 3, and SD 3.5 across modalities including text-to-image, img2img, inpainting, upscaling, ControlNet-driven composition, and video generation via Wan Animate, alongside LLM tools such as GPT-4, Llama 3, Mixtral, and DeepSeek-R1. The site is localized in 20+ languages and features community galleries and prompt libraries dating from November 2022.
Underlying technology consists of latent diffusion architecture with U-Net denoising and cross-attention for text conditioning, with community-developed extensions (LoRA, ControlNet, ComfyUI, Automatic1111 WebUI) hosted on Civitai, Hugging Face, and GitHub. The platform supports local deployment on consumer GPUs with 4GB+ VRAM minimum and 6GB+ recommended for SDXL.
The business model is freemium/donation-supported: core models are free under the CreativeML Open RAIL-M license, the browser platform requires no payment or registration, and operations are sustained via voluntary PayPal donations. There is no disclosed revenue, no venture funding, no API offering, and no enterprise sales motion at the stablediffusion.fr entity level. Customer segments are horizontal, primarily individual creators and SMBs, with enterprise fashion, luxury, and architecture firms referenced as downstream Stability AI commercial customers rather than direct customers of this platform. Distribution is product-led and community-led via open-source channels, with marketing driven by organic social sharing, YouTube tutorials, Reddit, Discord, and earned media.
Stable Diffusion firmographics
Firmographics- Name
- Stable Diffusion
- Legal name
- Stable Diffusion online AI (operated by individual developer anthony)
- Website
- https://stablediffusion.fr
- Company type
- Private
- Founded year
- 2022
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- Stable Diffusion operates stablediffusion.fr, a free browser-based platform providing no-account access to open-source AI image generation tools (Stable Diffusion, SDXL, SD 3.5) plus LLM services for individual artists, creators, and developers worldwide, supported by donations.
- Ownership category
- akta.pro rank
Stable Diffusion industry classification
Industry- Product category
- AI Image Generation Software
- NAICS
- Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers (516210)
- SIC
- Services-Prepackaged Software (7372)
- akta.pro primary industry
- Digital Asset Management (DAM) for Media/Creative (MPAHAGAB)
- akta.pro secondary industry
- Content Retrieval, Distribution & Reuse Workflows (Interoperability/APIs) (MPAHAGAK)
Keywords
Where Stable Diffusion is headquartered
LocationHeadquarters
- HQ city
- Houston
- HQ country
- United States
- HQ region
- North America
Markets served
Stable Diffusion business model
Business model- GTM type
- B2B and B2C
- Offering type
- Software
- Cost components
- Technology or R&D, Infrastructure, Personnel, Operations, Marketing or Sales
Revenue model
- Open Source Free Distribution: The base Stable Diffusion models are freely available under the CreativeML Open RAIL-M license, allowing free commercial and non-commercial use. Revenue is not generated directly from the open-source models.
- Commercial Model Licensing: Stability AI generates revenue through commercial licensing of proprietary derivatives and enterprise solutions built on the Stable Diffusion foundation.
- Community Platform Services: The stablediffusion.fr website offers free services supported by donations. Additional AI tools (GPT-4, DeepSeek-R1, Llama 3, Mixtral) are provided free or as donation-supported services.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Freemium | Pay-as-you-go | Free Online Tool - No account required |
| Freemium | Pay-as-you-go | Local Deployment - Free download |
Go-to-market motion2 records
Distribution channels5 records
Marketing channels5 records
Stable Diffusion product offering
Product offeringCore offering
Stable Diffusion is an open-source latent text-to-image diffusion model developed by Stability AI that creates photorealistic images from text prompts. The stablediffusion.fr website provides free, browser-based access to the model and supporting ecosystem tools (webUI, ComfyUI, ControlNet, LoRA, Inpainting, Upscaling) without requiring an account, GPU, or installation. The platform also integrates complementary AI tools including LLMs (GPT-4, DeepSeek-R1, Llama 3, Mixtral) for text-based tasks.
Product overview
Stable Diffusion is an open-source AI image generation platform developed by Stability AI, available both as downloadable models for local deployment and as a free browser-based online service (stablediffusion.fr). The core product is a text-to-image diffusion model that generates images from text prompts, with latest version being Stable Diffusion 3.5 (October 2024). The ecosystem includes multiple interfaces (webUI, ComfyUI), extensions (ControlNet, LoRA), and specialized tools (Inpainting, Upscaling, Magic Prompt). The online platform also provides access to additional AI models including DeepSeek-R1, Mixtral, Llama 3, and GPT-4 for complementary text-based AI capabilities.
Differentiator
Problem solved
Functional benefit
Products and services
- Stable Diffusion Online Platform (stablediffusion.fr) Free browser-based online platform that provides access to Stable Diffusion and other AI tools without requiring an account, GPU, or installation. Targets individual creators, hobbyists, and developers worldwide.
- Stable Diffusion 3 Demo Online demo interface providing access to the latest Stable Diffusion 3 model with improved image quality and text rendering compared to earlier versions. Available free via browser.
- Stable Diffusion XL (SDXL)
Quantifiable outcome
- 70-99% time savings in design processes
- +3 more outcomes
Companies that use Stable Diffusion
Customer profileNamed customers8 records
Segments5 records
Ideal customer profiles4 records
Stable Diffusion technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability6 records
Feature8 records
Stable Diffusion partnerships and signals
Strategic signalScale indicators5 records
Recent moves6 records
Expansion highlights5 records
Stable Diffusion competitors and assessment
Company assessmentEmerging players
- Ideogram: AI image generation startup differentiated by strong text rendering and typography. Competes for the same creator/design users, with venture backing and a polished consumer-facing interface that pressures freemium positioning.
- Leonardo.AI: AI image generation platform offering fine-grained control, model customization, and a freemium model. Targets hobbyists, game artists, and designers with a similar feature set to Stable Diffusion tools (LoRAs, control nets, canvas editing).
- Civitai: Community hub for sharing Stable Diffusion checkpoints, LoRAs, and workflows. Highly relevant peer because the subject platform explicitly leverages Civitai as a distribution channel for community models and shares the same creator community.
- Playground AI: Consumer-facing AI image generation platform with a free tier and Stable Diffusion–backed generation. Directly comparable freemium positioning, mixed-model approach, and target audience of creators and casual users.
Direct peers
- Midjourney: Leading proprietary text-to-image AI platform that competes head-to-head with Stable Diffusion for the same creator and design user base. Compared directly in the source data, where Stable Diffusion won 5 of 6 comparison categories on cost, ownership, and accessibility.
- OpenAI DALL-E: OpenAI's text-to-image generation product, integrated into ChatGPT and available via API. The most direct mainstream commercial alternative to Stable Diffusion; the stablediffusion.fr site even hosts an "Open DALL-E" tool, underscoring the competitive overlap.
Broad incumbents
- Adobe Firefly: Adobe's commercially-trained generative image model integrated into Photoshop, Illustrator, and Creative Cloud. A broader incumbent competing for the same creator and design segments with the advantage of bundled distribution to millions of Creative Cloud subscribers.
- Stability AI: The original developer of the Stable Diffusion model that the subject platform wraps. Operates enterprise API services, sells commercial licenses, and holds relationships with ASOS, Dior, Burberry, and Zalando — overlapping end-markets but at a fundamentally larger, well-funded scale.
- Runway: Creative AI platform spanning image, video (Gen-3), and multimodal tools. A broader incumbent in the creator AI space that overlaps with Stable Diffusion use cases for concept art, design iteration, and content production.
- Microsoft Bing Image Creator: Microsoft's free DALL-E-powered image generator integrated into Bing and Copilot. A broad incumbent that captures mainstream users with a no-account, free experience directly comparable to stablediffusion.fr's value proposition, but with massive distribution.
Market position
Strengths4 records
Weaknesses4 records
Competitive moat6 records
Key risks6 records
Key highlights6 records
Customer concentration
Stable Diffusion social profiles
Digital presenceStable Diffusion financial estimates
Financial estimateRevenue estimate
Valuation estimate
Stable Diffusion leadership team
Management profileNumber of profiles
Profiles1 record
Stable Diffusion funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Stable Diffusion M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Stable Diffusion
What does Stable Diffusion do?
Stable Diffusion is an open-source latent text-to-image diffusion model developed by Stability AI that creates photorealistic images from text prompts. The stablediffusion.fr website provides free, browser-based access to the model and supporting ecosystem tools (webUI, ComfyUI, ControlNet, LoRA, Inpainting, Upscaling) without requiring an account, GPU, or installation. The platform also integrates complementary AI tools including LLMs (GPT-4, DeepSeek-R1, Llama 3, Mixtral) for text-based tasks.
Is Stable Diffusion a public or private company?
Stable Diffusion is a private company. It is classified as founder individual operated bootstrapped and is currently operating.
When was Stable Diffusion founded?
Stable Diffusion was founded in 2022. It employs 1 to 10 people.
Where is Stable Diffusion based?
Stable Diffusion is headquartered in Houston, United States, in the North America region.
How does Stable Diffusion make money?
Three revenue lines are on record. Open Source Free Distribution is the primary driver. The others are commercial Model Licensing and community Platform Services.
Who are Stable Diffusion's main competitors?
Emerging players on record are Ideogram, Leonardo.AI, Civitai and Playground AI. Direct peers are Midjourney and OpenAI DALL-E. Broad incumbents are Adobe Firefly, Stability AI, Runway and Microsoft Bing Image Creator.
Does Stable Diffusion have an API?
No public API is recorded for Stable Diffusion.
What industry is Stable Diffusion in?
Stable Diffusion's product category is AI Image Generation Software. Its primary akta.pro industry code is MPAHAGAB, Digital Asset Management (DAM) for Media/Creative, with a secondary code of MPAHAGAK, Content Retrieval, Distribution & Reuse Workflows (Interoperability/APIs). Its NAICS code is 516210 and its SIC code is 7372.