Stability AI recently announced the early preview release of Stable Diffusion 3, the latest iteration of their powerful open-source text-to-image model. Building upon the success of previous versions, Stable Diffusion 3 introduces several exciting new features and improvements that push the boundaries of what's possible with AI-generated art. Let's take a closer look at what's new in Stable Diffusion 3 and how it compares to other popular tools like Midjourney.
Stable Diffusion 3 combines a new diffusion transformer architecture with flow matching to enable higher quality image generation across a wider range of styles and subjects. Some of the key enhancements include:
Multimodal inputs: SD3 can accept text, images, and other data types simultaneously as input. This allows for greater flexibility in crafting prompts and enables new use cases like video and 3D model generation.
Improved spelling: The new architecture provides better comprehension and representation of text, leading to more accurate rendering of words and labels within the generated images.
Scalable model sizes: SD3 offers a suite of models ranging from 800M to 8B parameters. This allows developers to choose the optimal balance between performance and cost for their specific application.
Enhanced safety measures: Stability AI has implemented additional safeguards to prevent misuse by bad actors and align SD3 with responsible AI practices.
Early testers have praised Stable Diffusion 3's ability to generate high-quality, detailed images with greater consistency across different types of prompts. The expanded multimodal capabilities open up exciting possibilities beyond just static image generation.
Midjourney and DALL-E are two of the most well-known commercial AI image generation services. So how does the open-source Stable Diffusion 3 stack up against these heavyweights?
Let's take a look at the following examples, and comparing Stable Diffusion 3, DALLE, and Midourney
Prompt: Portrait photograph of an anthropomorphic tortoise seated on a New York City subway train.
Prompt: Aesthetic pastel magical realism, a man with a retro TV for a head, standing in the center of the desert, vintage photo.
Prompt: A red sofa on top of a white building. Graffiti with the text "the best view in the city"
A cardboard box with the phrase “they say it's not good to think in here”, the cardboard box is large and sits on a theater stage
Stable Diffusion also has a big advantage when it comes to cost. The open-source model can be run for free aside from computing costs. API access starts at very affordable rates:
| Platform | Price per 512x512 Image |
|---|---|
| DreamStudio | $0.002 |
| Midjourney | $10/month subscription |
| DALL-E | ~$0.02 (1024x1024) |
So while each platform has its strengths, Stable Diffusion 3 offers arguably the best combination of performance, flexibility, and cost. Its open nature is democratizing access to state-of-the-art AI image generation.
A big part of Stable Diffusion's appeal is the extensive ecosystem that has emerged around the open-source model. In addition to Stability AI's own DreamStudio, there are numerous third-party apps, integrations, and services that provide different interfaces and capabilities on top of the core model.
For example, Dezgo offers a streamlined API for Stable Diffusion that handles the complexity of deploying and scaling the model. Their pay-as-you-go pricing starts at just $0.0019 per 512x512 image.
Many Stable Diffusion tools and services also provide value-added features like:
This allows developers to leverage Stable Diffusion as part of full-featured image editing and generation workflows.
If you're looking to dive into the world of AI image generation with Stable Diffusion 3, consider using Anakin AI. This user-friendly platform offers a seamless interface for exploring the capabilities of SD3 without the need for complex setup or technical expertise.With Anakin AI, you can:
Whether you're an artist, designer, developer, or simply curious about the latest advancements in AI, Anakin AI is the perfect platform to experience the cutting-edge capabilities of Stable Diffusion 3. Sign up today and start bringing your imagined worlds to life!
Stable Diffusion 3 represents a major leap forward for open-source AI image generation. With its multimodal capabilities, improved text understanding, and scalable architecture, SD3 is poised to enable a new wave of applications and creative use cases.
The ability to fine-tune Stable Diffusion on custom data has also spawned a cottage industry of bespoke models tailored for particular styles, subjects, and applications. Marketplaces like Civitai allow artists to share and monetize these custom models.
With Stable Diffusion 3 pushing the technical boundaries even further, we can expect this vibrant ecosystem to continue growing and innovating rapidly. The open, iterative development of the core model in tandem with a diverse range of downstream applications is a powerful force for advancing the state of the art in AI image generation.
