
SV3D by Stability AI
SV3D is an AI tool for generating high-quality 3D orbital videos and meshes from a single image. Ideal for 3D artists, it helps transform 2D concepts into assets.

January 5th, 2026
About SV3D by Stability AI
SV3D is an AI tool that helps digital creators and 3D artists achieve high-fidelity 3D reconstructions without manual multi-view modeling. By leveraging the power of Stable Video Diffusion, the model transforms a single input image into a series of consistent multi-view frames that are used to generate detailed 3D meshes.
Instead of relying on fragmented image generation, SV3D utilizes a video latent diffusion model to ensure that every angle of the object remains temporally consistent. This technical mechanism solves common artifacts like 'drifting' or shape warping found in older 3D generation techniques. It offers two distinct modes: SV3D_u for unconditioned orbital views and SV3D_p for precise camera paths. This allows developers to integrate the model into workflows ranging from character design to architectural visualization.
For professional pipelines, SV3D dominates in its ability to produce consistent 576x576 resolution frames that serve as the foundation for high-quality 3D asset creation. It bridges the gap between 2D conceptualization and 3D production by providing a reliable, automated path to geometry.
Environment – Linux / Windows / NVIDIA GPU
Browser / Automation – Gradio Interface / Python Scripts
Toolchain – PyTorch / Hugging Face Diffusers / Stability SDK
Core Loops – Image-to-Video, Multi-view Synthesis, Mesh Extraction
Capabilities – 3D Mesh Generation, Novel View Synthesis, Temporal Smoothing
💰 Pricing
Non-Commercial Use: $0 - Free for research and personal use via self-hosted weights
Stability AI Professional: $20/mo - Includes commercial rights for individuals and small businesses with less than $1M annual revenue
Stability AI Enterprise: Custom - Scaled licensing for larger organizations requiring dedicated support and custom terms
🌍 Why Choose SV3D?
✅ Superior temporal consistency for 3D mesh generation
✅ Supports both orbital views and custom camera paths
✅ High-resolution output compared to standard image-to-3D models
✅ Integrated within the widely supported Stability AI ecosystem
✅ Popular among Game Developers and Concept Artists
🌐 Discover SV3D and thousands of other AI tools on Beyond The AI - your trusted directory for AI solutions.
Instead of relying on fragmented image generation, SV3D utilizes a video latent diffusion model to ensure that every angle of the object remains temporally consistent. This technical mechanism solves common artifacts like 'drifting' or shape warping found in older 3D generation techniques. It offers two distinct modes: SV3D_u for unconditioned orbital views and SV3D_p for precise camera paths. This allows developers to integrate the model into workflows ranging from character design to architectural visualization.
For professional pipelines, SV3D dominates in its ability to produce consistent 576x576 resolution frames that serve as the foundation for high-quality 3D asset creation. It bridges the gap between 2D conceptualization and 3D production by providing a reliable, automated path to geometry.
Environment – Linux / Windows / NVIDIA GPU
Browser / Automation – Gradio Interface / Python Scripts
Toolchain – PyTorch / Hugging Face Diffusers / Stability SDK
Core Loops – Image-to-Video, Multi-view Synthesis, Mesh Extraction
Capabilities – 3D Mesh Generation, Novel View Synthesis, Temporal Smoothing
💰 Pricing
Non-Commercial Use: $0 - Free for research and personal use via self-hosted weights
Stability AI Professional: $20/mo - Includes commercial rights for individuals and small businesses with less than $1M annual revenue
Stability AI Enterprise: Custom - Scaled licensing for larger organizations requiring dedicated support and custom terms
🌍 Why Choose SV3D?
✅ Superior temporal consistency for 3D mesh generation
✅ Supports both orbital views and custom camera paths
✅ High-resolution output compared to standard image-to-3D models
✅ Integrated within the widely supported Stability AI ecosystem
✅ Popular among Game Developers and Concept Artists
🌐 Discover SV3D and thousands of other AI tools on Beyond The AI - your trusted directory for AI solutions.
Key Features
- Single Image to 3D View Synthesis
- Temporal Consistency via Latent Video Diffusion
- 3D Mesh Extraction via NeRF and Gaussian Splatting support
- Camera Path Control (SV3D_p)
- Open Weights for Research
Use Cases
- Converting 2D character art into 3D game models
- Generating orbital product views for e-commerce
- Rapid prototyping for architectural elements
Other Features
- Open Source
Loading reviews...
