Scenario vs Stable Fast 3D

Scenario is a creative AI platform for making workflows across image, video, audio, and 3D content, available through a web app and API. Its tools include media generation and editing, model training, upscaling, and background removal. Users can train custom LoRA models on reference images to align generated assets with a creative style or brand guidelines. The library offers models from more than 50 providers, with visual node-based workflows, batch generation, reusable templates, and API-connected agents. Scenario says its API can integrate with Unity, Unreal, or custom pipelines. The company states that it is SOC 2 Type II certified, supports SSO/SAML, and does not reuse customer data to train its models; its Trust Center lists encryption at rest and in transit. The free tier provides 50 daily credits for personal and evaluation use. Paid plans include a full commercial license and start at $15 a month for Starter; Pro is $45 a month and Max is $75 a month. Credits depend on model and output settings, and unused credits do not roll over.

Stable Fast 3D turns an image of an object into a textured, UV-unwrapped 3D mesh. Stability AI describes the model as generating a 3D model from one image in under one second. It expects a 512 × 512 pixel input, applies a delighting step, and predicts roughness and metallic material parameters. The official code example saves the result as a GLB file. The repository includes custom nodes and an example workflow for ComfyUI, and API access is available. Documented inference options include CUDA, CPU, and experimental Mac MPS; Windows support is marked experimental. Default settings use about 6 GB of VRAM for one image. Stability AI identifies game and VR developers and professionals in retail, architecture, and design among its intended users. The Community License is free; commercial use above US $1 million in annual revenue requires an Enterprise License. Access to model files requires agreeing to share contact information and accepting the license.