What's the difference between Pulze's own models and third-party models?
Project Dream is a dual-model platform.
Pulze's own models power the image-to-image (viewport-to-image), Creative Upscaler, and Character Enhancer features. They run on cloud infrastructure, are trained specifically for architectural visualization, and produce results tuned for the archviz workflow. On the Pro plan, they're included with unlimited usage.
Third-party models include Magnific, Kling, Nano Banana, Runway, Flux, Freepik, and 80+ others. These are commercial models from external providers, accessed through the same Project Dream interface with unified billing. They use credits, since each model carries its own per-call cost.
The goal isn't to be the single best model. The goal is to be the platform that gives you access to all the best models, plus Pulze's archviz-specific features and plugins that no standalone provider offers.
For the full list of models, check our documentation.