Deep Dream Generator vs Stable Diffusion WebUI Forge

Deep Dream Generator is a web service for creating images from text, working with reference images, and editing images. Commercial use is included. It has a free plan, where image generation is available and energy and storage depend on user level. Paid monthly plans start at $9/mo: Basic costs $9 a month and includes 750 energy, 150 AI images, 10 AI videos, and 10GB of storage. Advanced is $19 a month, Professional is $39 a month, and Ultra is $99 a month, each with larger listed energy, image, video, and storage allowances. One-time Energy Packs are also offered, from $3.99 a month for 120 energy, 30 images, and two videos to $299 a month for 22,000 energy, 5,500 images, and 367 videos. Deep Dream Generator was founded in 2015 and is headquartered in Sofia, Bulgaria.

Stable Diffusion WebUI Forge is a free, open-source platform built on Stable Diffusion WebUI for image generation and editing. It supports text-to-image creation, reference images, and image editing, with PNG, JPG, JPEG, WebP, AVIF, and GIF listed as output formats. The project aims to ease development, manage resources, speed inference, and explore experimental features. Its interface is based on Gradio, and the README offers a one-click installation package that includes Git and Python. Windows launch scripts, shell scripts, a macOS environment script, and source installation instructions are listed. Forge includes GPU memory management and components such as LoRAs, ControlNets, IP-Adapters, Instant-IDs, reference-only methods, and extensions. Several Flux BitsandBytes and GGUF variants are natively supported, with GPU weight and swap controls; some variants support LoRA. The README lists txt2img and img2img API endpoints as normal, while improved Flux support is pending. The project is described as under construction, so its documentation, interface, and functionality may change. Its license is AGPL-3.0.