{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_stable-diffusion-webgpu","slug":"stable-diffusion-webgpu","name":"Stable Diffusion Webgpu","type":"webapp","url":"https://islamov.ai","page_url":"https://unfragile.ai/stable-diffusion-webgpu","categories":["image-generation","testing-quality"],"tags":[],"pricing":{"model":"free","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_stable-diffusion-webgpu__cap_0","uri":"capability://image.generation.text.to.image.generation","name":"text-to-image generation","description":"Converts natural language text prompts into photorealistic or artistic images using Stable Diffusion model running locally in the browser via WebGPU acceleration. Generates high-quality images in real-time without server round-trips.","intents":["I want to quickly visualize an idea as an image without waiting for server processing","I need to generate multiple image variations from a text description","I want to create artwork or illustrations from written descriptions"],"best_for":["designers","content creators","developers prototyping visual features","artists experimenting with AI"],"limitations":["limited model selection compared to desktop alternatives","no advanced prompt engineering features","generation quality depends on prompt clarity"],"requires":["modern browser with WebGPU support","dedicated GPU or capable integrated graphics","sufficient VRAM for model inference"],"input_types":["text prompt"],"output_types":["PNG/JPEG image"],"categories":["image-generation","creative-tools"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_stable-diffusion-webgpu__cap_1","uri":"capability://infrastructure.browser.based.gpu.accelerated.inference","name":"browser-based gpu-accelerated inference","description":"Executes Stable Diffusion model inference directly in the browser using WebGPU for hardware acceleration, eliminating the need for external servers or API calls. Leverages local GPU resources for fast, private computation.","intents":["I want to generate images without sending data to external servers","I need fast image generation without API rate limits or latency","I want to use AI image generation without authentication or account setup"],"best_for":["privacy-conscious users","developers building offline-first applications","users with limited internet connectivity"],"limitations":["requires WebGPU-capable browser and GPU","performance varies based on local hardware","no fallback to CPU-only inference"],"requires":["WebGPU support in browser","dedicated or integrated GPU","modern browser (Chrome, Edge, or Firefox with WebGPU enabled)"],"input_types":["model weights","inference parameters"],"output_types":["generated image tensors"],"categories":["infrastructure","privacy"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_stable-diffusion-webgpu__cap_2","uri":"capability://user.experience.zero.friction.image.generation.interface","name":"zero-friction image generation interface","description":"Provides a streamlined, no-setup web interface for image generation that requires no authentication, API keys, account creation, or installation. Users can start generating images immediately upon visiting the site.","intents":["I want to try AI image generation without creating an account","I need a quick tool I can access instantly without setup","I want to experiment with image generation without commitment"],"best_for":["casual users","first-time AI users","developers wanting quick prototypes","educators demonstrating AI capabilities"],"limitations":["no user accounts means no history or saved generations","no personalization or preferences","limited advanced options"],"requires":["web browser","internet connection to load initial assets"],"input_types":["text prompt"],"output_types":["PNG/JPEG image"],"categories":["user-experience","accessibility"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_stable-diffusion-webgpu__cap_3","uri":"capability://image.generation.real.time.image.generation.with.minimal.latency","name":"real-time image generation with minimal latency","description":"Generates images with significantly reduced latency compared to cloud-based or CPU alternatives by leveraging local GPU processing. Enables rapid iteration and experimentation with near-instant visual feedback.","intents":["I want to iterate quickly on image ideas with fast feedback loops","I need to generate multiple variations rapidly for comparison","I want responsive, interactive image generation without waiting"],"best_for":["designers iterating on concepts","artists exploring variations","developers building interactive AI features"],"limitations":["generation speed depends on local GPU capabilities","first generation may require model loading time","batch generation not optimized"],"requires":["high-performance GPU","sufficient VRAM","WebGPU-capable browser"],"input_types":["text prompt"],"output_types":["PNG/JPEG image"],"categories":["image-generation","performance"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_stable-diffusion-webgpu__cap_4","uri":"capability://privacy.private.offline.image.generation","name":"private, offline image generation","description":"Generates images entirely on the user's device without transmitting prompts, images, or any data to external servers. Enables completely private image creation with no data collection or logging.","intents":["I want to generate images without my prompts being logged or analyzed","I need to create sensitive or proprietary images without cloud exposure","I want complete control over my data and no third-party access"],"best_for":["privacy-conscious users","enterprises with data sensitivity requirements","users in restricted regions"],"limitations":["no cloud backup of generations","no sharing features","no collaborative workflows"],"requires":["WebGPU-capable browser","local GPU","no internet required after initial load"],"input_types":["text prompt"],"output_types":["PNG/JPEG image stored locally"],"categories":["privacy","security"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_stable-diffusion-webgpu__cap_5","uri":"capability://pricing.free.unlimited.image.generation","name":"free, unlimited image generation","description":"Provides completely free access to image generation with no usage limits, rate limiting, or subscription tiers. Users can generate unlimited images without cost or restrictions.","intents":["I want to generate images without paying per image or subscription","I need unlimited generations for experimentation without worrying about costs","I want to use AI image generation without financial barriers"],"best_for":["budget-conscious users","students and educators","hobbyists and casual creators"],"limitations":["no premium features or priority processing","no commercial support","no SLA guarantees"],"requires":["web browser","WebGPU-capable device"],"input_types":["text prompt"],"output_types":["PNG/JPEG image"],"categories":["pricing","accessibility"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_stable-diffusion-webgpu__cap_6","uri":"capability://image.generation.basic.image.editing.and.inpainting","name":"basic image editing and inpainting","description":"Provides limited image editing capabilities including inpainting to modify specific regions of generated or uploaded images. Allows users to selectively regenerate portions of images.","intents":["I want to fix or modify specific parts of a generated image","I need to blend AI-generated content with existing images","I want to refine details in specific regions without regenerating the whole image"],"best_for":["designers refining compositions","artists making targeted edits","users wanting iterative improvements"],"limitations":["minimal editing features compared to desktop tools","no advanced masking or layer support","inpainting quality varies"],"requires":["WebGPU-capable browser","GPU with sufficient VRAM"],"input_types":["image file","mask/selection","text prompt"],"output_types":["PNG/JPEG image"],"categories":["image-generation","image-editing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_stable-diffusion-webgpu__cap_7","uri":"capability://accessibility.cross.browser.image.generation.access","name":"cross-browser image generation access","description":"Delivers image generation capabilities through a web interface accessible from any modern browser supporting WebGPU, enabling access across different devices and platforms without installation.","intents":["I want to use image generation on any device with a modern browser","I need to access the tool from different computers without installing software","I want to use image generation on tablets or laptops without platform-specific apps"],"best_for":["users with multiple devices","developers avoiding installation friction","users on restricted systems"],"limitations":["requires WebGPU support which excludes older browsers","performance varies by browser implementation","some browsers may have limited WebGPU support"],"requires":["modern browser (Chrome, Edge, Firefox with WebGPU)","internet connection for initial load"],"input_types":["text prompt"],"output_types":["PNG/JPEG image"],"categories":["accessibility","cross-platform"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_stable-diffusion-webgpu__cap_8","uri":"capability://infrastructure.lightweight.model.deployment","name":"lightweight model deployment","description":"Runs optimized Stable Diffusion models directly in the browser with minimal memory footprint and fast loading times. Models are loaded on-demand and executed efficiently using WebGPU.","intents":["I want to use AI image generation without downloading large model files","I need fast startup and model loading times","I want to minimize bandwidth and storage requirements"],"best_for":["users with limited bandwidth","developers building lightweight applications","users on resource-constrained devices"],"limitations":["limited model selection due to optimization constraints","model quality may be reduced compared to full versions","no custom model support"],"requires":["WebGPU-capable browser","sufficient VRAM for model","internet connection for model download"],"input_types":["model identifier"],"output_types":["loaded model in GPU memory"],"categories":["infrastructure","performance"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":44,"verified":false,"data_access_risk":"high","permissions":["modern browser with WebGPU support","dedicated GPU or capable integrated graphics","sufficient VRAM for model inference","WebGPU support in browser","dedicated or integrated GPU","modern browser (Chrome, Edge, or Firefox with WebGPU enabled)","web browser","internet connection to load initial assets","high-performance GPU","sufficient VRAM"],"failure_modes":["limited model selection compared to desktop alternatives","no advanced prompt engineering features","generation quality depends on prompt clarity","requires WebGPU-capable browser and GPU","performance varies based on local hardware","no fallback to CPU-only inference","no user accounts means no history or saved generations","no personalization or preferences","limited advanced options","generation speed depends on local GPU capabilities","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.39999999999999997,"quality":0.77,"ecosystem":0.25,"match_graph":0.25,"freshness":0.75,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.1,"match_graph":0.35,"freshness":0.05}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:33.648Z","last_scraped_at":"2026-04-05T13:23:42.541Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=stable-diffusion-webgpu","compare_url":"https://unfragile.ai/compare?artifact=stable-diffusion-webgpu"}},"signature":"ARQ/Eu3a529IEQDlDmdUY/ghDKPEMc7ZIn1IY++vkMuT4EO4hgZunSCGXrq8TqMPN02VYCYI5p6+oTGIbclfDw==","signedAt":"2026-06-20T02:20:14.410Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/stable-diffusion-webgpu","artifact":"https://unfragile.ai/stable-diffusion-webgpu","verify":"https://unfragile.ai/api/v1/verify?slug=stable-diffusion-webgpu","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}