# Stable Diffusion: what AI models say (September 2026)

Source: Memetik Index, https://www.memetik.ai/vendors/stable-diffusion
Website: https://stability.ai

Stable Diffusion was named in 16 of 50 AI answers across 1 category. Best position: AI image generation, 32% answer share, ranked #8, named first in 0%.

## What Stable Diffusion is

Stable Diffusion 3.5 is an image model that generates images in a range of styles. It is built for professional use cases, including organisations that need to run image generation on their own infrastructure or incorporate it into custom-built applications.

The core model generates images and supports image editing for uploaded or generated images. It also includes tools to increase image size and resolution. Organisations can deploy it on their own infrastructure, while developers can integrate its capabilities into applications through an API.

(From Stable Diffusion's own website, read 2026-09-02.)

## By category

| Category | Rank | Answer share | Named first | Models |
|---|---|---|---|---|
| AI image generation (https://www.memetik.ai/index/ai-image-generation) | #8 of 15 | 32% | 0% | GPT-5.6 Luna, Claude Opus 5, Claude, Claude Fable 5, Gemini, Gemini 3.5 Flash, Perplexity, Sonar Reasoning Pro |

## What the models said

> "Choose Stable Diffusion 3.5 if you are a developer or power user who wants to train the AI on a specific person or product style."
> — Gemini 3.5 Flash, AI image generation

> "Choose FLUX or Stable Diffusion if you want more control, customization, or local/self-hosted workflows."
> — Perplexity, AI image generation

> "Heavy customization, custom styles, or local control Stable Diffusion is best when you need full control, custom models, and technical tinkering."
> — Sonar Reasoning Pro, AI image generation

> "Created by former Stability AI engineers; rivals or exceeds Midjourney in prompt adherence and detail."
> — Gemini, AI image generation