Comparison

FLUX vs Stable Diffusion WebUI

On the evidence we track, FLUX leads this comparison with a composite score of 67/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

Machine formatsJSONMarkdownGraphQLor send Accept: application/json
FLUX67
Stable Diffusion WebUI43
Score
Vioscale score
FLUX67 / 100low · 44%updating
Stable Diffusion WebUI43 / 100low · 14%updating
Pricing
Model
Stable Diffusion WebUIcommercial
Price level
FLUXlow
Stable Diffusion WebUIfree
Starting price
FLUX$0.17
Stable Diffusion WebUI
Transparent
FLUX
Stable Diffusion WebUI
Integrations
Count
FLUX1
Stable Diffusion WebUI
Security
Gdpr
FLUX
Stable Diffusion WebUI
Iso27001
FLUX
Stable Diffusion WebUI
Soc2
FLUX
Stable Diffusion WebUI
Adoption
Dependent repos
FLUX
Stable Diffusion WebUI0
Github stars
FLUX
Stable Diffusion WebUI164,672
Activity
Commits last 30d
FLUX
Stable Diffusion WebUI0
Release
Cadence days
FLUX
Stable Diffusion WebUI17
History
FLUX
Stable Diffusion WebUI20 items
License
Spdx
FLUX
Stable Diffusion WebUIAGPL-3.0
Language
Primary
FLUX
Stable Diffusion WebUIPython

Capabilities

Feature-by-feature on the axes that matter for ai image generation. “-” means undocumented, not absent.

Capabilities
Deployment model
FLUX-
Stable Diffusion WebUI-
Text to image prompting
FLUX
Stable Diffusion WebUI-
Image to image seed referencing
FLUX
Stable Diffusion WebUI-
Inpainting and outpainting masking
FLUX-
Stable Diffusion WebUI-
Negative prompt and weight exclusion
FLUX-
Stable Diffusion WebUI-
Pose control and structure mapping controlnet
FLUX-
Stable Diffusion WebUI-
AI automated resolution upscaling
FLUX-
Stable Diffusion WebUI-
Custom model training and lora finetuning
FLUX
Stable Diffusion WebUI-
Commercial usage rights granted
FLUX
Stable Diffusion WebUI-
Enterprise ip indemnification protection
FLUX-
Stable Diffusion WebUI-
SOC2 type ii
FLUX
Stable Diffusion WebUI-
ISO 27001
FLUX
Stable Diffusion WebUI-
Pricing model
FLUX-
Stable Diffusion WebUI-

What each one is

The product in its own terms, so the numbers below have context.

FLUX

Leader

FLUX is a multimodal AI model developed by Black Forest Labs for image and video generation and editing. It supports text-to-image, image-to-image, and video generation with optional audio synthesis. Can be deployed via cloud API, open-source weights on your infrastructure, or through an interactive web playground.

Independently observed

Stable Diffusion WebUI

An open-source web application built with Gradio that provides access to Stable Diffusion's image generation capabilities, including text-to-image, image-to-image, inpainting, and support for fine-tuned models like LoRA and Textual Inversion.

Independently observed

Pricing

List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.

FLUX

Leader
from $0.17/secondHybrid

$0.17 per second for video, or subscription plans from Builder tier. Enterprise custom pricing available.

  • Builder-
    • FLUX.2 [klein] models
    • 10K images per month
    • 1 domain
    • 10 licensed users
    • Fine-tuning & LoRA rights
  • Platform-
    • FLUX.2 [klein] 9B + FLUX.2 [dev]
    • 100K images per month
  • Professional-
    • FLUX.2 [dev]
    • All models and new releases
    • Up to 3 domains
    • Custom volume
    • Custom users
    • +2 more
  • Synthetic Data-
    • FLUX.2 models
    • Rights to use outputs as training data
    • No domain restrictions
  • EnterpriseContact sales
    • Custom pricing
    • Volume discounts
    • SLA guarantees
    • Dedicated support
  • Pay as you go$0.17 per second
    • Video generation
as of verify ↗

Stable Diffusion WebUI

Open source
as of verify ↗

Platform & deployment

Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.

Platforms
Web
FLUX
Stable Diffusion WebUI
CLI
FLUX
Stable Diffusion WebUI
Deployment
Cloud / SaaS
FLUX
Stable Diffusion WebUI
Self-hosted
FLUX
Stable Diffusion WebUI
Hybrid
FLUX
Stable Diffusion WebUI

Integrations

What each product connects to. Counts come from the vendor's own integration directory where one exists.

FLUX

Leader
1 total
  • MCP (Model Context Protocol)
Independently observed

Stable Diffusion WebUI

Not documented yet.

Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.

FLUX vs Stable Diffusion WebUI: an evidence-based comparison · Vioscale