Automatic1111 Stable Diffusion WebUI vs ComfyUI vs InvokeAI vs GLM Image

Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.

Your tool
Automatic1111 Stable Diffusion WebUI
vs
Competitor 1
ComfyUI
Competitor 2
InvokeAI
Competitor 3
GLM Image
Compare
4 tools · best value per row highlighted
Your tool Automatic1111 Stable Diffusion WebUI
github.com
Stable Diffusion web UI by AUTOMATIC1111 is an open-source web interface for running Stable Diffusion image generation on your own computer.
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Competitor ComfyUI
comfy.org
Building AI workflows in code gets tedious fast
Make main Remove
Competitor InvokeAI
github.com
InvokeAI is an open-source creative engine for AI image generation that runs as a locally hosted web server with a React interface.
Make main Remove
Competitor GLM Image
github.com
Hybrid autoregressive diffusion image generator
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
4.2Mvisits/mo
—
637.9Mvisits/mo
MoM change
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▲ 30.6%
—
▲ 3.7%
6-month growth
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+18.1%
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+19.3%
Global rank web
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#19,149
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#49
Avg. last 3 months
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3.5M
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629.7M
Bounce rate lower is better
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47%
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36%
Pages / visit
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3.0
—
5.9
Visit duration
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2m 58s
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6m 26s
Traffic sources
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● Direct 77% · ● Referral 22%
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● Direct 83% · ● Referral 15%
Automatic1111 Stable Diffusion WebUIComfyUIInvokeAIGLM Image
0159.5M318.9M478.4M637.9MComfyUI · 2.7MComfyUI · 3.2MComfyUI · 3.5MComfyUI · 3MComfyUI · 3.6MComfyUI · 3.5MComfyUI · 3.3MComfyUI · 3.2MComfyUI · 3.2MComfyUI · 4.2MGLM Image · 484.3MGLM Image · 504MGLM Image · 542.6MGLM Image · 534.8MGLM Image · 634.3MGLM Image · 631MGLM Image · 636.1MGLM Image · 615.2MGLM Image · 637.9M1M10M100M1BComfyUI · 2.7MComfyUI · 3.2MComfyUI · 3.5MComfyUI · 3MComfyUI · 3.6MComfyUI · 3.5MComfyUI · 3.3MComfyUI · 3.2MComfyUI · 3.2MComfyUI · 4.2MGLM Image · 484.3MGLM Image · 504MGLM Image · 542.6MGLM Image · 534.8MGLM Image · 634.3MGLM Image · 631MGLM Image · 636.1MGLM Image · 615.2MGLM Image · 637.9MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free
Freemium
Free
Freemium
Starting price
Free
$16per month · free tier available
Free
$4per month · free tier available
Free tier
Free trial
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API access
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Plans
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Standard $16/moCreator $28/moPro $80/moTeam $630/mo
Open source Free
Free FreeTeam $4/moEnterprise $21/mo
Capabilities input → output
Input
ImagesText
ImagesText
ImagesText
ImagesText
Output
Images
AudioImagesVideo
Images
Images
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Image EditingImage GenerationAI Expand ImageAI Image Generator+2 more
Image GenerationVideo CreationAI Image GeneratorAI Video Generator+1 more
Image EditingImage GenerationAI Expand ImageAI Image Generator+1 more
Development & CodeImage EditingImage GenerationAI Image Generator+2 more
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
7
3
7
5
Image generation
Image editing
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Image to image
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Self hosted
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Image expansion
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Video generation
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Descriptive image generation
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Image restyle
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Image upscaling
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Local AI
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Developer tools
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Image to video
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Visual content generation
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Workflows
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
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Saves
0
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0
0
Reviews
0
0
0
0
Prompts
0
0
0
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Verified listing
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Traffic figures are third-party estimates for the tool's own domain; tools sharing a domain with a bigger product are not counted. Pricing is captured from each tool's site and may lag.