InvokeAI vs ComfyUI vs Floyo vs Deep Dream Generator

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

Your tool
InvokeAI
vs
Competitor 1
ComfyUI
Competitor 2
Floyo
Competitor 3
Deep Dream Generator
Compare
4 tools · best value per row highlighted
Your tool 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.
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Competitor ComfyUI
comfy.org
Building AI workflows in code gets tedious fast
Make main Remove
Competitor Floyo
floyo.ai
Make main Remove
Competitor Deep Dream Generator
deepdreamgenerator.com
Deep Dream Generator specializes in AI-powered visual creation with 30+ dedicated models for generating art and images
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
4.2Mvisits/mo
123.8Kvisits/mo
487.9Kvisits/mo
MoM change
—
▲ 30.6%
▼ 4.4%
▼ 20.3%
6-month growth
—
+18.1%
+7.0%
-44.1%
Global rank web
—
#19,149
#278,660
#65,742
Avg. last 3 months
—
3.5M
122.8K
659.2K
Bounce rate lower is better
—
47%
40%
39%
Pages / visit
—
3.0
3.1
5.1
Visit duration
—
2m 58s
2m 22s
4m 05s
Traffic sources
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● Direct 77% · ● Referral 22%
● Direct 75% · ● Referral 25%
● Direct 95% · ● Referral 4%
InvokeAIComfyUIFloyoDeep Dream Generator
01.1M2.1M3.2M4.2MComfyUI · 2.7MComfyUI · 3.2MComfyUI · 3.5MComfyUI · 3MComfyUI · 3.6MComfyUI · 3.5MComfyUI · 3.3MComfyUI · 3.2MComfyUI · 3.2MComfyUI · 4.2MFloyo · 15.5KFloyo · 38.3KFloyo · 78.9KFloyo · 98.4KFloyo · 115.7KFloyo · 125.2KFloyo · 99.7KFloyo · 115.1KFloyo · 129.5KFloyo · 123.8KDeep Dream Generator · 679.7KDeep Dream Generator · 748KDeep Dream Generator · 792.2KDeep Dream Generator · 701.6KDeep Dream Generator · 873.6KDeep Dream Generator · 884.3KDeep Dream Generator · 1.1MDeep Dream Generator · 877.4KDeep Dream Generator · 612.3KDeep Dream Generator · 487.9K10K100K1M10MComfyUI · 2.7MComfyUI · 3.2MComfyUI · 3.5MComfyUI · 3MComfyUI · 3.6MComfyUI · 3.5MComfyUI · 3.3MComfyUI · 3.2MComfyUI · 3.2MComfyUI · 4.2MFloyo · 15.5KFloyo · 38.3KFloyo · 78.9KFloyo · 98.4KFloyo · 115.7KFloyo · 125.2KFloyo · 99.7KFloyo · 115.1KFloyo · 129.5KFloyo · 123.8KDeep Dream Generator · 679.7KDeep Dream Generator · 748KDeep Dream Generator · 792.2KDeep Dream Generator · 701.6KDeep Dream Generator · 873.6KDeep Dream Generator · 884.3KDeep Dream Generator · 1.1MDeep Dream Generator · 877.4KDeep Dream Generator · 612.3KDeep Dream Generator · 487.9KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free
Freemium
Freemium
Freemium
Starting price
Free
$16per month · free tier available
$12per month · free tier available
$9per month · free tier available
Free tier
Free trial
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API access
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Plans
Open source Free
Standard $16/moCreator $28/moPro $80/moTeam $630/mo
Free Trial CustomExplorer $12/moPathfinder $28/moTrailblazer $71/mo
Free FreeBasic $9/moAdvanced $19/moProfessional $39/mo+1 more
Capabilities input → output
Input
TextImages
TextImages
VideoTextImages
ImagesText
Output
Images
VideoImagesAudio
VideoImages
VideoImagesAudio
Skill level
Advanced
Advanced
Beginner-friendly
Beginner-friendly
Categories
Image EditingImage GenerationAI Expand ImageAI Image Generator+1 more
Image GenerationVideo CreationAI Image GeneratorAI Video Generator+1 more
Image GenerationVideo CreationAI Image GeneratorAI Video Generator
Image EditingImage GenerationVideo CreationAI Image Generator+3 more
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
2
3
2
9
Image generation
Video generation
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Image to video
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Art generation
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Image enhancement
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Image expansion
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Image to image
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Image upscaling
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–
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Image editing
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–
–
Music creation
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–
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 1
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
0
0
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.