InvokeAI vs ComfyUI vs Floyo vs NightCafe

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
NightCafe
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.
Remove
Competitor ComfyUI
comfy.org
Building AI workflows in code gets tedious fast
Make main Remove
Competitor Floyo
floyo.ai
Make main Remove
Competitor NightCafe
nightcafe.studio
Multiple AI art models in one place
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
4.2Mvisits/mo
123.8Kvisits/mo
3.1Mvisits/mo
MoM change
—
▲ 30.6%
▼ 4.4%
▼ 2.6%
6-month growth
—
+18.1%
+7.0%
+16.6%
Global rank web
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#19,149
#278,660
#11,164
Avg. last 3 months
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3.5M
122.8K
3.2M
Bounce rate lower is better
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47%
40%
30%
Pages / visit
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3.0
3.1
11.9
Visit duration
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2m 58s
2m 22s
8m 48s
Traffic sources
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● Direct 77% · ● Referral 22%
● Direct 75% · ● Referral 25%
● Direct 84% · ● Mail 12%
InvokeAIComfyUIFloyoNightCafe
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 · 123.8KNightCafe · 3.2MNightCafe · 3.2MNightCafe · 3MNightCafe · 2.7MNightCafe · 3MNightCafe · 3MNightCafe · 3.5MNightCafe · 3.2MNightCafe · 3.1M10K100K1M10MComfyUI · 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 · 123.8KNightCafe · 3.2MNightCafe · 3.2MNightCafe · 3MNightCafe · 2.7MNightCafe · 3MNightCafe · 3MNightCafe · 3.5MNightCafe · 3.2MNightCafe · 3.1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free
Freemium
Freemium
Freemium
Starting price
Free
$16per month · free tier available
$12per month · free tier available
$5.99per month · free tier available
Free tier
Free trial
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API access
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–
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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
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Capabilities input → output
Input
ImagesText
ImagesText
ImagesTextVideo
ImagesText
Output
Images
AudioImagesVideo
ImagesVideo
Images
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 GenerationAI Image Generator
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
2
3
2
7
Image generation
Video generation
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Art generation
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Fantasy image generation
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Image expansion
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–
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Photorealistic images
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–
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Portrait generation
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Character image generation
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–
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Image to video
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–
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Sketch generation
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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
▲ 0
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.