Dify vs Muapi vs Chatbase vs Kuberns

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

Your tool
Dify
vs
Competitor 1
Muapi
Competitor 2
Chatbase
Competitor 3
Kuberns
Compare
4 tools · best value per row highlighted
Your tool Dify
dify.ai
AI apps without code
Remove
Competitor Muapi
muapi.ai
MuAPI consolidates access to over 500 AI models for image, video, and audio generation through a single API endpoint, eliminating the need to manage separate integrations with dozens of providers
Make main Remove
Competitor Chatbase
chatbase.co
Train chatbots on your content
Make main Remove
Competitor Kuberns
kuberns.com
Deploy your project in minutes with an AI-agentic platform.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
318.3Kvisits/mo
402.2Kvisits/mo
51.7Kvisits/mo
MoM change
▼ 16.6%
—
▲ 2.0%
▲ 11.6%
6-month growth
-30.6%
—
-12.4%
-4.8%
Global rank web
#39,510
—
#84,220
#389,451
Avg. last 3 months
1.1M
318.3K
412.6K
47.8K
Bounce rate lower is better
41%
—
44%
27%
Pages / visit
4.4
—
6.9
8.8
Visit duration
6m 40s
—
4m 34s
14m 35s
Traffic sources
● Direct 84% · ● Referral 15%
—
● Direct 81% · ● Referral 15%
● Direct 83% · ● Referral 16%
DifyMuapiChatbaseKuberns
0368.2K736.4K1.1M1.5MDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MMuapi · 318.3KChatbase · 590.6KChatbase · 583.4KChatbase · 309.5KChatbase · 281.8KChatbase · 459KChatbase · 473.7KChatbase · 444.7KChatbase · 441.2KChatbase · 394.5KChatbase · 402.2KKuberns · 54.3KKuberns · 42.4KKuberns · 48.4KKuberns · 45.4KKuberns · 46.3KKuberns · 51.7K10K100K1M10MDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MMuapi · 318.3KChatbase · 590.6KChatbase · 583.4KChatbase · 309.5KChatbase · 281.8KChatbase · 459KChatbase · 473.7KChatbase · 444.7KChatbase · 441.2KChatbase · 394.5KChatbase · 402.2KKuberns · 54.3KKuberns · 42.4KKuberns · 48.4KKuberns · 45.4KKuberns · 46.3KKuberns · 51.7KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Paid
Freemium
Freemium
Starting price
$590per month · free tier available
$10per month
$40per month · free tier available
$7per month · free tier available
Free tier
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Free trial
–
–
API access
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Plans
Sandbox FreeProfessional $590/yrTeam $1,590/yrEnterprise Custom
Suno - Create Music $0.09Qwen Image $0.03LTX-2 Video $0.30
Free FreeHobby $40/moStandard $150/moPro $500/mo+1 more
Free Trial FreeStarter $7/moBasic $12/moStandard $20/mo+2 more
Capabilities input → output
Input
DocumentsText
ImagesText
DocumentsTextWeb pages
Code
Output
Apps
AudioImagesVideo
AppsText
Apps
Skill level
Intermediate
Advanced
Intermediate
Advanced
Categories
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Development & CodeAI API
Business & MarketingChatbots & CompanionsAI ChatbotAI Customer Service+1 more
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
9
6
10
6
Developer tools
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Agents
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Chatbots
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No-code
–
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Development
–
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APIs
–
–
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Agent creation
–
–
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Chatbot building
–
–
–
Customer support
–
–
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Customer support chatbot
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–
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Workflows
–
–
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Chatbot integration
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–
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DevOps
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Image generation
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LLM development
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Shopify customer support
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Video generation
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Workflow deployment
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–
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3D models
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–
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Cloud DevOps advice
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–
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Music creation
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Productivity
–
–
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Sales
–
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Website to chatbot
–
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 1
▲ 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.