Dify vs CleeAI vs Pipedream vs Chatbase

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

Your tool
Dify
vs
Competitor 1
CleeAI
Competitor 2
Pipedream
Competitor 3
Chatbase
Compare
4 tools · best value per row highlighted
Your tool Dify
dify.ai
AI apps without code
Remove
Competitor CleeAI
cleeai.com
Make main Remove
Competitor Pipedream
pipedream.com
Pipedream is an integration layer for AI agents.
Make main Remove
Competitor Chatbase
chatbase.co
Train chatbots on your content
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
1Kvisits/mo
—
402.2Kvisits/mo
MoM change
▼ 16.6%
▲ 29.5%
—
▲ 2.0%
6-month growth
-30.6%
-62.5%
—
-12.4%
Global rank web
#39,510
#16,113,847
—
#84,220
Avg. last 3 months
1.1M
617
—
412.6K
Bounce rate lower is better
41%
51%
—
44%
Pages / visit
4.4
1.0
—
6.9
Visit duration
6m 40s
—
—
4m 34s
Traffic sources
● Direct 84% · ● Referral 15%
—
—
● Direct 81% · ● Referral 15%
DifyCleeAIPipedreamChatbase
0368.2K736.4K1.1M1.5MDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MCleeAI · 602CleeAI · 1.9KCleeAI · 2.8KCleeAI · 1.2KCleeAI · 2.9KCleeAI · 937CleeAI · 807CleeAI · 1KChatbase · 590.6KChatbase · 583.4KChatbase · 309.5KChatbase · 281.8KChatbase · 459KChatbase · 473.7KChatbase · 444.7KChatbase · 441.2KChatbase · 394.5KChatbase · 402.2K1001K10K100K1M10MDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MCleeAI · 602CleeAI · 1.9KCleeAI · 2.8KCleeAI · 1.2KCleeAI · 2.9KCleeAI · 937CleeAI · 807CleeAI · 1KChatbase · 590.6KChatbase · 583.4KChatbase · 309.5KChatbase · 281.8KChatbase · 459KChatbase · 473.7KChatbase · 444.7KChatbase · 441.2KChatbase · 394.5KChatbase · 402.2KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$590per month · free tier available
$199per month · free tier available
$99per month · free tier available
$40per month · free tier available
Free tier
Free trial
–
–
–
API access
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Plans
Sandbox FreeProfessional $590/yrTeam $1,590/yrEnterprise Custom
Basic Plan FreePro Plan $199/moEnterprise Plan $399/mo
Free FreeStartup $99/moBusiness Custom
Free FreeHobby $40/moStandard $150/moPro $500/mo+1 more
Capabilities input → output
Input
DocumentsText
Text
Code
DocumentsTextWeb pages
Output
Apps
Text
Apps
AppsText
Skill level
Intermediate
Intermediate
Advanced
Intermediate
Categories
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Development & CodeAI Developer Tools
Development & CodeProductivity & OfficeAI AgentAI Developer Tools+1 more
Business & MarketingChatbots & CompanionsAI ChatbotAI Customer Service+1 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
9
5
7
10
Agents
–
Chatbots
–
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No-code
–
–
Agent creation
–
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Developer tools
–
–
Workflows
–
–
AI governance
–
–
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API integrations
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–
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Chatbot building
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–
–
Customer support
–
–
–
Customer support chatbot
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–
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MCP
–
–
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APIs
–
–
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Chatbot integration
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LLM development
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–
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LLM gateway
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–
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LLM management
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Shopify customer support
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Cost management
–
–
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Development
–
–
–
LLM security guidance
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–
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Productivity
–
–
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Sales
–
–
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Website to chatbot
–
–
–
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.