Dify vs Qdrant vs Chatbase vs Rivet

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

Your tool
Dify
vs
Competitor 1
Qdrant
Competitor 2
Chatbase
Competitor 3
Rivet
Compare
4 tools · best value per row highlighted
Your tool Dify
dify.ai
AI apps without code
Remove
Competitor Qdrant
qdrant.tech
Vectors at scale
Make main Remove
Competitor Chatbase
chatbase.co
Train chatbots on your content
Make main Remove
Competitor Rivet
rivet.ironcladapp.com
Rivet is an open-source visual programming environment for building AI agents with large language models.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
310.5Kvisits/mo
402.2Kvisits/mo
—
MoM change
▼ 16.6%
▲ 0.3%
▲ 2.0%
—
6-month growth
-30.6%
-6.1%
-12.4%
—
Global rank web
#39,510
#175,101
#84,220
—
Avg. last 3 months
1.1M
306.8K
412.6K
—
Bounce rate lower is better
41%
50%
44%
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Pages / visit
4.4
1.8
6.9
—
Visit duration
6m 40s
1m 13s
4m 34s
—
Traffic sources
● Direct 84% · ● Referral 15%
● Direct 75% · ● Referral 24%
● Direct 81% · ● Referral 15%
—
DifyQdrantChatbaseRivet
0368.2K736.4K1.1M1.5MDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MQdrant · 315.9KQdrant · 319.2KQdrant · 363.4KQdrant · 330.7KQdrant · 354.7KQdrant · 315.9KQdrant · 300.2KQdrant · 309.7KQdrant · 310.5KChatbase · 590.6KChatbase · 583.4KChatbase · 309.5KChatbase · 281.8KChatbase · 459KChatbase · 473.7KChatbase · 444.7KChatbase · 441.2KChatbase · 394.5KChatbase · 402.2K100K1M10MDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MQdrant · 315.9KQdrant · 319.2KQdrant · 363.4KQdrant · 330.7KQdrant · 354.7KQdrant · 315.9KQdrant · 300.2KQdrant · 309.7KQdrant · 310.5KChatbase · 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
Free
Starting price
$590per month · free tier available
Free tier
$40per month · free tier available
Free
Free tier
Free trial
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–
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API access
Plans
Sandbox FreeProfessional $590/yrTeam $1,590/yrEnterprise Custom
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Free FreeHobby $40/moStandard $150/moPro $500/mo+1 more
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Capabilities input → output
Input
DocumentsText
Data
DocumentsTextWeb pages
Text
Output
Apps
Data
AppsText
Apps
Skill level
Intermediate
Advanced
Intermediate
Advanced
Categories
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Development & CodeAI Developer Tools
Business & MarketingChatbots & CompanionsAI ChatbotAI Customer Service+1 more
Development & CodeProductivity & OfficeAI AgentAI Developer Tools+1 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
9
7
10
5
Agents
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No-code
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Developer tools
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Agent creation
–
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Chatbots
–
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LLM development
–
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Development
–
–
Chatbot building
–
–
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Customer support
–
–
–
Customer support chatbot
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–
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Vector databases
–
–
–
Workflows
–
–
–
Chatbot integration
–
–
–
Database search
–
–
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Databases
–
–
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Shopify customer support
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–
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Vector indexes
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–
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Database management
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–
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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.