Voiceflow vs Dify vs Weaviate vs Yellow

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

Your tool
Voiceflow
vs
Competitor 1
Dify
Competitor 2
Weaviate
Competitor 3
Yellow
Compare
4 tools · best value per row highlighted
Your tool Voiceflow
voiceflow.com
Design conversations visually
Remove
Competitor Dify
dify.ai
AI apps without code
Make main Remove
Competitor Weaviate
weaviate.io
Search that understands meaning
Make main Remove
Competitor Yellow
yellow.ai
Yellow.ai is an enterprise platform for building AI agents that handle customer and employee conversations.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
385Kvisits/mo
1Mvisits/mo
154.2Kvisits/mo
—
MoM change
▼ 5.8%
▼ 16.6%
▼ 11.8%
—
6-month growth
-35.3%
-30.6%
-7.0%
—
Global rank web
#93,201
#39,510
#293,589
—
Avg. last 3 months
407.5K
1.1M
155.7K
—
Bounce rate lower is better
38%
41%
41%
—
Pages / visit
5.2
4.4
1.9
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Visit duration
3m 07s
6m 40s
50s
—
Traffic sources
● Direct 75% · ● Referral 24%
● Direct 84% · ● Referral 15%
● Direct 82% · ● Referral 18%
—
VoiceflowDifyWeaviateYellow
0368.2K736.4K1.1M1.5MVoiceflow · 600.1KVoiceflow · 574.1KVoiceflow · 561.6KVoiceflow · 513.7KVoiceflow · 594.8KVoiceflow · 462.6KVoiceflow · 454KVoiceflow · 429.1KVoiceflow · 408.5KVoiceflow · 385KDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MWeaviate · 226KWeaviate · 193.3KWeaviate · 188.9KWeaviate · 165.9KWeaviate · 184.5KWeaviate · 169.2KWeaviate · 137.9KWeaviate · 174.8KWeaviate · 154.2K100K1M10MVoiceflow · 600.1KVoiceflow · 574.1KVoiceflow · 561.6KVoiceflow · 513.7KVoiceflow · 594.8KVoiceflow · 462.6KVoiceflow · 454KVoiceflow · 429.1KVoiceflow · 408.5KVoiceflow · 385KDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MWeaviate · 226KWeaviate · 193.3KWeaviate · 188.9KWeaviate · 165.9KWeaviate · 184.5KWeaviate · 169.2KWeaviate · 137.9KWeaviate · 174.8KWeaviate · 154.2KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Free
Starting price
Free tier
$590per month · free tier available
$45per month · free tier available
Free
Free tier
Free trial
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–
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API access
Plans
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Sandbox FreeProfessional $590/yrTeam $1,590/yrEnterprise Custom
Free FreeFlex $45/moPremium $0
Free FreeEnterprise Custom
Capabilities input → output
Input
DocumentsText
DocumentsText
DataImagesText
DocumentsText
Output
Apps
Apps
Data
Apps
Skill level
Intermediate
Intermediate
Advanced
Advanced
Categories
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+3 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Development & CodeAI Developer Tools
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+3 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
13
9
6
15
Agents
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Agent creation
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Chatbots
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Customer support
–
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Voice agents
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Customer support chatbot
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Call center automation
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Developer tools
–
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No-code
–
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Call answering
–
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Calls
–
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Chatbot building
–
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LLM development
–
–
Vector databases
–
–
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Workflows
–
–
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Call agents
–
–
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Customer support automation
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–
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Databases
–
–
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APIs
–
–
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Agent testing
–
–
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Conversation automation
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–
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Development
–
–
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Information retrieval
–
–
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Knowledge bases
–
–
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Productivity
–
–
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RAG
–
–
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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
▲ 1
▲ 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.