Voiceflow vs Langflow vs Chatbase vs Yellow

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

Your tool
Voiceflow
vs
Competitor 1
Langflow
Competitor 2
Chatbase
Competitor 3
Yellow
Compare
4 tools · best value per row highlighted
Your tool Voiceflow
voiceflow.com
Design conversations visually
Remove
Competitor Langflow
langflow.org
Drag and drop AI
Make main Remove
Competitor Chatbase
chatbase.co
Train chatbots on your content
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
215.3Kvisits/mo
402.2Kvisits/mo
—
MoM change
▼ 5.8%
▼ 0.7%
▲ 2.0%
—
6-month growth
-35.3%
-4.9%
-12.4%
—
Global rank web
#93,201
#217,191
#84,220
—
Avg. last 3 months
407.5K
225.2K
412.6K
—
Bounce rate lower is better
38%
44%
44%
—
Pages / visit
5.2
2.2
6.9
—
Visit duration
3m 07s
1m 04s
4m 34s
—
Traffic sources
● Direct 75% · ● Referral 24%
● Direct 76% · ● Referral 24%
● Direct 81% · ● Referral 15%
—
VoiceflowLangflowChatbaseYellow
0150K300K450.1K600.1KVoiceflow · 600.1KVoiceflow · 574.1KVoiceflow · 561.6KVoiceflow · 513.7KVoiceflow · 594.8KVoiceflow · 462.6KVoiceflow · 454KVoiceflow · 429.1KVoiceflow · 408.5KVoiceflow · 385KLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KChatbase · 590.6KChatbase · 583.4KChatbase · 309.5KChatbase · 281.8KChatbase · 459KChatbase · 473.7KChatbase · 444.7KChatbase · 441.2KChatbase · 394.5KChatbase · 402.2K100K1MVoiceflow · 600.1KVoiceflow · 574.1KVoiceflow · 561.6KVoiceflow · 513.7KVoiceflow · 594.8KVoiceflow · 462.6KVoiceflow · 454KVoiceflow · 429.1KVoiceflow · 408.5KVoiceflow · 385KLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KChatbase · 590.6KChatbase · 583.4KChatbase · 309.5KChatbase · 281.8KChatbase · 459KChatbase · 473.7KChatbase · 444.7KChatbase · 441.2KChatbase · 394.5KChatbase · 402.2KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free
Freemium
Free
Starting price
Free tier
Free
$40per month · free tier available
Free
Free tier
Free trial
–
–
API access
Plans
—
—
Free FreeHobby $40/moStandard $150/moPro $500/mo+1 more
Free FreeEnterprise Custom
Capabilities input → output
Input
DocumentsText
Text
DocumentsTextWeb pages
DocumentsText
Output
Apps
Apps
AppsText
Apps
Skill level
Intermediate
Advanced
Intermediate
Advanced
Categories
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+3 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Business & MarketingChatbots & CompanionsAI ChatbotAI Customer Service+1 more
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+3 more
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
13
9
10
15
Agents
Chatbots
Customer support
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Customer support chatbot
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Agent creation
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No-code
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Chatbot building
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Voice agents
–
–
Call center automation
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Call answering
–
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Calls
–
–
Website to chatbot
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–
Call agents
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–
–
Chatbot integration
–
–
–
Customer support automation
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–
–
Developer tools
–
–
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Development
–
–
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LLM development
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–
–
Shopify customer support
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–
–
Workflows
–
–
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APIs
–
–
–
Agent testing
–
–
–
Conversation automation
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–
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Knowledge bases
–
–
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RAG
–
–
–
Sales
–
–
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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.