Langflow vs Chatbase vs Weaviate vs Botsonic

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

Your tool
Langflow
vs
Competitor 1
Chatbase
Competitor 2
Weaviate
Competitor 3
Botsonic
Compare
4 tools · best value per row highlighted
Your tool Langflow
langflow.org
Drag and drop AI
Remove
Competitor Chatbase
chatbase.co
Train chatbots on your content
Make main Remove
Competitor Weaviate
weaviate.io
Search that understands meaning
Make main Remove
Competitor Botsonic
writesonic.com
Botsonic is a no-code builder for AI chatbots that learn from your own content.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
215.3Kvisits/mo
402.2Kvisits/mo
154.2Kvisits/mo
—
MoM change
▼ 0.7%
▲ 2.0%
▼ 11.8%
—
6-month growth
-4.9%
-12.4%
-7.0%
—
Global rank web
#217,191
#84,220
#293,589
—
Avg. last 3 months
225.2K
412.6K
155.7K
—
Bounce rate lower is better
44%
44%
41%
—
Pages / visit
2.2
6.9
1.9
—
Visit duration
1m 04s
4m 34s
50s
—
Traffic sources
● Direct 76% · ● Referral 24%
● Direct 81% · ● Referral 15%
● Direct 82% · ● Referral 18%
—
LangflowChatbaseWeaviateBotsonic
0147.7K295.3K443K590.6KLangflow · 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 · 402.2KWeaviate · 226KWeaviate · 193.3KWeaviate · 188.9KWeaviate · 165.9KWeaviate · 184.5KWeaviate · 169.2KWeaviate · 137.9KWeaviate · 174.8KWeaviate · 154.2K100K1MLangflow · 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 · 402.2KWeaviate · 226KWeaviate · 193.3KWeaviate · 188.9KWeaviate · 165.9KWeaviate · 184.5KWeaviate · 169.2KWeaviate · 137.9KWeaviate · 174.8KWeaviate · 154.2KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free
Freemium
Freemium
Free Trial
Starting price
Free
$40per month · free tier available
$45per month · free tier available
$16per month
Free tier
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Free trial
–
–
API access
Plans
—
Free FreeHobby $40/moStandard $150/moPro $500/mo+1 more
Free FreeFlex $45/moPremium $0
Starter $16/moProfessional $41/moAdvanced $249/moEnterprise Custom
Capabilities input → output
Input
Text
DocumentsTextWeb pages
DataImagesText
DocumentsTextWeb pages
Output
Apps
AppsText
Data
Apps
Skill level
Advanced
Intermediate
Advanced
Beginner-friendly
Categories
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Business & MarketingChatbots & CompanionsAI ChatbotAI Customer Service+1 more
Development & CodeAI Developer Tools
Business & MarketingChatbots & CompanionsAI ChatbotAI Customer Service
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
9
10
6
12
Chatbots
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No-code
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Chatbot building
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Agents
–
–
Customer support
–
–
Customer support chatbot
–
–
Developer tools
–
–
LLM development
–
–
Website to chatbot
–
–
APIs
–
–
Vector databases
–
–
–
Agent creation
–
–
–
Chatbot integration
–
–
–
Customer engagement
–
–
–
Customer support automation
–
–
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Databases
–
–
–
Development
–
–
–
Knowledge bases
–
–
–
Shopify customer support
–
–
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Workflows
–
–
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Customer leads
–
–
–
Information retrieval
–
–
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Sales
–
–
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Sales chatbots
–
–
–
WhatsApp customer engagement
–
–
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 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.