Langflow vs Chatbase vs Weaviate vs FastBots

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
FastBots
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 FastBots
fastbots.ai
FastBots is a no-code platform for building AI-powered chatbots trained on your own business data
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
215.3Kvisits/mo
402.2Kvisits/mo
154.2Kvisits/mo
110.6Kvisits/mo
MoM change
▼ 0.7%
▲ 2.0%
▼ 11.8%
▲ 6.8%
6-month growth
-4.9%
-12.4%
-7.0%
+13.2%
Global rank web
#217,191
#84,220
#293,589
#400,314
Avg. last 3 months
225.2K
412.6K
155.7K
101.3K
Bounce rate lower is better
44%
44%
41%
39%
Pages / visit
2.2
6.9
1.9
1.8
Visit duration
1m 04s
4m 34s
50s
7s
Traffic sources
● Direct 76% · ● Referral 24%
● Direct 81% · ● Referral 15%
● Direct 82% · ● Referral 18%
● Direct 77% · ● Referral 18%
LangflowChatbaseWeaviateFastBots
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 · 154.2KFastBots · 140.5KFastBots · 136.4KFastBots · 156.8KFastBots · 130.4KFastBots · 97.7KFastBots · 79.1KFastBots · 68KFastBots · 89.9KFastBots · 103.5KFastBots · 110.6K10K100K1MLangflow · 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 · 154.2KFastBots · 140.5KFastBots · 136.4KFastBots · 156.8KFastBots · 130.4KFastBots · 97.7KFastBots · 79.1KFastBots · 68KFastBots · 89.9KFastBots · 103.5KFastBots · 110.6KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free
Freemium
Freemium
Freemium
Starting price
Free
$40per month · free tier available
$45per month · free tier available
$33per month
Free tier
–
Free trial
–
–
API access
–
Plans
—
Free FreeHobby $40/moStandard $150/moPro $500/mo+1 more
Free FreeFlex $45/moPremium $0
Essential $33/moBusiness $75/moPremium $165/moReseller $333/mo
Capabilities input → output
Input
Text
DocumentsTextWeb pages
DataImagesText
DataDocumentsWeb pages
Output
Apps
AppsText
Data
Apps
Skill level
Advanced
Intermediate
Advanced
Intermediate
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+1 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
9
10
6
9
Chatbots
–
Chatbot building
–
–
Customer support
–
–
Customer support chatbot
–
–
Agents
–
–
No-code
–
–
Chatbot integration
–
–
Developer tools
–
–
Website to chatbot
–
–
LLM development
–
–
APIs
–
–
Vector databases
–
–
–
Agent creation
–
–
–
Databases
–
–
–
Development
–
–
–
Knowledge-driven chatting
–
–
–
Lead generation
–
–
–
Shopify customer support
–
–
–
Workflows
–
–
–
Information retrieval
–
–
–
Sales
–
–
–
Sales chatbots
–
–
–
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
–
–
–
–

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.