Chatbase vs Dify vs Weaviate vs Langflow

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

Your tool
Chatbase
vs
Competitor 1
Dify
Competitor 2
Weaviate
Competitor 3
Langflow
Compare
4 tools · best value per row highlighted
Your tool Chatbase
chatbase.co
Train chatbots on your content
Remove
Competitor Dify
dify.ai
AI apps without code
Make main Remove
Competitor Weaviate
weaviate.io
Search that understands meaning
Make main Remove
Competitor Langflow
langflow.org
Drag and drop AI
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
402.2Kvisits/mo
1Mvisits/mo
154.2Kvisits/mo
215.3Kvisits/mo
MoM change
▲ 2.0%
▼ 16.6%
▼ 11.8%
▼ 0.7%
6-month growth
-12.4%
-30.6%
-7.0%
-4.9%
Global rank web
#84,220
#39,510
#293,589
#217,191
Avg. last 3 months
412.6K
1.1M
155.7K
225.2K
Bounce rate lower is better
44%
41%
41%
44%
Pages / visit
6.9
4.4
1.9
2.2
Visit duration
4m 34s
6m 40s
50s
1m 04s
Traffic sources
● Direct 81% · ● Referral 15%
● Direct 84% · ● Referral 15%
● Direct 82% · ● Referral 18%
● Direct 76% · ● Referral 24%
ChatbaseDifyWeaviateLangflow
0368.2K736.4K1.1M1.5MChatbase · 590.6KChatbase · 583.4KChatbase · 309.5KChatbase · 281.8KChatbase · 459KChatbase · 473.7KChatbase · 444.7KChatbase · 441.2KChatbase · 394.5KChatbase · 402.2KDify · 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 · 154.2KLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3K100K1M10MChatbase · 590.6KChatbase · 583.4KChatbase · 309.5KChatbase · 281.8KChatbase · 459KChatbase · 473.7KChatbase · 444.7KChatbase · 441.2KChatbase · 394.5KChatbase · 402.2KDify · 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 · 154.2KLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Free
Starting price
$40per month · free tier available
$590per month · free tier available
$45per month · free tier available
Free
Free tier
Free trial
–
–
–
API access
Plans
Free FreeHobby $40/moStandard $150/moPro $500/mo+1 more
Sandbox FreeProfessional $590/yrTeam $1,590/yrEnterprise Custom
Free FreeFlex $45/moPremium $0
—
Capabilities input → output
Input
DocumentsTextWeb pages
DocumentsText
DataImagesText
Text
Output
AppsText
Apps
Data
Apps
Skill level
Intermediate
Intermediate
Advanced
Advanced
Categories
Business & MarketingChatbots & CompanionsAI ChatbotAI Customer Service+1 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Development & CodeAI Developer Tools
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
10
9
0
9
Agents
–
No-code
–
Chatbots
–
Agent creation
–
–
Workflows
–
–
Developer tools
–
–
LLM development
–
–
Development
–
–
Chatbot building
–
–
–
Customer support
–
–
–
Customer support chatbot
–
–
–
Chatbot integration
–
–
–
Shopify customer support
–
–
–
APIs
–
–
–
Productivity
–
–
–
Sales
–
–
–
Website to chatbot
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 1
▲ 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.