LangChain vs Chatbase vs Dify vs AutoGen

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

Your tool
LangChain
vs
Competitor 1
Chatbase
Competitor 2
Dify
Competitor 3
AutoGen
Compare
4 tools · best value per row highlighted
Your tool LangChain
langchain.com
Framework for building with large language models
Remove
Competitor Chatbase
chatbase.co
Train chatbots on your content
Make main Remove
Competitor Dify
dify.ai
AI apps without code
Make main Remove
Competitor AutoGen
microsoft.github.io
AutoGen is an open-source framework from Microsoft for building AI agents and multi-agent applications.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
3.4Mvisits/mo
402.2Kvisits/mo
1Mvisits/mo
—
MoM change
▲ 0.7%
▲ 2.0%
▼ 16.6%
—
6-month growth
+21.0%
-12.4%
-30.6%
—
Global rank web
#13,384
#84,220
#39,510
—
Avg. last 3 months
3.3M
412.6K
1.1M
—
Bounce rate lower is better
42%
44%
41%
—
Pages / visit
6.2
6.9
4.4
—
Visit duration
5m 29s
4m 34s
6m 40s
—
Traffic sources
● Direct 73% · ● Referral 24%
● Direct 81% · ● Referral 15%
● Direct 84% · ● Referral 15%
—
LangChainChatbaseDifyAutoGen
0850.7K1.7M2.6M3.4MLangChain · 3MLangChain · 2.9MLangChain · 3.2MLangChain · 2.8MLangChain · 3.4MLangChain · 3.2MLangChain · 3.1MLangChain · 3.4MLangChain · 3.4MChatbase · 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 · 1M100K1M10MLangChain · 3MLangChain · 2.9MLangChain · 3.2MLangChain · 2.8MLangChain · 3.4MLangChain · 3.2MLangChain · 3.1MLangChain · 3.4MLangChain · 3.4MChatbase · 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 · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Free
Starting price
$39per month · free tier available
$40per month · free tier available
$590per month · free tier available
Free
Free tier
Free trial
–
–
–
API access
–
Plans
Developer FreePlus $39/moEnterprise Custom/mo
Free FreeHobby $40/moStandard $150/moPro $500/mo+1 more
Sandbox FreeProfessional $590/yrTeam $1,590/yrEnterprise Custom
—
Capabilities input → output
Input
CodeText
DocumentsTextWeb pages
DocumentsText
CodeText
Output
Apps
AppsText
Apps
AppsCode
Skill level
Advanced
Intermediate
Intermediate
Advanced
Categories
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Business & MarketingChatbots & CompanionsAI ChatbotAI Customer Service+1 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
6
10
9
7
Agents
Agent creation
–
Developer tools
–
LLM development
–
No-code
–
Chatbots
–
–
Development
–
–
Chatbot building
–
–
–
Customer support
–
–
–
Customer support chatbot
–
–
–
Workflows
–
–
–
Agent collaboration
–
–
–
Chatbot integration
–
–
–
Shopify customer support
–
–
–
Agent testing
–
–
–
Productivity
–
–
–
Sales
–
–
–
Self hosted
–
–
–
Website to chatbot
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 1
▲ 0
▲ 1
▲ 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.