Dify vs Chatbase vs Microsoft Copilot Studio vs LangChain

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

Your tool
Dify
vs
Competitor 1
Chatbase
Competitor 2
Microsoft Copilot Studio
Competitor 3
LangChain
Compare
4 tools · best value per row highlighted
Your tool Dify
dify.ai
AI apps without code
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Competitor Chatbase
chatbase.co
Train chatbots on your content
Make main Remove
Competitor Microsoft Copilot Studio
microsoft.com
Builders can add conversational chat or voice agents, give them autonomous capabilities such as planning and escalating work items, and connect them to business data through more than 1,500 pre-bui...
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Competitor LangChain
langchain.com
Framework for building with large language models
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
402.2Kvisits/mo
—
3.4Mvisits/mo
MoM change
▼ 16.6%
▲ 2.0%
—
▲ 0.7%
6-month growth
-30.6%
-12.4%
—
+21.0%
Global rank web
#39,510
#84,220
—
#13,384
Avg. last 3 months
1.1M
412.6K
—
3.3M
Bounce rate lower is better
41%
44%
—
42%
Pages / visit
4.4
6.9
—
6.2
Visit duration
6m 40s
4m 34s
—
5m 29s
Traffic sources
● Direct 84% · ● Referral 15%
● Direct 81% · ● Referral 15%
—
● Direct 73% · ● Referral 24%
DifyChatbaseMicrosoft Copilot StudioLangChain
0850.7K1.7M2.6M3.4MDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MChatbase · 590.6KChatbase · 583.4KChatbase · 309.5KChatbase · 281.8KChatbase · 459KChatbase · 473.7KChatbase · 444.7KChatbase · 441.2KChatbase · 394.5KChatbase · 402.2KLangChain · 3MLangChain · 2.9MLangChain · 3.2MLangChain · 2.8MLangChain · 3.4MLangChain · 3.2MLangChain · 3.1MLangChain · 3.4MLangChain · 3.4M100K1M10MDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MChatbase · 590.6KChatbase · 583.4KChatbase · 309.5KChatbase · 281.8KChatbase · 459KChatbase · 473.7KChatbase · 444.7KChatbase · 441.2KChatbase · 394.5KChatbase · 402.2KLangChain · 3MLangChain · 2.9MLangChain · 3.2MLangChain · 2.8MLangChain · 3.4MLangChain · 3.2MLangChain · 3.1MLangChain · 3.4MLangChain · 3.4MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Free Trial
Freemium
Starting price
$590per month · free tier available
$40per month · free tier available
$18per month
$39per month · free tier available
Free tier
–
Free trial
–
–
API access
–
–
Plans
Sandbox FreeProfessional $590/yrTeam $1,590/yrEnterprise Custom
Free FreeHobby $40/moStandard $150/moPro $500/mo+1 more
Microsoft 365 Business Standard with Copilot $23.50/moMicrosoft 365 Copilot Business $18/moMicrosoft 365 Business Premium with Copilot $32/mo
Developer FreePlus $39/moEnterprise Custom/mo
Capabilities input → output
Input
DocumentsText
DocumentsTextWeb pages
DataDocumentsText
CodeText
Output
Apps
AppsText
Apps
Apps
Skill level
Intermediate
Intermediate
Intermediate
Advanced
Categories
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Business & MarketingChatbots & CompanionsAI ChatbotAI Customer Service+1 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
9
10
11
6
Agents
Agent creation
–
No-code
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Chatbots
–
Chatbot building
–
–
LLM development
–
–
Workflows
–
–
Customer support chatbot
–
–
Developer tools
–
–
Development
–
–
Customer support
–
–
–
Agent management
–
–
–
Chatbot integration
–
–
–
MCP
–
–
–
Shopify customer support
–
–
–
Voice agents
–
–
–
Agent testing
–
–
–
Productivity
–
–
–
Sales
–
–
–
Voice chatting
–
–
–
Website to chatbot
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 1
▲ 0
▲ 0
▲ 1
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.