Dify vs InitRunner vs LangChain vs Botpress

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

Your tool
Dify
vs
Competitor 1
IInitRunner
Competitor 2
LangChain
Competitor 3
Botpress
Compare
4 tools · best value per row highlighted
Your tool Dify
dify.ai
AI apps without code
Remove
Competitor IInitRunner
initrunner.ai
InitRunner is open source and free
Make main Remove
Competitor LangChain
langchain.com
Framework for building with large language models
Make main Remove
Competitor Botpress
botpress.com
Build AI chatbots for business
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
—
3.4Mvisits/mo
359.8Kvisits/mo
MoM change
▼ 16.6%
—
▲ 0.7%
▼ 5.1%
6-month growth
-30.6%
—
+21.0%
-17.4%
Global rank web
#39,510
—
#13,384
#153,242
Avg. last 3 months
1.1M
—
3.3M
371.2K
Bounce rate lower is better
41%
0%
42%
51%
Pages / visit
4.4
—
6.2
1.8
Visit duration
6m 40s
—
5m 29s
33s
Traffic sources
● Direct 84% · ● Referral 15%
—
● Direct 73% · ● Referral 24%
● Direct 86% · ● Referral 14%
DifyInitRunnerLangChainBotpress
0850.7K1.7M2.6M3.4MDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MLangChain · 3MLangChain · 2.9MLangChain · 3.2MLangChain · 2.8MLangChain · 3.4MLangChain · 3.2MLangChain · 3.1MLangChain · 3.4MLangChain · 3.4MBotpress · 540.9KBotpress · 598.6KBotpress · 626.4KBotpress · 435.4KBotpress · 399.7KBotpress · 355.6KBotpress · 374.4KBotpress · 379.3KBotpress · 359.8K100K1M10MDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MLangChain · 3MLangChain · 2.9MLangChain · 3.2MLangChain · 2.8MLangChain · 3.4MLangChain · 3.2MLangChain · 3.1MLangChain · 3.4MLangChain · 3.4MBotpress · 540.9KBotpress · 598.6KBotpress · 626.4KBotpress · 435.4KBotpress · 399.7KBotpress · 355.6KBotpress · 374.4KBotpress · 379.3KBotpress · 359.8KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free
Freemium
Freemium
Starting price
$590per month · free tier available
Free
$39per month · free tier available
Free tier
Free tier
Free trial
–
–
–
API access
–
–
Plans
Sandbox FreeProfessional $590/yrTeam $1,590/yrEnterprise Custom
—
Developer FreePlus $39/moEnterprise Custom/mo
Botpress Pricing $25/mo
Capabilities input → output
Input
DocumentsText
DocumentsText
CodeText
DocumentsText
Output
Apps
AppsText
Apps
Apps
Skill level
Intermediate
Advanced
Advanced
Intermediate
Categories
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
9
5
6
8
Agent creation
Agents
Developer tools
–
Chatbots
–
–
LLM development
–
–
No-code
–
–
Development
–
–
Chatbot building
–
–
–
Workflows
–
–
–
Chatbot integration
–
–
–
Customer support
–
–
–
Customer support chatbot
–
–
–
Agent memory
–
–
–
Agent testing
–
–
–
Productivity
–
–
–
RAG
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 1
▲ 0
▲ 1
▲ 1
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.