Langflow vs Chatbase vs Cloudgeni vs Dify

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
Cloudgeni
Competitor 3
Dify
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 Cloudgeni
cloudgeni.ai
Cloudgeni is an agentic AIOps service for cloud infrastructure.
Make main Remove
Competitor Dify
dify.ai
AI apps without code
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
215.3Kvisits/mo
402.2Kvisits/mo
933visits/mo
1Mvisits/mo
MoM change
▼ 0.7%
▲ 2.0%
▼ 23.2%
▼ 16.6%
6-month growth
-4.9%
-12.4%
—
-30.6%
Global rank web
#217,191
#84,220
#13,519,090
#39,510
Avg. last 3 months
225.2K
412.6K
843
1.1M
Bounce rate lower is better
44%
44%
33%
41%
Pages / visit
2.2
6.9
1.7
4.4
Visit duration
1m 04s
4m 34s
27s
6m 40s
Traffic sources
● Direct 76% · ● Referral 24%
● Direct 81% · ● Referral 15%
—
● Direct 84% · ● Referral 15%
LangflowChatbaseCloudgeniDify
0368.2K736.4K1.1M1.5MLangflow · 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 · 402.2KCloudgeni · 1KCloudgeni · 1.3KCloudgeni · 381Cloudgeni · 1.2KCloudgeni · 933Dify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1M1001K10K100K1M10MLangflow · 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 · 402.2KCloudgeni · 1KCloudgeni · 1.3KCloudgeni · 381Cloudgeni · 1.2KCloudgeni · 933Dify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free
Freemium
Paid
Freemium
Starting price
Free
$40per month · free tier available
$449per month
$590per month · free tier available
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
Capabilities input → output
Input
Text
DocumentsTextWeb pages
CodeDataText
DocumentsText
Output
Apps
AppsText
Code
Apps
Skill level
Advanced
Intermediate
Advanced
Intermediate
Categories
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Business & MarketingChatbots & CompanionsAI ChatbotAI Customer Service+1 more
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
9
10
7
9
Agents
No-code
–
Chatbots
–
Developer tools
–
Agent creation
–
–
Workflows
–
–
LLM development
–
–
Development
–
–
Chatbot building
–
–
–
Cloud infrastructure
–
–
–
Customer support
–
–
–
Customer support chatbot
–
–
–
DevOps
–
–
–
Chatbot integration
–
–
–
GitHub pull requests
–
–
–
Infrastructure monitoring
–
–
–
Shopify customer support
–
–
–
APIs
–
–
–
Productivity
–
–
–
Sales
–
–
–
Sre
–
–
–
Website to chatbot
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 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.