Langflow vs Voiceflow vs Dify vs Chatbase

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

Your tool
Langflow
vs
Competitor 1
Voiceflow
Competitor 2
Dify
Competitor 3
Chatbase
Compare
4 tools · best value per row highlighted
Your tool Langflow
langflow.org
Drag and drop AI
Remove
Competitor Voiceflow
voiceflow.com
Design conversations visually
Make main Remove
Competitor Dify
dify.ai
AI apps without code
Make main Remove
Competitor Chatbase
chatbase.co
Train chatbots on your content
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
215.3Kvisits/mo
385Kvisits/mo
1Mvisits/mo
402.2Kvisits/mo
MoM change
▼ 0.7%
▼ 5.8%
▼ 16.6%
▲ 2.0%
6-month growth
-4.9%
-35.3%
-30.6%
-12.4%
Global rank web
#217,191
#93,201
#39,510
#84,220
Avg. last 3 months
225.2K
407.5K
1.1M
412.6K
Bounce rate lower is better
44%
38%
41%
44%
Pages / visit
2.2
5.2
4.4
6.9
Visit duration
1m 04s
3m 07s
6m 40s
4m 34s
Traffic sources
● Direct 76% · ● Referral 24%
● Direct 75% · ● Referral 24%
● Direct 84% · ● Referral 15%
● Direct 81% · ● Referral 15%
LangflowVoiceflowDifyChatbase
0368.2K736.4K1.1M1.5MLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KVoiceflow · 600.1KVoiceflow · 574.1KVoiceflow · 561.6KVoiceflow · 513.7KVoiceflow · 594.8KVoiceflow · 462.6KVoiceflow · 454KVoiceflow · 429.1KVoiceflow · 408.5KVoiceflow · 385KDify · 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 · 402.2K100K1M10MLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KVoiceflow · 600.1KVoiceflow · 574.1KVoiceflow · 561.6KVoiceflow · 513.7KVoiceflow · 594.8KVoiceflow · 462.6KVoiceflow · 454KVoiceflow · 429.1KVoiceflow · 408.5KVoiceflow · 385KDify · 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 · 402.2KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free
Freemium
Freemium
Freemium
Starting price
Free
Free tier
$590per month · free tier available
$40per 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
Capabilities input → output
Input
Text
DocumentsText
DocumentsText
DocumentsTextWeb pages
Output
Apps
Apps
Apps
AppsText
Skill level
Advanced
Intermediate
Intermediate
Intermediate
Categories
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+3 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Business & MarketingChatbots & CompanionsAI ChatbotAI Customer Service+1 more
Tasks what each tool can do · 3 shared · core   partial
Tasks covered
9
13
9
10
Agents
Chatbots
No-code
Agent creation
–
Customer support
–
–
Customer support chatbot
–
–
Chatbot building
–
–
Workflows
–
–
Developer tools
–
–
LLM development
–
–
Development
–
–
Website to chatbot
–
–
Voice agents
–
–
–
Call agents
–
–
–
Call center automation
–
–
–
Calls
–
–
–
Chatbot integration
–
–
–
Shopify customer support
–
–
–
APIs
–
–
–
Call answering
–
–
–
Productivity
–
–
–
Sales
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 1
▲ 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.