Chatbase vs Dify vs Langflow vs FastBots

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

Your tool
Chatbase
vs
Competitor 1
Dify
Competitor 2
Langflow
Competitor 3
FastBots
Compare
4 tools · best value per row highlighted
Your tool Chatbase
chatbase.co
Train chatbots on your content
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Competitor Dify
dify.ai
AI apps without code
Make main Remove
Competitor Langflow
langflow.org
Drag and drop AI
Make main Remove
Competitor FastBots
fastbots.ai
FastBots is a no-code platform for building AI-powered chatbots trained on your own business data
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
402.2Kvisits/mo
1Mvisits/mo
215.3Kvisits/mo
110.6Kvisits/mo
MoM change
▲ 2.0%
▼ 16.6%
▼ 0.7%
▲ 6.8%
6-month growth
-12.4%
-30.6%
-4.9%
+13.2%
Global rank web
#84,220
#39,510
#217,191
#400,314
Avg. last 3 months
412.6K
1.1M
225.2K
101.3K
Bounce rate lower is better
44%
41%
44%
39%
Pages / visit
6.9
4.4
2.2
1.8
Visit duration
4m 34s
6m 40s
1m 04s
7s
Traffic sources
● Direct 81% · ● Referral 15%
● Direct 84% · ● Referral 15%
● Direct 76% · ● Referral 24%
● Direct 77% · ● Referral 18%
ChatbaseDifyLangflowFastBots
0368.2K736.4K1.1M1.5MChatbase · 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 · 1MLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KFastBots · 140.5KFastBots · 136.4KFastBots · 156.8KFastBots · 130.4KFastBots · 97.7KFastBots · 79.1KFastBots · 68KFastBots · 89.9KFastBots · 103.5KFastBots · 110.6K10K100K1M10MChatbase · 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 · 1MLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KFastBots · 140.5KFastBots · 136.4KFastBots · 156.8KFastBots · 130.4KFastBots · 97.7KFastBots · 79.1KFastBots · 68KFastBots · 89.9KFastBots · 103.5KFastBots · 110.6KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Free
Freemium
Starting price
$40per month · free tier available
$590per month · free tier available
Free
$33per month
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
—
Essential $33/moBusiness $75/moPremium $165/moReseller $333/mo
Capabilities input → output
Input
DocumentsTextWeb pages
DocumentsText
Text
DataDocumentsWeb pages
Output
AppsText
Apps
Apps
Apps
Skill level
Intermediate
Intermediate
Advanced
Intermediate
Categories
Business & MarketingChatbots & CompanionsAI ChatbotAI Customer Service+1 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Business & MarketingChatbots & CompanionsAI ChatbotAI Customer Service+1 more
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
10
9
9
9
Chatbots
Agents
–
No-code
–
Chatbot building
–
–
Customer support
–
–
Customer support chatbot
–
–
Agent creation
–
–
Workflows
–
–
Chatbot integration
–
–
Developer tools
–
–
LLM development
–
–
Website to chatbot
–
–
Development
–
–
Knowledge-driven chatting
–
–
–
Lead generation
–
–
–
Shopify customer support
–
–
–
APIs
–
–
–
Productivity
–
–
–
Sales
–
–
–
Sales chatbots
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 1
▲ 0
▲ 0
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.