ChatBotKit vs Langflow vs Chatbase vs Rasa

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

Your tool
ChatBotKit
vs
Competitor 1
Langflow
Competitor 2
Chatbase
Competitor 3
Rasa
Compare
4 tools · best value per row highlighted
Your tool ChatBotKit
chatbotkit.com
ChatBotKit deploys your bot to WhatsApp and lets you spin up a custom agent with file-based task management and branded widgets
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Competitor Langflow
langflow.org
Drag and drop AI
Make main Remove
Competitor Chatbase
chatbase.co
Train chatbots on your content
Make main Remove
Competitor Rasa
rasa.com
Rasa is an agent platform for product teams building customer-facing AI.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
35.4Kvisits/mo
215.3Kvisits/mo
402.2Kvisits/mo
111.5Kvisits/mo
MoM change
▼ 12.0%
▼ 0.7%
▲ 2.0%
▼ 3.2%
6-month growth
-20.6%
-4.9%
-12.4%
-26.3%
Global rank web
#829,241
#217,191
#84,220
#375,963
Avg. last 3 months
42.7K
225.2K
412.6K
117.3K
Bounce rate lower is better
40%
44%
44%
41%
Pages / visit
1.8
2.2
6.9
1.9
Visit duration
10s
1m 04s
4m 34s
30s
Traffic sources
—
● Direct 76% · ● Referral 24%
● Direct 81% · ● Referral 15%
● Direct 78% · ● Referral 20%
ChatBotKitLangflowChatbaseRasa
0147.7K295.3K443K590.6KChatBotKit · 37.5KChatBotKit · 41.5KChatBotKit · 42.7KChatBotKit · 34.7KChatBotKit · 44.6KChatBotKit · 77.7KChatBotKit · 58.9KChatBotKit · 52.3KChatBotKit · 40.2KChatBotKit · 35.4KLangflow · 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 · 402.2KRasa · 145.7KRasa · 145.6KRasa · 177.1KRasa · 151.4KRasa · 144.6KRasa · 132.4KRasa · 125KRasa · 115.2KRasa · 111.5K10K100K1MChatBotKit · 37.5KChatBotKit · 41.5KChatBotKit · 42.7KChatBotKit · 34.7KChatBotKit · 44.6KChatBotKit · 77.7KChatBotKit · 58.9KChatBotKit · 52.3KChatBotKit · 40.2KChatBotKit · 35.4KLangflow · 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 · 402.2KRasa · 145.7KRasa · 145.6KRasa · 177.1KRasa · 151.4KRasa · 144.6KRasa · 132.4KRasa · 125KRasa · 115.2KRasa · 111.5KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free
Freemium
Freemium
Starting price
$25per month · free tier available
Free
$40per month · free tier available
Free tier
Free tier
Free trial
–
–
API access
–
Plans
Basic $25/moPro $65/moScale $365/moEnterprise Custom
—
Free FreeHobby $40/moStandard $150/moPro $500/mo+1 more
Free Developer Edition CustomEnterprise Custom
Capabilities input → output
Input
DocumentsTextWeb pages
Text
DocumentsTextWeb pages
CodeText
Output
Apps
Apps
AppsText
Apps
Skill level
Intermediate
Advanced
Intermediate
Advanced
Categories
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Business & MarketingChatbots & CompanionsAI ChatbotAI Customer Service+1 more
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
8
9
10
10
Agents
Chatbots
Customer support
–
Agent creation
–
Chatbot building
–
–
Customer support chatbot
–
–
No-code
–
–
Chatbot integration
–
–
Agent testing
–
–
–
Chatbot testing
–
–
–
Developer tools
–
–
–
Development
–
–
–
LLM development
–
–
–
Shopify customer support
–
–
–
Voice agents
–
–
–
Workflows
–
–
–
APIs
–
–
–
Agent management
–
–
–
Discord bots
–
–
–
MCP
–
–
–
On WhatsApp telegram
–
–
–
Sales
–
–
–
Website to chatbot
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 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.