ChatNode vs Chatbase vs Langflow vs Yellow

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

Your tool
ChatNode
vs
Competitor 1
Chatbase
Competitor 2
Langflow
Competitor 3
Yellow
Compare
4 tools · best value per row highlighted
Your tool ChatNode
chatnode.ai
ChatNode builds AI customer service agents that handle support queries and execute actions through API calls
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Competitor Chatbase
chatbase.co
Train chatbots on your content
Make main Remove
Competitor Langflow
langflow.org
Drag and drop AI
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Competitor Yellow
yellow.ai
Yellow.ai is an enterprise platform for building AI agents that handle customer and employee conversations.
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Traffic estimated monthly website traffic
Monthly visits
7.9Kvisits/mo
402.2Kvisits/mo
215.3Kvisits/mo
—
MoM change
▼ 56.0%
▲ 2.0%
▼ 0.7%
—
6-month growth
-13.9%
-12.4%
-4.9%
—
Global rank web
#1,061,283
#84,220
#217,191
—
Avg. last 3 months
12.2K
412.6K
225.2K
—
Bounce rate lower is better
39%
44%
44%
—
Pages / visit
4.9
6.9
2.2
—
Visit duration
2m 20s
4m 34s
1m 04s
—
Traffic sources
● Direct 97% · ● Mail 3%
● Direct 81% · ● Referral 15%
● Direct 76% · ● Referral 24%
—
ChatNodeChatbaseLangflowYellow
0147.7K295.3K443K590.6KChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KChatbase · 590.6KChatbase · 583.4KChatbase · 309.5KChatbase · 281.8KChatbase · 459KChatbase · 473.7KChatbase · 444.7KChatbase · 441.2KChatbase · 394.5KChatbase · 402.2KLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3K1K10K100K1MChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KChatbase · 590.6KChatbase · 583.4KChatbase · 309.5KChatbase · 281.8KChatbase · 459KChatbase · 473.7KChatbase · 444.7KChatbase · 441.2KChatbase · 394.5KChatbase · 402.2KLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free Trial
Freemium
Free
Free
Starting price
$35per month
$40per month · free tier available
Free
Free
Free tier
–
Free trial
–
–
API access
Plans
Lite $35/moStandard $89/moScale $377/moEnterprise Custom
Free FreeHobby $40/moStandard $150/moPro $500/mo+1 more
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Free FreeEnterprise Custom
Capabilities input → output
Input
DocumentsTextWeb pages
DocumentsTextWeb pages
Text
DocumentsText
Output
Apps
AppsText
Apps
Apps
Skill level
Intermediate
Intermediate
Advanced
Advanced
Categories
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Business & MarketingChatbots & CompanionsAI ChatbotAI Customer Service+1 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+3 more
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
9
10
9
15
Agents
Chatbots
Customer support
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Customer support chatbot
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Chatbot building
–
Agent creation
–
–
No-code
–
–
Customer support automation
–
–
Chatbot integration
–
–
Knowledge bases
–
–
Website to chatbot
–
–
Voice agents
–
–
–
Call answering
–
–
–
Call center automation
–
–
–
Developer tools
–
–
–
Development
–
–
–
LLM development
–
–
–
Shopify customer support
–
–
–
Workflows
–
–
–
APIs
–
–
–
Agent testing
–
–
–
Calls
–
–
–
Conversation automation
–
–
–
RAG
–
–
–
Sales
–
–
–
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.