LangGraph vs ChatNode vs Langflow vs Pipecat

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

Your tool
LangGraph
vs
Competitor 1
ChatNode
Competitor 2
Langflow
Competitor 3
Pipecat
Compare
4 tools · best value per row highlighted
Your tool LangGraph
langchain.com
LangGraph is an open-source agent runtime and low-level orchestration framework for building AI agents that behave reliably on complex tasks.
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Competitor ChatNode
chatnode.ai
ChatNode builds AI customer service agents that handle support queries and execute actions through API calls
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Competitor Langflow
langflow.org
Drag and drop AI
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Competitor Pipecat
pipecat.ai
Pipecat is an open-source Python framework for building voice and multimodal AI agents that talk in real time.
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Traffic estimated monthly website traffic
Monthly visits
—
7.9Kvisits/mo
215.3Kvisits/mo
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MoM change
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▼ 56.0%
▼ 0.7%
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6-month growth
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-13.9%
-4.9%
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Global rank web
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#1,061,283
#217,191
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Avg. last 3 months
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12.2K
225.2K
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Bounce rate lower is better
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39%
44%
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Pages / visit
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4.9
2.2
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Visit duration
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2m 20s
1m 04s
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Traffic sources
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● Direct 97% · ● Mail 3%
● Direct 76% · ● Referral 24%
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LangGraphChatNodeLangflowPipecat
073.8K147.7K221.5K295.3KChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KLangflow · 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 · 7.9KLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free Trial
Free
Free
Starting price
$39per month · free tier available
$35per month
Free
Free
Free tier
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Free trial
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API access
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Plans
Developer FreePlus $39/moEnterprise Custom
Lite $35/moStandard $89/moScale $377/moEnterprise Custom
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Open source Free
Capabilities input → output
Input
Code
DocumentsTextWeb pages
Text
AudioTextVideo
Output
Apps
Apps
Apps
AudioText
Skill level
Advanced
Intermediate
Advanced
Advanced
Categories
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Development & CodeProductivity & OfficeVoice & SpeechAI Agent+2 more
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
8
9
9
10
Agents
Agent creation
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Developer tools
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Chatbots
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Workflows
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LLM development
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Agent collaboration
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Self hosted
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Customer support
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Customer support chatbot
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No-code
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Voice agents
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–
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Agent memory
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–
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Customer support automation
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Development
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Knowledge bases
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Voice
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Voice assistance
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Website to chatbot
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APIs
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Agent testing
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Call agents
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Chatbot building
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Chatbot integration
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
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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.