Pipefy vs LangGraph vs Chatbase

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

Your tool
Pipefy
vs
Competitor 1
LangGraph
Competitor 2
Chatbase
Competitor 3
Suggested competitors for Pipefy: Kissflow74% Rierino65% ROK Solution65% Zapier62% Appian62% Make60% Relay.app60% Sema4.ai60%
Compare
3 tools · best value per row highlighted
Your tool Pipefy
pipefy.com
Remove
Competitor 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.
Make main Remove
Competitor Chatbase
chatbase.co
Train chatbots on your content
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
2.7Mvisits/mo
—
402.2Kvisits/mo
MoM change
▲ 13.8%
—
▲ 2.0%
6-month growth
+18.7%
—
-12.4%
Global rank web
#17,377
—
#84,220
Avg. last 3 months
2.6M
—
412.6K
Bounce rate lower is better
45%
—
44%
Pages / visit
7.4
—
6.9
Visit duration
9m 54s
—
4m 34s
Traffic sources
● Direct 80% · ● Mail 13%
—
● Direct 81% · ● Referral 15%
PipefyLangGraphChatbase
0726.4K1.5M2.2M2.9MPipefy · 2.1MPipefy · 2.2MPipefy · 2.4MPipefy · 2.3MPipefy · 2.9MPipefy · 2.4MPipefy · 2.6MPipefy · 2.4MPipefy · 2.7MChatbase · 590.6KChatbase · 583.4KChatbase · 309.5KChatbase · 281.8KChatbase · 459KChatbase · 473.7KChatbase · 444.7KChatbase · 441.2KChatbase · 394.5KChatbase · 402.2K100K1M10MPipefy · 2.1MPipefy · 2.2MPipefy · 2.4MPipefy · 2.3MPipefy · 2.9MPipefy · 2.4MPipefy · 2.6MPipefy · 2.4MPipefy · 2.7MChatbase · 590.6KChatbase · 583.4KChatbase · 309.5KChatbase · 281.8KChatbase · 459KChatbase · 473.7KChatbase · 444.7KChatbase · 441.2KChatbase · 394.5KChatbase · 402.2KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Starting price
Free tier
$39per month · free tier available
$40per month · free tier available
Free tier
Free trial
–
–
API access
–
–
Plans
Starter FreeBusiness CustomEnterprise Custom
Developer FreePlus $39/moEnterprise Custom
Free FreeHobby $40/moStandard $150/moPro $500/mo+1 more
Capabilities input → output
Input
DataText
Code
DocumentsTextWeb pages
Output
Apps
Apps
AppsText
Skill level
Intermediate
Advanced
Intermediate
Categories
Development & CodeProductivity & OfficeAI AgentAI Workflow+1 more
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Business & MarketingChatbots & CompanionsAI ChatbotAI Customer Service+1 more
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
4
8
10
Agents
Agent creation
–
No-code
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Workflows
–
Chatbot building
–
–
Chatbots
–
–
Customer support
–
–
Customer support chatbot
–
–
Agent memory
–
–
Chatbot integration
–
–
Developer tools
–
–
Shopify customer support
–
–
Agent collaboration
–
–
LLM development
–
–
Sales
–
–
Self hosted
–
–
Website to chatbot
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–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
Saves
0
0
0
Reviews
0
0
0
Prompts
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.