Haystack vs Chatbase vs Langflow vs AutoGen

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

Your tool
Haystack
vs
Competitor 1
Chatbase
Competitor 2
Langflow
Competitor 3
AutoGen
Compare
4 tools · best value per row highlighted
Your tool Haystack
haystack.deepset.ai
Haystack is an open-source AI orchestration framework from deepset for building production-grade LLM applications and agents.
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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 AutoGen
microsoft.github.io
AutoGen is an open-source framework from Microsoft for building AI agents and multi-agent applications.
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Traffic estimated monthly website traffic
Monthly visits
—
402.2Kvisits/mo
215.3Kvisits/mo
—
MoM change
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▲ 2.0%
▼ 0.7%
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6-month growth
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-12.4%
-4.9%
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Global rank web
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#84,220
#217,191
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Avg. last 3 months
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412.6K
225.2K
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Bounce rate lower is better
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44%
44%
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Pages / visit
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6.9
2.2
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Visit duration
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4m 34s
1m 04s
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Traffic sources
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● Direct 81% · ● Referral 15%
● Direct 76% · ● Referral 24%
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HaystackChatbaseLangflowAutoGen
0147.7K295.3K443K590.6KChatbase · 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 · 215.3K100K1MChatbase · 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
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Freemium
Free
Free
Starting price
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$40per month · free tier available
Free
Free
Free tier
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Free trial
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–
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API access
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Plans
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Free FreeHobby $40/moStandard $150/moPro $500/mo+1 more
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Capabilities input → output
Input
CodeDocuments
DocumentsTextWeb pages
Text
CodeText
Output
Apps
AppsText
Apps
AppsCode
Skill level
Advanced
Intermediate
Advanced
Advanced
Categories
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Business & MarketingChatbots & CompanionsAI ChatbotAI Customer Service+1 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
7
10
9
7
Agents
Agent creation
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Developer tools
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LLM development
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No-code
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Chatbots
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Self hosted
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Chatbot building
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–
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Customer support
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Customer support chatbot
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RAG
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Agent collaboration
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–
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Chatbot integration
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–
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Development
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Shopify customer support
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Workflows
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APIs
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Agent memory
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Sales
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Website to chatbot
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
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Saves
0
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Reviews
0
0
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Prompts
0
0
0
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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.