LangGraph vs Flowise vs Windmill vs Amazon Bedrock AgentCore

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

Your tool
LangGraph
vs
Competitor 1
Flowise
Competitor 2
Windmill
Competitor 3
Amazon Bedrock AgentCore
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 Flowise
flowiseai.com
No-code AI workflows
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Competitor Windmill
windmill.dev
Windmill is an open-source, code-first orchestration platform for internal software.
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Competitor Amazon Bedrock AgentCore
aws.amazon.com
Amazon Bedrock AgentCore is an AWS service for building, connecting and running AI agents in production.
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Traffic estimated monthly website traffic
Monthly visits
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168.3Kvisits/mo
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MoM change
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▼ 27.6%
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6-month growth
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-14.1%
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Global rank web
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#239,649
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Avg. last 3 months
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203.8K
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Bounce rate lower is better
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43%
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Pages / visit
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2.8
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Visit duration
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1m 23s
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Traffic sources
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● Direct 79% · ● Referral 19%
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LangGraphFlowiseWindmillAmazon Bedrock AgentCore
063.6K127.2K190.8K254.4KFlowise · 254.4KFlowise · 249KFlowise · 240.1KFlowise · 195.9KFlowise · 226.4KFlowise · 223.8KFlowise · 210.5KFlowise · 232.5KFlowise · 168.3K100K1MFlowise · 254.4KFlowise · 249KFlowise · 240.1KFlowise · 195.9KFlowise · 226.4KFlowise · 223.8KFlowise · 210.5KFlowise · 232.5KFlowise · 168.3KNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Freemium
Freemium
Freemium
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Starting price
$39per month · free tier available
$35per month · free tier available
$120per month · free tier available
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Free tier
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Free trial
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API access
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Plans
Developer FreePlus $39/moEnterprise Custom
Free FreeStarter $35/moPro $65/mo
Free and Open-source (self-host) FreeEnterprise $120/mo
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Capabilities input → output
Input
Code
DocumentsText
Code
CodeText
Output
Apps
Apps
Apps
Apps
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Development & CodeProductivity & OfficeAI Developer ToolsAI Workflow+1 more
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
8
10
9
8
Agent creation
Agents
Workflows
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Developer tools
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No-code
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Agent collaboration
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Self hosted
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APIs
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Workflow deployment
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Agent management
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Agent memory
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Chatbot building
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Chatbots
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Process automation
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AI observability
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Agent identity verification
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Agent testing
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Chatbot integration
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Development
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LLM development
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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
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Reviews
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Prompts
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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.