Windmill vs Langflow vs LangChain vs AutoFlo

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

Your tool
Windmill
vs
Competitor 1
Langflow
Competitor 2
LangChain
Competitor 3
AAutoFlo
Compare
4 tools · best value per row highlighted
Your tool Windmill
windmill.dev
Windmill is an open-source, code-first orchestration platform for internal software.
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Competitor Langflow
langflow.org
Drag and drop AI
Make main Remove
Competitor LangChain
langchain.com
Framework for building with large language models
Make main Remove
Competitor AAutoFlo
autoflo.lovable.app
You open AutoFlo and immediately upload a process document or answer questions about your business operations
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
215.3Kvisits/mo
3.4Mvisits/mo
—
MoM change
—
▼ 0.7%
▲ 0.7%
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6-month growth
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-4.9%
+21.0%
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Global rank web
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#217,191
#13,384
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Avg. last 3 months
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225.2K
3.3M
—
Bounce rate lower is better
—
44%
42%
0%
Pages / visit
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2.2
6.2
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Visit duration
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1m 04s
5m 29s
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Traffic sources
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● Direct 76% · ● Referral 24%
● Direct 73% · ● Referral 24%
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WindmillLangflowLangChainAutoFlo
0850.7K1.7M2.6M3.4MLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KLangChain · 3MLangChain · 2.9MLangChain · 3.2MLangChain · 2.8MLangChain · 3.4MLangChain · 3.2MLangChain · 3.1MLangChain · 3.4MLangChain · 3.4M100K1M10MLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KLangChain · 3MLangChain · 2.9MLangChain · 3.2MLangChain · 2.8MLangChain · 3.4MLangChain · 3.2MLangChain · 3.1MLangChain · 3.4MLangChain · 3.4MNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Freemium
Free
Freemium
Freemium
Starting price
$120per month · free tier available
Free
$39per month · free tier available
£41.58per month
Free tier
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Free trial
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–
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API access
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Plans
Free and Open-source (self-host) FreeEnterprise $120/mo
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Developer FreePlus $39/moEnterprise Custom/mo
Founding Member £499
Capabilities input → output
Input
Code
Text
CodeText
DocumentsText
Output
Apps
Apps
Apps
Apps
Skill level
Advanced
Advanced
Advanced
Intermediate
Categories
Development & CodeProductivity & OfficeAI Developer ToolsAI Workflow+1 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Productivity & OfficeAI Workflow
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
9
9
6
9
Workflows
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Agents
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Agent creation
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Developer tools
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LLM development
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Process automation
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Development
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No-code
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Workflow deployment
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APIs
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Business automation
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Workflow optimization
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–
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Business process analysis
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–
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Chatbots
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–
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Process optimization
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–
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Self hosted
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–
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Task automation
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Agent testing
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Business optimization
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 1
▲ 0
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.