Windmill vs Cloudgeni 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
Cloudgeni
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 Cloudgeni
cloudgeni.ai
Cloudgeni is an agentic AIOps service for cloud infrastructure.
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
—
933visits/mo
3.4Mvisits/mo
—
MoM change
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▼ 23.2%
▲ 0.7%
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6-month growth
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+21.0%
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Global rank web
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#13,519,090
#13,384
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Avg. last 3 months
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843
3.3M
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Bounce rate lower is better
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33%
42%
0%
Pages / visit
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1.7
6.2
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Visit duration
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27s
5m 29s
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Traffic sources
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● Direct 73% · ● Referral 24%
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WindmillCloudgeniLangChainAutoFlo
0850.7K1.7M2.6M3.4MCloudgeni · 1KCloudgeni · 1.3KCloudgeni · 381Cloudgeni · 1.2KCloudgeni · 933LangChain · 3MLangChain · 2.9MLangChain · 3.2MLangChain · 2.8MLangChain · 3.4MLangChain · 3.2MLangChain · 3.1MLangChain · 3.4MLangChain · 3.4M1001K10K100K1M10MCloudgeni · 1KCloudgeni · 1.3KCloudgeni · 381Cloudgeni · 1.2KCloudgeni · 933LangChain · 3MLangChain · 2.9MLangChain · 3.2MLangChain · 2.8MLangChain · 3.4MLangChain · 3.2MLangChain · 3.1MLangChain · 3.4MLangChain · 3.4MNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Freemium
Paid
Freemium
Freemium
Starting price
$120per month · free tier available
$449per month
$39per month · free tier available
£41.58per month
Free tier
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Free trial
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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
CodeDataText
CodeText
DocumentsText
Output
Apps
Code
Apps
Apps
Skill level
Advanced
Advanced
Advanced
Intermediate
Categories
Development & CodeProductivity & OfficeAI Developer ToolsAI Workflow+1 more
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Productivity & OfficeAI Workflow
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
9
7
6
9
Agents
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Developer tools
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Workflows
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Process automation
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Agent creation
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Workflow deployment
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Business automation
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Cloud infrastructure
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DevOps
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LLM development
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Workflow optimization
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Business process analysis
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Development
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GitHub pull requests
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Infrastructure monitoring
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Process optimization
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Self hosted
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Task automation
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APIs
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Agent testing
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Business optimization
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No-code
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Sre
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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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▲ 1
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Saves
0
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Reviews
0
0
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0
Prompts
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.