Windmill vs Make vs Dify vs Zilliz Cloud

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

Your tool
Windmill
vs
Competitor 1
Make
Competitor 2
Dify
Competitor 3
Zilliz Cloud
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.
Remove
Competitor Make
make.com
Visual automation for complex workflows
Make main Remove
Competitor Dify
dify.ai
AI apps without code
Make main Remove
Competitor Zilliz Cloud
zilliz.com
Zilliz Cloud is a fully managed vector database service from the creators of Milvus, now described as a Vector Lakebase.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
69visits/mo
1Mvisits/mo
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MoM change
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▼ 100.0%
▼ 16.6%
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6-month growth
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-100.0%
-30.6%
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Global rank web
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#7,796
#39,510
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Avg. last 3 months
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3.7M
1.1M
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Bounce rate lower is better
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30%
41%
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Pages / visit
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8.4
4.4
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Visit duration
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7m 47s
6m 40s
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Traffic sources
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● Direct 91% · ● Referral 6%
● Direct 84% · ● Referral 15%
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WindmillMakeDifyZilliz Cloud
01.7M3.3M5M6.7MMake · 5.1MMake · 5.2MMake · 5.4MMake · 5MMake · 6.1MMake · 5.9MMake · 6.7MMake · 5.8MMake · 5.3MMake · 69Dify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1M101001K10K100K1M10MMake · 5.1MMake · 5.2MMake · 5.4MMake · 5MMake · 6.1MMake · 5.9MMake · 6.7MMake · 5.8MMake · 5.3MMake · 69Dify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$120per month · free tier available
$6per month · free tier available
$590per month · free tier available
$197per month · free tier available
Free tier
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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Sandbox FreeProfessional $590/yrTeam $1,590/yrEnterprise Custom
Free FreeStandard FreeEnterprise $197/moBusiness Critical Custom
Capabilities input → output
Input
Code
DataText
DocumentsText
Data
Output
Apps
Apps
Apps
Data
Skill level
Advanced
Intermediate
Intermediate
Advanced
Categories
Development & CodeProductivity & OfficeAI Developer ToolsAI Workflow+1 more
Development & CodeProductivity & OfficeAI AgentAI Workflow+1 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Development & CodeAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
4
6
9
3
Workflows
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No-code
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Agent creation
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Agents
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Developer tools
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Vector databases
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API integrations
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Chatbots
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LLM development
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Self hosted
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Vector indexes
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Agent management
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Cloud data management
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Development
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Productivity
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Workflow deployment
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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.