Windmill vs Dify vs Cloudgeni vs LiteLLM

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

Your tool
Windmill
vs
Competitor 1
Dify
Competitor 2
Cloudgeni
Competitor 3
LiteLLM
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 Dify
dify.ai
AI apps without code
Make main Remove
Competitor Cloudgeni
cloudgeni.ai
Cloudgeni is an agentic AIOps service for cloud infrastructure.
Make main Remove
Competitor LiteLLM
litellm.ai
LiteLLM is an open-source AI gateway and LLM proxy that puts more than 140 providers and 1,800 models behind one OpenAI-compatible API key.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
1Mvisits/mo
933visits/mo
—
MoM change
—
▼ 16.6%
▼ 23.2%
—
6-month growth
—
-30.6%
—
—
Global rank web
—
#39,510
#13,519,090
—
Avg. last 3 months
—
1.1M
843
—
Bounce rate lower is better
—
41%
33%
—
Pages / visit
—
4.4
1.7
—
Visit duration
—
6m 40s
27s
—
Traffic sources
—
● Direct 84% · ● Referral 15%
—
—
WindmillDifyCloudgeniLiteLLM
0368.2K736.4K1.1M1.5MDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MCloudgeni · 1KCloudgeni · 1.3KCloudgeni · 381Cloudgeni · 1.2KCloudgeni · 9331001K10K100K1M10MDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MCloudgeni · 1KCloudgeni · 1.3KCloudgeni · 381Cloudgeni · 1.2KCloudgeni · 933Nov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Paid
Free
Starting price
$120per month · free tier available
$590per month · free tier available
$449per month
Free
Free tier
–
Free trial
–
API access
–
Plans
Free and Open-source (self-host) FreeEnterprise $120/mo
Sandbox FreeProfessional $590/yrTeam $1,590/yrEnterprise Custom
—
Open Source FreeEnterprise Custom
Capabilities input → output
Input
Code
DocumentsText
CodeDataText
Text
Output
Apps
Apps
Code
DataText
Skill level
Advanced
Intermediate
Advanced
Advanced
Categories
Development & CodeProductivity & OfficeAI Developer ToolsAI Workflow+1 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Development & CodeProductivity & OfficeAI APIAI Developer Tools+1 more
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
9
9
7
8
Developer tools
Agents
–
Workflows
–
–
Agent creation
–
–
No-code
–
–
Self hosted
–
–
APIs
–
–
Cloud infrastructure
–
–
–
DevOps
–
–
–
LLM gateway
–
–
–
LLM management
–
–
–
Model routing
–
–
–
Chatbots
–
–
–
GitHub pull requests
–
–
–
Infrastructure monitoring
–
–
–
LLM development
–
–
–
Process automation
–
–
–
API management
–
–
–
Development
–
–
–
MCP
–
–
–
Productivity
–
–
–
Sre
–
–
–
Workflow deployment
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 1
▲ 0
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
0
0
Verified listing
–
–
–
–

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.