Windmill vs Langflow vs Cloudgeni vs Anyscale

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
Cloudgeni
Competitor 3
Anyscale
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 Langflow
langflow.org
Drag and drop AI
Make main Remove
Competitor Cloudgeni
cloudgeni.ai
Cloudgeni is an agentic AIOps service for cloud infrastructure.
Make main Remove
Competitor Anyscale
anyscale.com
Scale AI effortlessly
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
215.3Kvisits/mo
933visits/mo
79.1Kvisits/mo
MoM change
—
▼ 0.7%
▼ 23.2%
▼ 25.4%
6-month growth
—
-4.9%
—
-21.0%
Global rank web
—
#217,191
#13,519,090
#330,039
Avg. last 3 months
—
225.2K
843
90.4K
Bounce rate lower is better
—
44%
33%
42%
Pages / visit
—
2.2
1.7
3.3
Visit duration
—
1m 04s
27s
1m 53s
Traffic sources
—
● Direct 76% · ● Referral 24%
—
● Direct 81% · ● Referral 15%
WindmillLangflowCloudgeniAnyscale
073.8K147.7K221.5K295.3KLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KCloudgeni · 1KCloudgeni · 1.3KCloudgeni · 381Cloudgeni · 1.2KCloudgeni · 933Anyscale · 98.7KAnyscale · 93.3KAnyscale · 86.3KAnyscale · 89.2KAnyscale · 100.1KAnyscale · 67.9KAnyscale · 72KAnyscale · 86KAnyscale · 106.1KAnyscale · 79.1K1001K10K100K1MLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KCloudgeni · 1KCloudgeni · 1.3KCloudgeni · 381Cloudgeni · 1.2KCloudgeni · 933Anyscale · 98.7KAnyscale · 93.3KAnyscale · 86.3KAnyscale · 89.2KAnyscale · 100.1KAnyscale · 67.9KAnyscale · 72KAnyscale · 86KAnyscale · 106.1KAnyscale · 79.1KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free
Paid
Freemium
Starting price
$120per month · free tier available
Free
$449per month
—
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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—
Free Trial FreePay-as-you-go Custom/moCommitted Custom/mo
Capabilities input → output
Input
Code
Text
CodeDataText
CodeData
Output
Apps
Apps
Code
Data
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeProductivity & OfficeAI Developer ToolsAI Workflow+1 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
9
9
7
5
Agents
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Developer tools
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Workflows
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No-code
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Agent creation
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–
Development
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LLM development
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APIs
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–
Cloud infrastructure
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–
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DevOps
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–
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GPU infrastructure
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–
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Model training
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–
–
Chatbots
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–
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Cloud computing
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–
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GitHub pull requests
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Infrastructure monitoring
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–
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Process automation
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–
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Self hosted
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–
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Sre
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–
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Workflow deployment
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–
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 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.