Windmill vs Langflow vs Cloudgeni vs LangChain

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
LangChain
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 LangChain
langchain.com
Framework for building with large language models
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
215.3Kvisits/mo
933visits/mo
3.4Mvisits/mo
MoM change
—
▼ 0.7%
▼ 23.2%
▲ 0.7%
6-month growth
—
-4.9%
—
+21.0%
Global rank web
—
#217,191
#13,519,090
#13,384
Avg. last 3 months
—
225.2K
843
3.3M
Bounce rate lower is better
—
44%
33%
42%
Pages / visit
—
2.2
1.7
6.2
Visit duration
—
1m 04s
27s
5m 29s
Traffic sources
—
● Direct 76% · ● Referral 24%
—
● Direct 73% · ● Referral 24%
WindmillLangflowCloudgeniLangChain
0850.7K1.7M2.6M3.4MLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KCloudgeni · 1KCloudgeni · 1.3KCloudgeni · 381Cloudgeni · 1.2KCloudgeni · 933LangChain · 3MLangChain · 2.9MLangChain · 3.2MLangChain · 2.8MLangChain · 3.4MLangChain · 3.2MLangChain · 3.1MLangChain · 3.4MLangChain · 3.4M1001K10K100K1M10MLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KCloudgeni · 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
Free
Paid
Freemium
Starting price
$120per month · free tier available
Free
$449per month
$39per month · free tier available
Free tier
–
Free trial
–
–
API access
–
–
Plans
Free and Open-source (self-host) FreeEnterprise $120/mo
—
—
Developer FreePlus $39/moEnterprise Custom/mo
Capabilities input → output
Input
Code
Text
CodeDataText
CodeText
Output
Apps
Apps
Code
Apps
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 & CodeProductivity & OfficeAI AgentAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
4
9
1
6
Developer tools
–
Agents
–
–
Agent creation
–
–
LLM development
–
–
Workflows
–
–
Development
–
–
No-code
–
–
–
Chatbots
–
–
–
Self hosted
–
–
–
APIs
–
–
–
Agent testing
–
–
–
Infrastructure monitoring
–
–
–
Workflow deployment
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 1
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.