Cloudgeni vs Langflow vs Haystack vs illumi

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

Your tool
Cloudgeni
vs
Competitor 1
Langflow
Competitor 2
Haystack
Competitor 3
illumi
Compare
4 tools · best value per row highlighted
Your tool Cloudgeni
cloudgeni.ai
Cloudgeni is an agentic AIOps service for cloud infrastructure.
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Competitor Langflow
langflow.org
Drag and drop AI
Make main Remove
Competitor Haystack
haystack.deepset.ai
Haystack is an open-source AI orchestration framework from deepset for building production-grade LLM applications and agents.
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Competitor illumi
illumi.one
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Traffic estimated monthly website traffic
Monthly visits
933visits/mo
215.3Kvisits/mo
—
4.8Kvisits/mo
MoM change
▼ 23.2%
▼ 0.7%
—
▲ 13.4%
6-month growth
—
-4.9%
—
-37.4%
Global rank web
#13,519,090
#217,191
—
#3,948,892
Avg. last 3 months
843
225.2K
—
4.7K
Bounce rate lower is better
33%
44%
—
34%
Pages / visit
1.7
2.2
—
2.1
Visit duration
27s
1m 04s
—
47s
Traffic sources
—
● Direct 76% · ● Referral 24%
—
—
CloudgeniLangflowHaystackillumi
073.8K147.7K221.5K295.3KCloudgeni · 1KCloudgeni · 1.3KCloudgeni · 381Cloudgeni · 1.2KCloudgeni · 933Langflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3Killumi · 3.9Killumi · 6.1Killumi · 5.9Killumi · 6.7Killumi · 7.7Killumi · 5.9Killumi · 6.9Killumi · 4.9Killumi · 4.2Killumi · 4.8K1001K10K100K1MCloudgeni · 1KCloudgeni · 1.3KCloudgeni · 381Cloudgeni · 1.2KCloudgeni · 933Langflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3Killumi · 3.9Killumi · 6.1Killumi · 5.9Killumi · 6.7Killumi · 7.7Killumi · 5.9Killumi · 6.9Killumi · 4.9Killumi · 4.2Killumi · 4.8KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Paid
Free
—
Freemium
Starting price
$449per month
Free
—
$12per month · free tier available
Free tier
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Free trial
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API access
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–
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Plans
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Starter FreePro $12/moTeam CustomDesign Partner $0
Capabilities input → output
Input
CodeDataText
Text
CodeDocuments
DocumentsText
Output
Code
Apps
Apps
Text
Skill level
Advanced
Advanced
Advanced
Beginner-friendly
Categories
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Chatbots & CompanionsProductivity & OfficeAI ChatbotAI Mind Mapping
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
9
7
5
Agents
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Developer tools
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Agent creation
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LLM development
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Cloud infrastructure
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DevOps
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No-code
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RAG
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–
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Visual workspace
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Chatbots
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–
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Development
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GitHub pull requests
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Infrastructure monitoring
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Mind maps
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Team collaboration
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Workflows
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APIs
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Agent memory
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Knowledge maps
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Self hosted
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Sre
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Virtual workspace
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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.