Dify vs Haystack vs illumi vs Cloudgeni

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

Your tool
Dify
vs
Competitor 1
Haystack
Competitor 2
illumi
Competitor 3
Cloudgeni
Compare
4 tools · best value per row highlighted
Your tool Dify
dify.ai
AI apps without code
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Competitor Haystack
haystack.deepset.ai
Haystack is an open-source AI orchestration framework from deepset for building production-grade LLM applications and agents.
Make main Remove
Competitor illumi
illumi.one
Make main Remove
Competitor Cloudgeni
cloudgeni.ai
Cloudgeni is an agentic AIOps service for cloud infrastructure.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
—
4.8Kvisits/mo
933visits/mo
MoM change
▼ 16.6%
—
▲ 13.4%
▼ 23.2%
6-month growth
-30.6%
—
-37.4%
—
Global rank web
#39,510
—
#3,948,892
#13,519,090
Avg. last 3 months
1.1M
—
4.7K
843
Bounce rate lower is better
41%
—
34%
33%
Pages / visit
4.4
—
2.1
1.7
Visit duration
6m 40s
—
47s
27s
Traffic sources
● Direct 84% · ● Referral 15%
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—
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DifyHaystackillumiCloudgeni
0368.2K736.4K1.1M1.5MDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1Millumi · 3.9Killumi · 6.1Killumi · 5.9Killumi · 6.7Killumi · 7.7Killumi · 5.9Killumi · 6.9Killumi · 4.9Killumi · 4.2Killumi · 4.8KCloudgeni · 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 · 1Millumi · 3.9Killumi · 6.1Killumi · 5.9Killumi · 6.7Killumi · 7.7Killumi · 5.9Killumi · 6.9Killumi · 4.9Killumi · 4.2Killumi · 4.8KCloudgeni · 1KCloudgeni · 1.3KCloudgeni · 381Cloudgeni · 1.2KCloudgeni · 933Nov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
—
Freemium
Paid
Starting price
$590per month · free tier available
—
$12per month · free tier available
$449per month
Free tier
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Free trial
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API access
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Plans
Sandbox FreeProfessional $590/yrTeam $1,590/yrEnterprise Custom
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Starter FreePro $12/moTeam CustomDesign Partner $0
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Capabilities input → output
Input
DocumentsText
CodeDocuments
DocumentsText
CodeDataText
Output
Apps
Apps
Text
Code
Skill level
Intermediate
Advanced
Beginner-friendly
Advanced
Categories
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Chatbots & CompanionsProductivity & OfficeAI ChatbotAI Mind Mapping
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
9
7
5
7
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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Visual workspace
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Workflows
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Chatbots
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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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Agent memory
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Development
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Knowledge maps
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Productivity
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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
▲ 1
▲ 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.