Cloudgeni vs Scale AI vs Pipedream vs Dify

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

Your tool
Cloudgeni
vs
Competitor 1
Scale AI
Competitor 2
Pipedream
Competitor 3
Dify
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 Scale AI
scale.com
Scale AI supplies the data and evaluation services behind many of the world's leading AI models, and it also builds applied AI systems for enterprises and governments.
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Competitor Pipedream
pipedream.com
Pipedream is an integration layer for AI agents.
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Competitor Dify
dify.ai
AI apps without code
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Traffic estimated monthly website traffic
Monthly visits
933visits/mo
—
—
1Mvisits/mo
MoM change
▼ 23.2%
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—
▼ 16.6%
6-month growth
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—
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-30.6%
Global rank web
#13,519,090
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#39,510
Avg. last 3 months
843
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1.1M
Bounce rate lower is better
33%
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41%
Pages / visit
1.7
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—
4.4
Visit duration
27s
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—
6m 40s
Traffic sources
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● Direct 84% · ● Referral 15%
CloudgeniScale AIPipedreamDify
0368.2K736.4K1.1M1.5MCloudgeni · 1KCloudgeni · 1.3KCloudgeni · 381Cloudgeni · 1.2KCloudgeni · 933Dify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1M1001K10K100K1M10MCloudgeni · 1KCloudgeni · 1.3KCloudgeni · 381Cloudgeni · 1.2KCloudgeni · 933Dify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Paid
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Freemium
Freemium
Starting price
$449per month
—
$99per month · free tier available
$590per month · free tier available
Free tier
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Free trial
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API access
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Plans
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Free FreeStartup $99/moBusiness Custom
Sandbox FreeProfessional $590/yrTeam $1,590/yrEnterprise Custom
Capabilities input → output
Input
CodeDataText
Data
Code
DocumentsText
Output
Code
Data
Apps
Apps
Skill level
Advanced
Advanced
Advanced
Intermediate
Categories
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeProductivity & OfficeAI AgentAI Developer Tools+1 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
4
7
9
Agents
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Developer tools
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Agent creation
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Workflows
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LLM development
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API integrations
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Cloud infrastructure
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Data labeling
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DevOps
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MCP
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No-code
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APIs
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Chatbots
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Generative AI evaluation
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GitHub pull requests
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Infrastructure monitoring
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Development
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Model training
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Productivity
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Sre
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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
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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.