Dify vs Pipecat vs Cloudgeni vs Stack AI

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

Your tool
Dify
vs
Competitor 1
Pipecat
Competitor 2
Cloudgeni
Competitor 3
Stack AI
Compare
4 tools · best value per row highlighted
Your tool Dify
dify.ai
AI apps without code
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Competitor Pipecat
pipecat.ai
Pipecat is an open-source Python framework for building voice and multimodal AI agents that talk in real time.
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Competitor Cloudgeni
cloudgeni.ai
Cloudgeni is an agentic AIOps service for cloud infrastructure.
Make main Remove
Competitor Stack AI
stack-ai.com
Connect AI models visually
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
—
933visits/mo
6.3Kvisits/mo
MoM change
▼ 16.6%
—
▼ 23.2%
▼ 57.9%
6-month growth
-30.6%
—
—
-93.7%
Global rank web
#39,510
—
#13,519,090
#1,700,092
Avg. last 3 months
1.1M
—
843
13.9K
Bounce rate lower is better
41%
—
33%
39%
Pages / visit
4.4
—
1.7
1.8
Visit duration
6m 40s
—
27s
14s
Traffic sources
● Direct 84% · ● Referral 15%
—
—
—
DifyPipecatCloudgeniStack AI
0368.2K736.4K1.1M1.5MDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MCloudgeni · 1KCloudgeni · 1.3KCloudgeni · 381Cloudgeni · 1.2KCloudgeni · 933Stack AI · 143.4KStack AI · 153.7KStack AI · 167.9KStack AI · 160KStack AI · 99.4KStack AI · 35.9KStack AI · 17.4KStack AI · 20.6KStack AI · 14.9KStack AI · 6.3K1001K10K100K1M10MDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MCloudgeni · 1KCloudgeni · 1.3KCloudgeni · 381Cloudgeni · 1.2KCloudgeni · 933Stack AI · 143.4KStack AI · 153.7KStack AI · 167.9KStack AI · 160KStack AI · 99.4KStack AI · 35.9KStack AI · 17.4KStack AI · 20.6KStack AI · 14.9KStack AI · 6.3KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free
Paid
Freemium
Starting price
$590per month · free tier available
Free
$449per month
Free tier
Free tier
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Free trial
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–
API access
–
–
Plans
Sandbox FreeProfessional $590/yrTeam $1,590/yrEnterprise Custom
Open source Free
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Capabilities input → output
Input
DocumentsText
AudioTextVideo
CodeDataText
DataDocumentsText
Output
Apps
AudioText
Code
Apps
Skill level
Intermediate
Advanced
Advanced
Intermediate
Categories
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Development & CodeProductivity & OfficeVoice & SpeechAI Agent+2 more
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Development & CodeProductivity & OfficeAI AgentAI Workflow+1 more
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
9
10
7
7
Agents
Agent creation
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Developer tools
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No-code
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Workflows
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Cloud infrastructure
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–
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DevOps
–
–
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Voice agents
–
–
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Business automation
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–
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Chatbots
–
–
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GitHub pull requests
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–
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Infrastructure monitoring
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LLM development
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Process automation
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–
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Voice
–
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Voice assistance
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Agent collaboration
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–
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Agent testing
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–
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Call agents
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–
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Development
–
–
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Finance workflow automation
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–
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Productivity
–
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Self hosted
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–
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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
▲ 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.