Dify vs Pipedream vs Kuberns vs Pipecat

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

Your tool
Dify
vs
Competitor 1
Pipedream
Competitor 2
Kuberns
Competitor 3
Pipecat
Compare
4 tools · best value per row highlighted
Your tool Dify
dify.ai
AI apps without code
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Competitor Pipedream
pipedream.com
Pipedream is an integration layer for AI agents.
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Competitor Kuberns
kuberns.com
Deploy your project in minutes with an AI-agentic platform.
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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.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
—
51.7Kvisits/mo
—
MoM change
▼ 16.6%
—
▲ 11.6%
—
6-month growth
-30.6%
—
-4.8%
—
Global rank web
#39,510
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#389,451
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Avg. last 3 months
1.1M
—
47.8K
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Bounce rate lower is better
41%
—
27%
—
Pages / visit
4.4
—
8.8
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Visit duration
6m 40s
—
14m 35s
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Traffic sources
● Direct 84% · ● Referral 15%
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● Direct 83% · ● Referral 16%
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DifyPipedreamKubernsPipecat
0368.2K736.4K1.1M1.5MDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MKuberns · 54.3KKuberns · 42.4KKuberns · 48.4KKuberns · 45.4KKuberns · 46.3KKuberns · 51.7K10K100K1M10MDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MKuberns · 54.3KKuberns · 42.4KKuberns · 48.4KKuberns · 45.4KKuberns · 46.3KKuberns · 51.7KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Free
Starting price
$590per month · free tier available
$99per month · free tier available
$7per month · free tier available
Free
Free tier
Free trial
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–
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API access
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Plans
Sandbox FreeProfessional $590/yrTeam $1,590/yrEnterprise Custom
Free FreeStartup $99/moBusiness Custom
Free Trial FreeStarter $7/moBasic $12/moStandard $20/mo+2 more
Open source Free
Capabilities input → output
Input
DocumentsText
Code
Code
AudioTextVideo
Output
Apps
Apps
Apps
AudioText
Skill level
Intermediate
Advanced
Advanced
Advanced
Categories
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Development & CodeProductivity & OfficeAI AgentAI Developer Tools+1 more
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Development & CodeProductivity & OfficeVoice & SpeechAI Agent+2 more
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
9
4
6
9
Developer tools
Agents
Agent creation
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Development
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MCP
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No-code
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Voice agents
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Workflows
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Chatbots
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DevOps
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LLM development
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–
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Voice
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Voice assistance
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Workflow deployment
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Agent collaboration
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Agent testing
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Call agents
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Cloud DevOps advice
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Productivity
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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.