Pipedream vs Dify vs Pipecat vs Langflow

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

Your tool
Pipedream
vs
Competitor 1
Dify
Competitor 2
Pipecat
Competitor 3
Langflow
Compare
4 tools · best value per row highlighted
Your tool Pipedream
pipedream.com
Pipedream is an integration layer for AI agents.
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Competitor Dify
dify.ai
AI apps without code
Make main Remove
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 Langflow
langflow.org
Drag and drop AI
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Traffic estimated monthly website traffic
Monthly visits
—
1Mvisits/mo
—
215.3Kvisits/mo
MoM change
—
▼ 16.6%
—
▼ 0.7%
6-month growth
—
-30.6%
—
-4.9%
Global rank web
—
#39,510
—
#217,191
Avg. last 3 months
—
1.1M
—
225.2K
Bounce rate lower is better
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41%
—
44%
Pages / visit
—
4.4
—
2.2
Visit duration
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6m 40s
—
1m 04s
Traffic sources
—
● Direct 84% · ● Referral 15%
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● Direct 76% · ● Referral 24%
PipedreamDifyPipecatLangflow
0368.2K736.4K1.1M1.5MDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3K100K1M10MDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Free
Free
Starting price
$99per month · free tier available
$590per month · free tier available
Free
Free
Free tier
Free trial
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–
–
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API access
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Plans
Free FreeStartup $99/moBusiness Custom
Sandbox FreeProfessional $590/yrTeam $1,590/yrEnterprise Custom
Open source Free
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Capabilities input → output
Input
Code
DocumentsText
AudioTextVideo
Text
Output
Apps
Apps
AudioText
Apps
Skill level
Advanced
Intermediate
Advanced
Advanced
Categories
Development & CodeProductivity & OfficeAI AgentAI Developer Tools+1 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Development & CodeProductivity & OfficeVoice & SpeechAI Agent+2 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Tasks what each tool can do · 3 shared · core   partial
Tasks covered
4
9
9
9
Agents
Agent creation
Developer tools
No-code
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Workflows
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Chatbots
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–
LLM development
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Development
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MCP
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–
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Voice agents
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–
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Voice
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–
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Voice assistance
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–
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APIs
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–
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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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Productivity
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–
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 1
▲ 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.