Pipedream vs Langflow vs Dify vs Descope AI

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

Your tool
Pipedream
vs
Competitor 1
Langflow
Competitor 2
Dify
Competitor 3
Descope AI
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 Langflow
langflow.org
Drag and drop AI
Make main Remove
Competitor Dify
dify.ai
AI apps without code
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Competitor Descope AI
descope.com
Descope AI is the identity layer for AI agents and MCP servers from Descope, delivered as the Agentic Identity Hub.
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Traffic estimated monthly website traffic
Monthly visits
—
215.3Kvisits/mo
1Mvisits/mo
—
MoM change
—
▼ 0.7%
▼ 16.6%
—
6-month growth
—
-4.9%
-30.6%
—
Global rank web
—
#217,191
#39,510
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Avg. last 3 months
—
225.2K
1.1M
—
Bounce rate lower is better
—
44%
41%
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Pages / visit
—
2.2
4.4
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Visit duration
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1m 04s
6m 40s
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Traffic sources
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● Direct 76% · ● Referral 24%
● Direct 84% · ● Referral 15%
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PipedreamLangflowDifyDescope AI
0368.2K736.4K1.1M1.5MLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1M100K1M10MLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free
Freemium
Freemium
Starting price
$99per month · free tier available
Free
$590per month · free tier available
$249per month · free tier available
Free tier
Free trial
–
–
–
–
API access
Plans
Free FreeStartup $99/moBusiness Custom
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Sandbox FreeProfessional $590/yrTeam $1,590/yrEnterprise Custom
Free Forever FreePro $249/moGrowth $799/moEnterprise Custom
Capabilities input → output
Input
Code
Text
DocumentsText
Data
Output
Apps
Apps
Apps
Data
Skill level
Advanced
Advanced
Intermediate
Advanced
Categories
Development & CodeProductivity & OfficeAI AgentAI Developer Tools+1 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Development & CodeAI Developer Tools
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
7
9
9
8
Agents
Developer tools
Agent creation
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Workflows
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MCP
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No-code
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Chatbots
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LLM development
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APIs
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Development
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API integrations
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–
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Agent identity verification
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–
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API security
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–
–
Agent management
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–
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Identity verification
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–
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Privileged access management
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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
▲ 0
▲ 1
▲ 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.