Pipedream vs Stepper vs Langflow 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
Stepper
Competitor 2
Langflow
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 Stepper
stepper.io
Building automated workflows traditionally requires either coding skills or wrestling with complex visual builders
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Competitor Langflow
langflow.org
Drag and drop AI
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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
—
49.9Kvisits/mo
215.3Kvisits/mo
—
MoM change
—
▲ 34.2%
▼ 0.7%
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6-month growth
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+519.2%
-4.9%
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Global rank web
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#677,321
#217,191
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Avg. last 3 months
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38.1K
225.2K
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Bounce rate lower is better
—
40%
44%
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Pages / visit
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2.0
2.2
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Visit duration
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47s
1m 04s
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Traffic sources
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● Direct 76% · ● Referral 24%
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PipedreamStepperLangflowDescope AI
073.8K147.7K221.5K295.3KStepper · 8.1KStepper · 15.4KStepper · 20.2KStepper · 27KStepper · 37.2KStepper · 49.9KLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3K1K10K100K1MStepper · 8.1KStepper · 15.4KStepper · 20.2KStepper · 27KStepper · 37.2KStepper · 49.9KLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Freemium
Freemium
Free
Freemium
Starting price
$99per month · free tier available
$19per month · free tier available
Free
$249per month · free tier available
Free tier
Free trial
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–
–
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API access
Plans
Free FreeStartup $99/moBusiness Custom
Free FreePro $19/moTeam Coming soon
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Free Forever FreePro $249/moGrowth $799/moEnterprise Custom
Capabilities input → output
Input
Code
Text
Text
Data
Output
Apps
Apps
Apps
Data
Skill level
Advanced
Intermediate
Advanced
Advanced
Categories
Development & CodeProductivity & OfficeAI AgentAI Developer Tools+1 more
Productivity & OfficeAI Workflow
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Development & CodeAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
4
9
8
Workflows
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Agents
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Developer tools
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MCP
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No-code
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APIs
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Agent creation
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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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Process automation
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API security
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Agent management
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–
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Business automation
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Chatbots
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–
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Development
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–
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LLM development
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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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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 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.