Pipedream vs Make 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
Make
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.
Remove
Competitor Make
make.com
Visual automation for complex workflows
Make main Remove
Competitor Dify
dify.ai
AI apps without code
Make main Remove
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.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
69visits/mo
1Mvisits/mo
—
MoM change
—
▼ 100.0%
▼ 16.6%
—
6-month growth
—
-100.0%
-30.6%
—
Global rank web
—
#7,796
#39,510
—
Avg. last 3 months
—
3.7M
1.1M
—
Bounce rate lower is better
—
30%
41%
—
Pages / visit
—
8.4
4.4
—
Visit duration
—
7m 47s
6m 40s
—
Traffic sources
—
● Direct 91% · ● Referral 6%
● Direct 84% · ● Referral 15%
—
PipedreamMakeDifyDescope AI
01.7M3.3M5M6.7MMake · 5.1MMake · 5.2MMake · 5.4MMake · 5MMake · 6.1MMake · 5.9MMake · 6.7MMake · 5.8MMake · 5.3MMake · 69Dify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1M101001K10K100K1M10MMake · 5.1MMake · 5.2MMake · 5.4MMake · 5MMake · 6.1MMake · 5.9MMake · 6.7MMake · 5.8MMake · 5.3MMake · 69Dify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$99per month · free tier available
$6per month · free tier available
$590per month · free tier available
$249per month · free tier available
Free tier
Free trial
–
–
–
–
API access
–
Plans
Free FreeStartup $99/moBusiness Custom
—
Sandbox FreeProfessional $590/yrTeam $1,590/yrEnterprise Custom
Free Forever FreePro $249/moGrowth $799/moEnterprise Custom
Capabilities input → output
Input
Code
DataText
DocumentsText
Data
Output
Apps
Apps
Apps
Data
Skill level
Advanced
Intermediate
Intermediate
Advanced
Categories
Development & CodeProductivity & OfficeAI AgentAI Developer Tools+1 more
Development & CodeProductivity & OfficeAI AgentAI Workflow+1 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Development & CodeAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
7
9
9
8
Agents
Workflows
–
Agent creation
–
Developer tools
–
MCP
–
–
No-code
–
–
API integrations
–
–
Agent management
–
–
Agent identity verification
–
–
–
Process automation
–
–
–
API security
–
–
–
APIs
–
–
–
Chatbots
–
–
–
LLM development
–
–
–
Development
–
–
–
Identity verification
–
–
–
Marketing automation
–
–
–
Privileged access management
–
–
–
Productivity
–
–
–
Zapier assistance
–
–
–
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
–
–
–
–

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.