Pipedream vs Make vs Dify vs Langflow

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
Langflow
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 Langflow
langflow.org
Drag and drop AI
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
69visits/mo
1Mvisits/mo
215.3Kvisits/mo
MoM change
—
▼ 100.0%
▼ 16.6%
▼ 0.7%
6-month growth
—
-100.0%
-30.6%
-4.9%
Global rank web
—
#7,796
#39,510
#217,191
Avg. last 3 months
—
3.7M
1.1M
225.2K
Bounce rate lower is better
—
30%
41%
44%
Pages / visit
—
8.4
4.4
2.2
Visit duration
—
7m 47s
6m 40s
1m 04s
Traffic sources
—
● Direct 91% · ● Referral 6%
● Direct 84% · ● Referral 15%
● Direct 76% · ● Referral 24%
PipedreamMakeDifyLangflow
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 · 1MLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3K101001K10K100K1M10MMake · 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 · 1MLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Free
Starting price
$99per month · free tier available
$6per month · free tier available
$590per month · free tier available
Free
Free tier
Free trial
–
–
–
–
API access
–
Plans
Free FreeStartup $99/moBusiness Custom
—
Sandbox FreeProfessional $590/yrTeam $1,590/yrEnterprise Custom
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Capabilities input → output
Input
Code
DataText
DocumentsText
Text
Output
Apps
Apps
Apps
Apps
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
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Tasks what each tool can do · 3 shared · core   partial
Tasks covered
7
9
9
9
Agents
Workflows
Agent creation
No-code
–
Developer tools
–
API integrations
–
–
Chatbots
–
–
LLM development
–
–
APIs
–
–
Development
–
–
MCP
–
–
–
Process automation
–
–
–
Agent management
–
–
–
Marketing automation
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–
–
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
–
–
–
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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.