Pipedream vs Make vs Windmill vs CrewAI

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
Windmill
Competitor 3
CrewAI
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 Windmill
windmill.dev
Windmill is an open-source, code-first orchestration platform for internal software.
Make main Remove
Competitor CrewAI
crewai.com
CrewAI is a multi-agent platform that covers the full agent lifecycle for businesses: discover what to automate, build agents, govern them in production and optimize them over time.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
69visits/mo
—
476.6Kvisits/mo
MoM change
—
▼ 100.0%
—
▼ 10.3%
6-month growth
—
-100.0%
—
-5.3%
Global rank web
—
#7,796
—
#107,487
Avg. last 3 months
—
3.7M
—
564.3K
Bounce rate lower is better
—
30%
—
46%
Pages / visit
—
8.4
—
2.6
Visit duration
—
7m 47s
—
1m 32s
Traffic sources
—
● Direct 91% · ● Referral 6%
—
● Direct 75% · ● Referral 23%
PipedreamMakeWindmillCrewAI
01.7M3.3M5M6.7MMake · 5.1MMake · 5.2MMake · 5.4MMake · 5MMake · 6.1MMake · 5.9MMake · 6.7MMake · 5.8MMake · 5.3MMake · 69CrewAI · 408.9KCrewAI · 417.1KCrewAI · 521.4KCrewAI · 503.5KCrewAI · 610.1KCrewAI · 646.1KCrewAI · 685.2KCrewAI · 531.1KCrewAI · 476.6K101001K10K100K1M10MMake · 5.1MMake · 5.2MMake · 5.4MMake · 5MMake · 6.1MMake · 5.9MMake · 6.7MMake · 5.8MMake · 5.3MMake · 69CrewAI · 408.9KCrewAI · 417.1KCrewAI · 521.4KCrewAI · 503.5KCrewAI · 610.1KCrewAI · 646.1KCrewAI · 685.2KCrewAI · 531.1KCrewAI · 476.6KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Free
Starting price
$99per month · free tier available
$6per month · free tier available
$120per month · free tier available
Free
Free tier
Free trial
–
–
–
API access
–
Plans
Free FreeStartup $99/moBusiness Custom
—
Free and Open-source (self-host) FreeEnterprise $120/mo
Basic FreeEnterprise $0
Capabilities input → output
Input
Code
DataText
Code
Text
Output
Apps
Apps
Apps
AppsCode
Skill level
Advanced
Intermediate
Advanced
Advanced
Categories
Development & CodeProductivity & OfficeAI AgentAI Developer Tools+1 more
Development & CodeProductivity & OfficeAI AgentAI Workflow+1 more
Development & CodeProductivity & OfficeAI Developer ToolsAI Workflow+1 more
Development & CodeProductivity & OfficeAI AgentAI Developer Tools+2 more
Tasks what each tool can do · 3 shared · core   partial
Tasks covered
7
9
9
9
Workflows
Agents
Agent creation
No-code
–
Developer tools
–
API integrations
–
–
Process automation
–
–
APIs
–
–
Agent management
–
–
Agent collaboration
–
–
–
MCP
–
–
–
Self hosted
–
–
–
Agent testing
–
–
–
Development
–
–
–
Marketing automation
–
–
–
Workflow deployment
–
–
–
Zapier assistance
–
–
–
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
–
–
–
–

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.