Pipedream vs Windmill vs Make vs CrewAI

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

Your tool
Pipedream
vs
Competitor 1
Windmill
Competitor 2
Make
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 Windmill
windmill.dev
Windmill is an open-source, code-first orchestration platform for internal software.
Make main Remove
Competitor Make
make.com
Visual automation for complex workflows
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%
PipedreamWindmillMakeCrewAI
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
$120per month · free tier available
$6per 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
Code
DataText
Text
Output
Apps
Apps
Apps
AppsCode
Skill level
Advanced
Advanced
Intermediate
Advanced
Categories
Development & CodeProductivity & OfficeAI AgentAI Developer Tools+1 more
Development & CodeProductivity & OfficeAI Developer ToolsAI Workflow+1 more
Development & CodeProductivity & OfficeAI AgentAI 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.