Make vs Pipedream vs Langflow vs CrewAI

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

Your tool
Make
vs
Competitor 1
Pipedream
Competitor 2
Langflow
Competitor 3
CrewAI
Compare
4 tools · best value per row highlighted
Your tool Make
make.com
Visual automation for complex workflows
Remove
Competitor Pipedream
pipedream.com
Pipedream is an integration layer for AI agents.
Make main Remove
Competitor Langflow
langflow.org
Drag and drop AI
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
—
215.3Kvisits/mo
476.6Kvisits/mo
MoM change
▼ 100.0%
—
▼ 0.7%
▼ 10.3%
6-month growth
-100.0%
—
-4.9%
-5.3%
Global rank web
#7,796
—
#217,191
#107,487
Avg. last 3 months
3.7M
—
225.2K
564.3K
Bounce rate lower is better
30%
—
44%
46%
Pages / visit
8.4
—
2.2
2.6
Visit duration
7m 47s
—
1m 04s
1m 32s
Traffic sources
● Direct 91% · ● Referral 6%
—
● Direct 76% · ● Referral 24%
● Direct 75% · ● Referral 23%
MakePipedreamLangflowCrewAI
01.7M3.3M5M6.7MMake · 5.1MMake · 5.2MMake · 5.4MMake · 5MMake · 6.1MMake · 5.9MMake · 6.7MMake · 5.8MMake · 5.3MMake · 69Langflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KCrewAI · 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 · 69Langflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KCrewAI · 408.9KCrewAI · 417.1KCrewAI · 521.4KCrewAI · 503.5KCrewAI · 610.1KCrewAI · 646.1KCrewAI · 685.2KCrewAI · 531.1KCrewAI · 476.6KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Free
Free
Starting price
$6per month · free tier available
$99per month · free tier available
Free
Free
Free tier
Free trial
–
–
–
–
API access
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Plans
—
Free FreeStartup $99/moBusiness Custom
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Basic FreeEnterprise $0
Capabilities input → output
Input
DataText
Code
Text
Text
Output
Apps
Apps
Apps
AppsCode
Skill level
Intermediate
Advanced
Advanced
Advanced
Categories
Development & CodeProductivity & OfficeAI AgentAI Workflow+1 more
Development & CodeProductivity & OfficeAI AgentAI Developer Tools+1 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Development & CodeProductivity & OfficeAI AgentAI Developer Tools+2 more
Tasks what each tool can do · 3 shared · core   partial
Tasks covered
9
7
9
9
Agents
Agent creation
Workflows
No-code
–
Developer tools
–
API integrations
–
–
APIs
–
–
Agent management
–
–
Development
–
–
Agent collaboration
–
–
–
MCP
–
–
–
Process automation
–
–
–
Chatbots
–
–
–
LLM development
–
–
–
Agent testing
–
–
–
Marketing automation
–
–
–
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
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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.