Make vs Stepper vs Pipedream vs Langflow

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

Your tool
Make
vs
Competitor 1
Stepper
Competitor 2
Pipedream
Competitor 3
Langflow
Compare
4 tools · best value per row highlighted
Your tool Make
make.com
Visual automation for complex workflows
Remove
Competitor Stepper
stepper.io
Building automated workflows traditionally requires either coding skills or wrestling with complex visual builders
Make main 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
Traffic estimated monthly website traffic
Monthly visits
69visits/mo
49.9Kvisits/mo
—
215.3Kvisits/mo
MoM change
▼ 100.0%
▲ 34.2%
—
▼ 0.7%
6-month growth
-100.0%
+519.2%
—
-4.9%
Global rank web
#7,796
#677,321
—
#217,191
Avg. last 3 months
3.7M
38.1K
—
225.2K
Bounce rate lower is better
30%
40%
—
44%
Pages / visit
8.4
2.0
—
2.2
Visit duration
7m 47s
47s
—
1m 04s
Traffic sources
● Direct 91% · ● Referral 6%
—
—
● Direct 76% · ● Referral 24%
MakeStepperPipedreamLangflow
01.7M3.3M5M6.7MMake · 5.1MMake · 5.2MMake · 5.4MMake · 5MMake · 6.1MMake · 5.9MMake · 6.7MMake · 5.8MMake · 5.3MMake · 69Stepper · 8.1KStepper · 15.4KStepper · 20.2KStepper · 27KStepper · 37.2KStepper · 49.9KLangflow · 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 · 69Stepper · 8.1KStepper · 15.4KStepper · 20.2KStepper · 27KStepper · 37.2KStepper · 49.9KLangflow · 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
$6per month · free tier available
$19per month · free tier available
$99per month · free tier available
Free
Free tier
Free trial
–
–
–
–
API access
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Plans
—
Free FreePro $19/moTeam Coming soon
Free FreeStartup $99/moBusiness Custom
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Capabilities input → output
Input
DataText
Text
Code
Text
Output
Apps
Apps
Apps
Apps
Skill level
Intermediate
Intermediate
Advanced
Advanced
Categories
Development & CodeProductivity & OfficeAI AgentAI Workflow+1 more
Productivity & OfficeAI Workflow
Development & CodeProductivity & OfficeAI AgentAI Developer Tools+1 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
4
4
9
No-code
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Workflows
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Agents
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Agent creation
–
Developer tools
–
–
MCP
–
–
–
Process automation
–
–
–
API integrations
–
–
–
Business automation
–
–
–
Chatbots
–
–
–
Development
–
–
–
LLM development
–
–
–
APIs
–
–
–
Agent management
–
–
–
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.