Langflow vs Stepper vs Pipedream vs Make

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

Your tool
Langflow
vs
Competitor 1
Stepper
Competitor 2
Pipedream
Competitor 3
Make
Compare
4 tools · best value per row highlighted
Your tool Langflow
langflow.org
Drag and drop AI
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 Make
make.com
Visual automation for complex workflows
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
215.3Kvisits/mo
49.9Kvisits/mo
—
69visits/mo
MoM change
▼ 0.7%
▲ 34.2%
—
▼ 100.0%
6-month growth
-4.9%
+519.2%
—
-100.0%
Global rank web
#217,191
#677,321
—
#7,796
Avg. last 3 months
225.2K
38.1K
—
3.7M
Bounce rate lower is better
44%
40%
—
30%
Pages / visit
2.2
2.0
—
8.4
Visit duration
1m 04s
47s
—
7m 47s
Traffic sources
● Direct 76% · ● Referral 24%
—
—
● Direct 91% · ● Referral 6%
LangflowStepperPipedreamMake
01.7M3.3M5M6.7MLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KStepper · 8.1KStepper · 15.4KStepper · 20.2KStepper · 27KStepper · 37.2KStepper · 49.9KMake · 5.1MMake · 5.2MMake · 5.4MMake · 5MMake · 6.1MMake · 5.9MMake · 6.7MMake · 5.8MMake · 5.3MMake · 69101001K10K100K1M10MLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KStepper · 8.1KStepper · 15.4KStepper · 20.2KStepper · 27KStepper · 37.2KStepper · 49.9KMake · 5.1MMake · 5.2MMake · 5.4MMake · 5MMake · 6.1MMake · 5.9MMake · 6.7MMake · 5.8MMake · 5.3MMake · 69Nov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free
Freemium
Freemium
Freemium
Starting price
Free
$19per month · free tier available
$99per month · free tier available
$6per month · free tier available
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
Text
Text
Code
DataText
Output
Apps
Apps
Apps
Apps
Skill level
Advanced
Intermediate
Advanced
Intermediate
Categories
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Productivity & OfficeAI Workflow
Development & CodeProductivity & OfficeAI AgentAI Developer Tools+1 more
Development & CodeProductivity & OfficeAI AgentAI Workflow+1 more
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
9
4
7
9
Workflows
No-code
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Agents
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Agent creation
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Process automation
–
–
API integrations
–
–
Developer tools
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APIs
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MCP
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–
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Business automation
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–
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Chatbots
–
–
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Development
–
–
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LLM development
–
–
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Agent management
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–
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Marketing automation
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–
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Zapier assistance
–
–
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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.