Windmill vs Make vs Stepper vs Zapier

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

Your tool
Windmill
vs
Competitor 1
Make
Competitor 2
Stepper
Competitor 3
Zapier
Compare
4 tools · best value per row highlighted
Your tool Windmill
windmill.dev
Windmill is an open-source, code-first orchestration platform for internal software.
Remove
Competitor Make
make.com
Visual automation for complex workflows
Make main Remove
Competitor Stepper
stepper.io
Building automated workflows traditionally requires either coding skills or wrestling with complex visual builders
Make main Remove
Competitor Zapier
zapier.com
Connect your apps without writing code
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
69visits/mo
49.9Kvisits/mo
5.3Mvisits/mo
MoM change
—
▼ 100.0%
▲ 34.2%
▼ 5.9%
6-month growth
—
-100.0%
+519.2%
-26.7%
Global rank web
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#7,796
#677,321
#6,051
Avg. last 3 months
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3.7M
38.1K
5.5M
Bounce rate lower is better
—
30%
40%
38%
Pages / visit
—
8.4
2.0
10.2
Visit duration
—
7m 47s
47s
6m 43s
Traffic sources
—
● Direct 91% · ● Referral 6%
—
● Direct 81% · ● Referral 12%
WindmillMakeStepperZapier
01.8M3.6M5.5M7.3MMake · 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 · 49.9KZapier · 6.3MZapier · 5.9MZapier · 6.8MZapier · 6.5MZapier · 7.3MZapier · 6.6MZapier · 6MZapier · 5.5MZapier · 5.7MZapier · 5.3M101001K10K100K1M10MMake · 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 · 49.9KZapier · 6.3MZapier · 5.9MZapier · 6.8MZapier · 6.5MZapier · 7.3MZapier · 6.6MZapier · 6MZapier · 5.5MZapier · 5.7MZapier · 5.3MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$120per month · free tier available
$6per month · free tier available
$19per month · free tier available
$19.99per month · free tier available
Free tier
Free trial
–
–
API access
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–
Plans
Free and Open-source (self-host) FreeEnterprise $120/mo
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Free FreePro $19/moTeam Coming soon
Free FreeProfessional $19.99/moTeam $69/moEnterprise Custom
Capabilities input → output
Input
Code
DataText
Text
Text
Output
Apps
Apps
Apps
Apps
Skill level
Advanced
Intermediate
Intermediate
Intermediate
Categories
Development & CodeProductivity & OfficeAI Developer ToolsAI Workflow+1 more
Development & CodeProductivity & OfficeAI AgentAI Workflow+1 more
Productivity & OfficeAI Workflow
Development & CodeProductivity & OfficeAI AgentAI Workflow+1 more
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
9
9
4
6
Workflows
No-code
Process automation
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Agents
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Agent creation
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–
API integrations
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–
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Business automation
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–
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Self hosted
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APIs
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–
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Agent management
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–
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Developer tools
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–
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Lead generation
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–
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Lead management
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–
–
Marketing automation
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–
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Productivity
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Workflow deployment
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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
▲ 1
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.