Stepper vs Dify vs Windmill vs AutoFlo

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

Your tool
Stepper
vs
Competitor 1
Dify
Competitor 2
Windmill
Competitor 3
AAutoFlo
Compare
4 tools · best value per row highlighted
Your tool Stepper
stepper.io
Building automated workflows traditionally requires either coding skills or wrestling with complex visual builders
Remove
Competitor Dify
dify.ai
AI apps without code
Make main Remove
Competitor Windmill
windmill.dev
Windmill is an open-source, code-first orchestration platform for internal software.
Make main Remove
Competitor AAutoFlo
autoflo.lovable.app
You open AutoFlo and immediately upload a process document or answer questions about your business operations
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
49.9Kvisits/mo
1Mvisits/mo
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—
MoM change
▲ 34.2%
▼ 16.6%
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6-month growth
+519.2%
-30.6%
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Global rank web
#677,321
#39,510
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Avg. last 3 months
38.1K
1.1M
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Bounce rate lower is better
40%
41%
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0%
Pages / visit
2.0
4.4
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Visit duration
47s
6m 40s
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Traffic sources
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● Direct 84% · ● Referral 15%
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StepperDifyWindmillAutoFlo
0368.2K736.4K1.1M1.5MStepper · 8.1KStepper · 15.4KStepper · 20.2KStepper · 27KStepper · 37.2KStepper · 49.9KDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1M1K10K100K1M10MStepper · 8.1KStepper · 15.4KStepper · 20.2KStepper · 27KStepper · 37.2KStepper · 49.9KDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$19per month · free tier available
$590per month · free tier available
$120per month · free tier available
£41.58per month
Free tier
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Free trial
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API access
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Plans
Free FreePro $19/moTeam Coming soon
Sandbox FreeProfessional $590/yrTeam $1,590/yrEnterprise Custom
Free and Open-source (self-host) FreeEnterprise $120/mo
Founding Member £499
Capabilities input → output
Input
Text
DocumentsText
Code
DocumentsText
Output
Apps
Apps
Apps
Apps
Skill level
Intermediate
Intermediate
Advanced
Intermediate
Categories
Productivity & OfficeAI Workflow
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Development & CodeProductivity & OfficeAI Developer ToolsAI Workflow+1 more
Productivity & OfficeAI Workflow
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
4
9
9
9
Workflows
Process automation
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No-code
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Business automation
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Agent creation
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Agents
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Workflow deployment
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Developer tools
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Workflow optimization
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Business process analysis
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Chatbots
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LLM development
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Process optimization
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Self hosted
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Task automation
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APIs
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Business optimization
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Development
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Productivity
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 1
▲ 0
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Saves
0
0
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0
Reviews
0
0
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Prompts
0
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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.