Relay.app vs Stepper vs Windmill vs Make

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

Your tool
Relay.app
vs
Competitor 1
Stepper
Competitor 2
Windmill
Competitor 3
Make
Compare
4 tools · best value per row highlighted
Your tool Relay.app
relay.app
Relay.app is a platform to create AI Agents that work for you across Gmail, Notion, Salesforce, HubSpot, and 100+ other apps. Agents created in Relay.app are *actually* useful, as they're easy to cre
Remove
Competitor Stepper
stepper.io
Building automated workflows traditionally requires either coding skills or wrestling with complex visual builders
Make main Remove
Competitor Windmill
windmill.dev
Windmill is an open-source, code-first orchestration platform for internal software.
Make main Remove
Competitor Make
make.com
Visual automation for complex workflows
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
158.1Kvisits/mo
49.9Kvisits/mo
—
69visits/mo
MoM change
▼ 32.7%
▲ 34.2%
—
▼ 100.0%
6-month growth
-30.9%
+519.2%
—
-100.0%
Global rank web
#182,862
#677,321
—
#7,796
Avg. last 3 months
187.1K
38.1K
—
3.7M
Bounce rate lower is better
38%
40%
—
30%
Pages / visit
2.8
2.0
—
8.4
Visit duration
1m 15s
47s
—
7m 47s
Traffic sources
● Direct 93% · ● Referral 4%
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—
● Direct 91% · ● Referral 6%
Relay.appStepperWindmillMake
01.7M3.3M5M6.7MRelay.app · 216.8KRelay.app · 241.7KRelay.app · 272KRelay.app · 229.9KRelay.app · 228.8KRelay.app · 251.1KRelay.app · 193.9KRelay.app · 168.4KRelay.app · 234.9KRelay.app · 158.1KStepper · 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 · 69101001K10K100K1M10MRelay.app · 216.8KRelay.app · 241.7KRelay.app · 272KRelay.app · 229.9KRelay.app · 228.8KRelay.app · 251.1KRelay.app · 193.9KRelay.app · 168.4KRelay.app · 234.9KRelay.app · 158.1KStepper · 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
Freemium
Freemium
Freemium
Freemium
Starting price
$19per month · free tier available
$19per month · free tier available
$120per month · free tier available
$6per month · free tier available
Free tier
Free trial
–
–
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API access
–
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Plans
—
Free FreePro $19/moTeam Coming soon
Free and Open-source (self-host) FreeEnterprise $120/mo
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Capabilities input → output
Input
Text
Text
Code
DataText
Output
Apps
Apps
Apps
Apps
Skill level
Advanced
Intermediate
Advanced
Intermediate
Categories
Productivity & OfficeAI AgentAI Workflow
Productivity & OfficeAI Workflow
Development & CodeProductivity & OfficeAI Developer ToolsAI Workflow+1 more
Development & CodeProductivity & OfficeAI AgentAI Workflow+1 more
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
6
4
9
9
Workflows
Process automation
Agent creation
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No-code
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Agents
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Business automation
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–
API integrations
–
–
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Automation
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–
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Self hosted
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–
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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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Marketing automation
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–
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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
▲ 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.