Relay.app vs Stepper vs Windmill

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
Suggested competitors for Relay.app: Activepieces93% Dify91% Pipefy90% n8n90% Zapier88% Monday Agent Factory88% Make87% CrewAI87%
Compare
3 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
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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
Traffic estimated monthly website traffic
Monthly visits
158.1Kvisits/mo
49.9Kvisits/mo
—
MoM change
▼ 32.7%
▲ 34.2%
—
6-month growth
-30.9%
+519.2%
—
Global rank web
#182,862
#677,321
—
Avg. last 3 months
187.1K
38.1K
—
Bounce rate lower is better
38%
40%
—
Pages / visit
2.8
2.0
—
Visit duration
1m 15s
47s
—
Traffic sources
● Direct 93% · ● Referral 4%
—
—
Relay.appStepperWindmill
068K136K204K272KRelay.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 · 49.9K1K10K100K1MRelay.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 · 49.9KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Starting price
$19per month · free tier available
$19per month · free tier available
$120per month · free tier available
Free tier
Free trial
–
–
API access
–
Plans
—
Free FreePro $19/moTeam Coming soon
Free and Open-source (self-host) FreeEnterprise $120/mo
Capabilities input → output
Input
Text
Text
Code
Output
Apps
Apps
Apps
Skill level
Advanced
Intermediate
Advanced
Categories
Productivity & OfficeAI AgentAI Workflow
Productivity & OfficeAI Workflow
Development & CodeProductivity & OfficeAI Developer ToolsAI Workflow+1 more
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
3
2
2
Workflows
Agent creation
–
–
Agents
–
–
Developer tools
–
–
Process automation
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
Saves
0
0
0
Reviews
0
0
0
Prompts
0
0
0
Verified listing
–
–
–

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.