Relay.app vs Windmill vs Stepper

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

Your tool
Relay.app
vs
Competitor 1
Windmill
Competitor 2
Stepper
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 Windmill
windmill.dev
Windmill is an open-source, code-first orchestration platform for internal software.
Make main Remove
Competitor Stepper
stepper.io
Building automated workflows traditionally requires either coding skills or wrestling with complex visual builders
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.appWindmillStepper
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
$120per month · free tier available
$19per month · free tier available
Free tier
Free trial
–
–
API access
–
Plans
—
Free and Open-source (self-host) FreeEnterprise $120/mo
Free FreePro $19/moTeam Coming soon
Capabilities input → output
Input
Text
Code
Text
Output
Apps
Apps
Apps
Skill level
Advanced
Advanced
Intermediate
Categories
Productivity & OfficeAI AgentAI Workflow
Development & CodeProductivity & OfficeAI Developer ToolsAI Workflow+1 more
Productivity & OfficeAI Workflow
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.