Gumloop vs Relay.app vs Stepper vs IBM watsonx Orchestrate

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

Your tool
Gumloop
vs
Competitor 1
Relay.app
Competitor 2
Stepper
Competitor 3
IBM watsonx Orchestrate
Compare
4 tools · best value per row highlighted
Your tool Gumloop
gumloop.com
Gumloop is a multiplayer AI agent builder that lets people across a company create agents with the model and integrations they choose while IT keeps control of access.
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Competitor 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
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Competitor IBM watsonx Orchestrate
ibm.com
IBM watsonx Orchestrate is an agent management platform for building, deploying, orchestrating and governing AI agents from a single control plane.
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Traffic estimated monthly website traffic
Monthly visits
—
158.1Kvisits/mo
49.9Kvisits/mo
—
MoM change
—
▼ 32.7%
▲ 34.2%
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6-month growth
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-30.9%
+519.2%
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Global rank web
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#182,862
#677,321
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Avg. last 3 months
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187.1K
38.1K
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Bounce rate lower is better
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38%
40%
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Pages / visit
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2.8
2.0
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Visit duration
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1m 15s
47s
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Traffic sources
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● Direct 93% · ● Referral 4%
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GumloopRelay.appStepperIBM watsonx Orchestrate
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
Free Trial
Freemium
Freemium
Freemium
Starting price
$37per month
$19per month · free tier available
$19per month · free tier available
$530per month
Free tier
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Free trial
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API access
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Plans
Pro $37/moEnterprise Custom
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Free FreePro $19/moTeam Coming soon
Trial FreeEssentials $530/moStandard $6,360/moPremium Custom
Capabilities input → output
Input
DataText
Text
Text
DocumentsText
Output
Apps
Apps
Apps
AppsText
Skill level
Intermediate
Advanced
Intermediate
Advanced
Categories
Productivity & OfficeAI AgentAI Workflow
Productivity & OfficeAI AgentAI Workflow
Productivity & OfficeAI Workflow
Productivity & OfficeAI AgentAI Workflow
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
7
6
4
9
Workflows
Agent creation
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Agents
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Agent management
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No-code
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Process automation
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Business automation
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Agent collaboration
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Automation
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–
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AI observability
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Agent integrity monitoring
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Agent memory
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Agent testing
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Cost management
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Image generation
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
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Saves
0
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Reviews
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.