Gumloop vs Stack AI vs Stepper

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

Your tool
Gumloop
vs
Competitor 1
Stack AI
Competitor 2
Stepper
Competitor 3
Suggested competitors for Gumloop: CrewAI91% Dust90% OpenAI Frontier90% MindStudio90% Microsoft Copilot Studio90% IBM watsonx Orchestrate88% Agno87% Ask Steve86%
Compare
3 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.
Remove
Competitor Stack AI
stack-ai.com
Connect AI models visually
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
—
6.3Kvisits/mo
49.9Kvisits/mo
MoM change
—
▼ 57.9%
▲ 34.2%
6-month growth
—
-93.7%
+519.2%
Global rank web
—
#1,700,092
#677,321
Avg. last 3 months
—
13.9K
38.1K
Bounce rate lower is better
—
39%
40%
Pages / visit
—
1.8
2.0
Visit duration
—
14s
47s
Traffic sources
—
—
—
GumloopStack AIStepper
042K84K126K167.9KStack AI · 143.4KStack AI · 153.7KStack AI · 167.9KStack AI · 160KStack AI · 99.4KStack AI · 35.9KStack AI · 17.4KStack AI · 20.6KStack AI · 14.9KStack AI · 6.3KStepper · 8.1KStepper · 15.4KStepper · 20.2KStepper · 27KStepper · 37.2KStepper · 49.9K1K10K100K1MStack AI · 143.4KStack AI · 153.7KStack AI · 167.9KStack AI · 160KStack AI · 99.4KStack AI · 35.9KStack AI · 17.4KStack AI · 20.6KStack AI · 14.9KStack AI · 6.3KStepper · 8.1KStepper · 15.4KStepper · 20.2KStepper · 27KStepper · 37.2KStepper · 49.9KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free Trial
Freemium
Freemium
Starting price
$37per month
Free tier
$19per month · free tier available
Free tier
–
Free trial
–
API access
Plans
Pro $37/moEnterprise Custom
—
Free FreePro $19/moTeam Coming soon
Capabilities input → output
Input
DataText
DataDocumentsText
Text
Output
Apps
Apps
Apps
Skill level
Intermediate
Intermediate
Intermediate
Categories
Productivity & OfficeAI AgentAI Workflow
Development & CodeProductivity & OfficeAI AgentAI Workflow+1 more
Productivity & OfficeAI Workflow
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
5
5
4
Workflows
Agents
–
Agent creation
–
No-code
–
Process automation
–
–
Business automation
–
–
Agent management
–
–
Agent memory
–
–
Finance workflow 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.