Gumloop vs Stack AI vs Stepper vs CrewAI

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
CrewAI
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 Stack AI
stack-ai.com
Connect AI models visually
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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 CrewAI
crewai.com
CrewAI is a multi-agent platform that covers the full agent lifecycle for businesses: discover what to automate, build agents, govern them in production and optimize them over time.
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Traffic estimated monthly website traffic
Monthly visits
—
6.3Kvisits/mo
49.9Kvisits/mo
476.6Kvisits/mo
MoM change
—
▼ 57.9%
▲ 34.2%
▼ 10.3%
6-month growth
—
-93.7%
+519.2%
-5.3%
Global rank web
—
#1,700,092
#677,321
#107,487
Avg. last 3 months
—
13.9K
38.1K
564.3K
Bounce rate lower is better
—
39%
40%
46%
Pages / visit
—
1.8
2.0
2.6
Visit duration
—
14s
47s
1m 32s
Traffic sources
—
—
—
● Direct 75% · ● Referral 23%
GumloopStack AIStepperCrewAI
0171.3K342.6K513.9K685.2KStack 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 · 49.9KCrewAI · 408.9KCrewAI · 417.1KCrewAI · 521.4KCrewAI · 503.5KCrewAI · 610.1KCrewAI · 646.1KCrewAI · 685.2KCrewAI · 531.1KCrewAI · 476.6K1K10K100K1MStack 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 · 49.9KCrewAI · 408.9KCrewAI · 417.1KCrewAI · 521.4KCrewAI · 503.5KCrewAI · 610.1KCrewAI · 646.1KCrewAI · 685.2KCrewAI · 531.1KCrewAI · 476.6KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free Trial
Freemium
Freemium
Free
Starting price
$37per month
Free tier
$19per month · free tier available
Free
Free tier
–
Free trial
–
–
API access
Plans
Pro $37/moEnterprise Custom
—
Free FreePro $19/moTeam Coming soon
Basic FreeEnterprise $0
Capabilities input → output
Input
DataText
DataDocumentsText
Text
Text
Output
Apps
Apps
Apps
AppsCode
Skill level
Intermediate
Intermediate
Intermediate
Advanced
Categories
Productivity & OfficeAI AgentAI Workflow
Development & CodeProductivity & OfficeAI AgentAI Workflow+1 more
Productivity & OfficeAI Workflow
Development & CodeProductivity & OfficeAI AgentAI Developer Tools+2 more
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
7
7
4
9
No-code
Workflows
Agents
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Agent creation
–
Process automation
–
–
Business automation
–
–
Agent management
–
–
Agent collaboration
–
–
–
Developer tools
–
–
–
Agent memory
–
–
–
Agent testing
–
–
–
Development
–
–
–
Finance workflow automation
–
–
–
Image generation
–
–
–
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
–
–
–
–

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.