Gumloop 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
Stepper
Competitor 2
CrewAI
Competitor 3
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.
Competitor Stepper
stepper.io
Building automated workflows traditionally requires either coding skills or wrestling with complex visual builders
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.
Traffic estimated monthly website traffic
Monthly visits
—
49.9Kvisits/mo
476.6Kvisits/mo
MoM change
—
▲ 34.2%
▼ 10.3%
6-month growth
—
+519.2%
-5.3%
Global rank web
—
#677,321
#107,487
Avg. last 3 months
—
38.1K
564.3K
Bounce rate lower is better
—
40%
46%
Pages / visit
—
2.0
2.6
Visit duration
—
47s
1m 32s
Traffic sources
—
—
● Direct 75% · ● Referral 23%
GumloopStepperCrewAI
0171.3K342.6K513.9K685.2KStepper · 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 · 476.6K1K10K100K1MStepper · 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 '26FebMarAprMayJunJul
Pricing
Model
Free Trial
Freemium
Free
Starting price
$37per month
$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
Text
Text
Output
Apps
Apps
AppsCode
Skill level
Intermediate
Intermediate
Advanced
Categories
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
7
4
9
No-code
Workflows
Agent creation
–
Agents
–
Agent management
–
Agent collaboration
–
–
Process automation
–
–
Business automation
–
–
Developer tools
–
–
Agent memory
–
–
Agent testing
–
–
Development
–
–
Image generation
–
–
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.