Gumloop vs GitHub Copilot vs Dify vs CrewAI

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

Your tool
Gumloop
vs
Competitor 1
GitHub Copilot
Competitor 2
Dify
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 GitHub Copilot
github.com
Your AI pair programmer that actually knows the codebase
Make main Remove
Competitor Dify
dify.ai
AI apps without code
Make main Remove
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
—
637.9Mvisits/mo
1Mvisits/mo
476.6Kvisits/mo
MoM change
—
▲ 3.7%
▼ 16.6%
▼ 10.3%
6-month growth
—
+19.3%
-30.6%
-5.3%
Global rank web
—
#49
#39,510
#107,487
Avg. last 3 months
—
629.7M
1.1M
564.3K
Bounce rate lower is better
—
36%
41%
46%
Pages / visit
—
5.9
4.4
2.6
Visit duration
—
6m 26s
6m 40s
1m 32s
Traffic sources
—
● Direct 83% · ● Referral 15%
● Direct 84% · ● Referral 15%
● Direct 75% · ● Referral 23%
GumloopGitHub CopilotDifyCrewAI
0159.5M318.9M478.4M637.9MGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MCrewAI · 408.9KCrewAI · 417.1KCrewAI · 521.4KCrewAI · 503.5KCrewAI · 610.1KCrewAI · 646.1KCrewAI · 685.2KCrewAI · 531.1KCrewAI · 476.6K100K1M10M100M1BGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MCrewAI · 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
$4per month · free tier available
$590per month · free tier available
Free
Free tier
–
Free trial
–
–
API access
–
Plans
Pro $37/moEnterprise Custom
Free FreeTeam $4/moEnterprise $21/mo
Sandbox FreeProfessional $590/yrTeam $1,590/yrEnterprise Custom
Basic FreeEnterprise $0
Capabilities input → output
Input
DataText
CodeText
DocumentsText
Text
Output
Apps
Code
Apps
AppsCode
Skill level
Intermediate
Intermediate
Intermediate
Advanced
Categories
Productivity & OfficeAI AgentAI Workflow
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Development & CodeProductivity & OfficeAI AgentAI Developer Tools+2 more
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
7
9
9
9
Agents
Agent creation
–
No-code
–
Workflows
–
Agent management
–
Developer tools
–
–
Development
–
–
Agent collaboration
–
–
–
Code autocompletion
–
–
–
Coding
–
–
–
Chatbots
–
–
–
Code reviews
–
–
–
Coding in VS Code
–
–
–
LLM development
–
–
–
Vs code
–
–
–
Agent memory
–
–
–
Agent testing
–
–
–
Debugging
–
–
–
Image generation
–
–
–
Productivity
–
–
–
Terminal
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 1
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
2
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.