Gumloop vs GitHub Copilot CLI vs InitRunner vs devlo

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

Your tool
Gumloop
vs
Competitor 1
GitHub Copilot CLI
Competitor 2
IInitRunner
Competitor 3
devlo
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.
Remove
Competitor GitHub Copilot CLI
github.com
It reads, writes and runs code, works directly with your issues and pull requests, and carries a task from planning to merged code.
Make main Remove
Competitor IInitRunner
initrunner.ai
InitRunner is open source and free
Make main Remove
Competitor devlo
devlo.ai
Engineering teams get a browser-based system that handles code from multiple angles
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
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MoM change
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▼ 70.3%
6-month growth
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Global rank web
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#8,880,689
Avg. last 3 months
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537
Bounce rate lower is better
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0%
0%
Pages / visit
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Visit duration
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Traffic sources
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GumloopGitHub Copilot CLIInitRunnerdevlo
02K3.9K5.9K7.9Kdevlo · 7.9Kdevlo · 5.4Kdevlo · 1.6K1K10Kdevlo · 7.9Kdevlo · 5.4Kdevlo · 1.6KDec '25Jan '26Feb
Pricing
Model
Free Trial
Free
Free
Freemium
Starting price
$37per month
Free
Free
$19per month · free tier available
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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Capabilities input → output
Input
DataText
CodeText
DocumentsText
CodeText
Output
Apps
Code
AppsText
AppsCode
Skill level
Intermediate
Intermediate
Advanced
Advanced
Categories
Productivity & OfficeAI AgentAI Workflow
Development & CodeProductivity & OfficeAI AgentAI Coding Assistant
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Development & CodeProductivity & OfficeAI AgentAI App Builder+2 more
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
7
5
5
14
Agents
Agent creation
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Coding
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GitHub pull requests
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Developer tools
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No-code
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Agent memory
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Code reviews
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Teams performance analytics
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Development
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GitHub
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Jira tickets
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Agent management
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Code quality
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Codebase q a
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Debugging
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Frontend development
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GitHub management
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Image generation
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RAG
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Workflows
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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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▲ 1
Saves
0
0
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0
Reviews
0
0
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Prompts
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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.