Gumloop vs OpenAI Codex CLI vs GitHub Copilot CLI vs Microsoft Copilot Studio

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

Your tool
Gumloop
vs
Competitor 1
OpenAI Codex CLI
Competitor 2
GitHub Copilot CLI
Competitor 3
Microsoft Copilot Studio
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 OpenAI Codex CLI
developers.openai.com
OpenAI Codex CLI brings the Codex coding agent to the terminal and to scripts.
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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.
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Competitor Microsoft Copilot Studio
microsoft.com
Builders can add conversational chat or voice agents, give them autonomous capabilities such as planning and escalating work items, and connect them to business data through more than 1,500 pre-bui...
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Traffic estimated monthly website traffic
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Bounce rate lower is better
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Pricing
Model
Free Trial
Paid
Free
Free Trial
Starting price
$37per month
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Free
$18per month
Free tier
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Free trial
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API access
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Plans
Pro $37/moEnterprise Custom
GPT-6-Astra $10GPT-6.1-Sol $2GPT-6-Luna $0.10GPT-Live-1 $0.05/minute+1 more
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Microsoft 365 Business Standard with Copilot $23.50/moMicrosoft 365 Copilot Business $18/moMicrosoft 365 Business Premium with Copilot $32/mo
Capabilities input → output
Input
DataText
CodeImagesText
CodeText
DataDocumentsText
Output
Apps
Code
Code
Apps
Skill level
Intermediate
Advanced
Intermediate
Intermediate
Categories
Productivity & OfficeAI AgentAI Workflow
Development & CodeAI Coding Assistant
Development & CodeProductivity & OfficeAI AgentAI Coding Assistant
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
7
4
5
11
Agents
Agent creation
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Coding
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No-code
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Agent management
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Workflows
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Developer tools
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Chatbot building
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Chatbots
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GitHub pull requests
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MCP
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Voice agents
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Agent memory
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Customer support chatbot
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GitHub management
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Image generation
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Terminal
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Voice chatting
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Community on aitoolstime
Rating
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Reviews
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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.