GitHub Copilot CLI vs Langdock vs Gumloop vs Claude Code

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

Your tool
GitHub Copilot CLI
vs
Competitor 1
LLangdock
Competitor 2
Gumloop
Competitor 3
Claude Code
Compare
4 tools · best value per row highlighted
Your tool 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 LLangdock
langdock.com
Langdock is an AI adoption platform that puts chat, workflow automation, custom agents, integrations and an API in one workspace for an entire company.
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Competitor 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 Claude Code
claude.com
Every plan tier hits usage limits
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Traffic estimated monthly website traffic
Monthly visits
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123.5Mvisits/mo
MoM change
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▼ 6.8%
6-month growth
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+106.6%
Global rank web
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#434
Avg. last 3 months
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125.2M
Bounce rate lower is better
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64%
Pages / visit
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2.2
Visit duration
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2m 36s
Traffic sources
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● Direct 82% · ● Referral 15%
GitHub Copilot CLILangdockGumloopClaude Code
035M69.9M104.9M139.9MClaude Code · 19.2MClaude Code · 19.5MClaude Code · 35.8MClaude Code · 59.8MClaude Code · 139.9MClaude Code · 133.1MClaude Code · 119.5MClaude Code · 132.6MClaude Code · 123.5M10M100M1BClaude Code · 19.2MClaude Code · 19.5MClaude Code · 35.8MClaude Code · 59.8MClaude Code · 139.9MClaude Code · 133.1MClaude Code · 119.5MClaude Code · 132.6MClaude Code · 123.5MNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Free
Freemium
Free Trial
Freemium
Starting price
Free
€25per month
$37per month
$17per month · free tier available
Free tier
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Free trial
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API access
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Plans
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Trial FreeBusiness €25/moEnterprise CustomWorkflows Business add-on €539/mo+1 more
Pro $37/moEnterprise Custom
Free FreePro $17/moMax 5x $100/moMax 20x Custom/mo+2 more
Capabilities input → output
Input
CodeText
CodeDocumentsText
DataText
CodeText
Output
Code
CodeText
Apps
Code
Skill level
Intermediate
Intermediate
Intermediate
Intermediate
Categories
Development & CodeProductivity & OfficeAI AgentAI Coding Assistant
Chatbots & CompanionsProductivity & OfficeAI AgentAI Chatbot+1 more
Productivity & OfficeAI AgentAI Workflow
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
5
7
7
9
Agents
Coding
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Agent creation
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Workflows
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Terminal
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Chatbots
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Code analysis
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Code explanations
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Code reviews
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Debugging
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GitHub pull requests
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No-code
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APIs
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Agent management
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Agent memory
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Business productivity
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Developer tools
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Development
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GitHub management
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Image generation
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Refactoring
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Self hosted
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
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Saves
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Reviews
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Prompts
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2
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.