Gumloop vs Continue vs CodeRabbit 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
Continue
Competitor 2
CodeRabbit
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 Continue
continue.dev
Continue is an open-source AI coding agent that was built by a community of developers and has since been acquired by Cursor.
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Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
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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
Monthly visits
—
410.4Kvisits/mo
1Mvisits/mo
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MoM change
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▼ 16.6%
▼ 22.7%
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6-month growth
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-24.4%
+50.4%
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Global rank web
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#106,338
#38,145
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Avg. last 3 months
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539.2K
1.2M
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Bounce rate lower is better
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48%
49%
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Pages / visit
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2.4
3.5
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Visit duration
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1m 44s
1m 55s
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Traffic sources
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● Direct 93% · ● Referral 6%
● Direct 73% · ● Referral 24%
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GumloopContinueCodeRabbitMicrosoft Copilot Studio
0331.5K663K994.5K1.3MContinue · 391.5KContinue · 458.8KContinue · 453.4KContinue · 422.2KContinue · 543.1KContinue · 655.7KContinue · 775.3KContinue · 715.2KContinue · 492KContinue · 410.4KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1M100K1M10MContinue · 391.5KContinue · 458.8KContinue · 453.4KContinue · 422.2KContinue · 543.1KContinue · 655.7KContinue · 775.3KContinue · 715.2KContinue · 492KContinue · 410.4KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free Trial
Free
Freemium
Free Trial
Starting price
$37per month
Free
$24per month
$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
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Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
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
CodeText
Code
DataDocumentsText
Output
Apps
Code
CodeText
Apps
Skill level
Intermediate
Advanced
Intermediate
Intermediate
Categories
Productivity & OfficeAI AgentAI Workflow
Development & CodeAI Code ReviewAI Coding Assistant
Development & CodeAI Code Review
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
3
8
11
Agent creation
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Agents
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Code reviews
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No-code
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Agent management
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Workflows
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Development
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Coding
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GitHub pull requests
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Chatbot building
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Chatbots
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Code analysis
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Code documentation
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Code quality
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Code security analysis
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Code testing
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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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Image generation
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Voice chatting
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
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Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
0
0
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.