Gumloop vs GitHub Copilot vs Kilo Code vs IBM watsonx Orchestrate

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
Kilo Code
Competitor 3
IBM watsonx Orchestrate
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 Kilo Code
kilocode.ai
Kilo Code is an open source AI agent Visual Studio (VS) Code extension that focuses on enhancing the efficiency of coding. The tool can generate code, automate tasks, and offer practical suggestions.
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Competitor IBM watsonx Orchestrate
ibm.com
IBM watsonx Orchestrate is an agent management platform for building, deploying, orchestrating and governing AI agents from a single control plane.
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Traffic estimated monthly website traffic
Monthly visits
—
637.9Mvisits/mo
1.9Kvisits/mo
—
MoM change
—
▲ 3.7%
▼ 42.3%
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6-month growth
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+19.3%
-94.4%
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Global rank web
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#49
#4,668,091
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Avg. last 3 months
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629.7M
10.5K
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Bounce rate lower is better
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36%
34%
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Pages / visit
—
5.9
2.4
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Visit duration
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6m 26s
19s
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Traffic sources
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● Direct 83% · ● Referral 15%
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GumloopGitHub CopilotKilo CodeIBM watsonx Orchestrate
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 · 637.9MKilo Code · 744.7KKilo Code · 164KKilo Code · 48.6KKilo Code · 16KKilo Code · 33.5KKilo Code · 14.4KKilo Code · 10.5KKilo Code · 26.4KKilo Code · 3.2KKilo Code · 1.9K1K10K100K1M10M100M1BGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MKilo Code · 744.7KKilo Code · 164KKilo Code · 48.6KKilo Code · 16KKilo Code · 33.5KKilo Code · 14.4KKilo Code · 10.5KKilo Code · 26.4KKilo Code · 3.2KKilo Code · 1.9KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free Trial
Freemium
Freemium
Freemium
Starting price
$37per month
$4per month · free tier available
$20per month · free tier available
$530per month
Free tier
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Free trial
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API access
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–
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Plans
Pro $37/moEnterprise Custom
Free FreeTeam $4/moEnterprise $21/mo
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Trial FreeEssentials $530/moStandard $6,360/moPremium Custom
Capabilities input → output
Input
DataText
CodeText
CodeText
DocumentsText
Output
Apps
Code
Code
AppsText
Skill level
Intermediate
Intermediate
Advanced
Advanced
Categories
Productivity & OfficeAI AgentAI Workflow
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Development & CodeAI Coding Assistant
Productivity & OfficeAI AgentAI Workflow
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
9
5
9
Agents
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Agent management
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Coding
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Agent creation
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Coding in VS Code
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Vs code
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Workflows
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Code autocompletion
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Agent collaboration
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Code reviews
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No-code
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–
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AI observability
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–
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Agent integrity monitoring
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–
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Agent memory
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–
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Agent testing
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–
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Code analysis
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Cost management
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Debugging
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Development
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Image generation
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Terminal
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
2
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.