Gumloop vs Make vs Dify 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
Make
Competitor 2
Dify
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.
Remove
Competitor Make
make.com
Visual automation for complex workflows
Make main Remove
Competitor Dify
dify.ai
AI apps without code
Make main Remove
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...
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
69visits/mo
1Mvisits/mo
—
MoM change
—
▼ 100.0%
▼ 16.6%
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6-month growth
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-100.0%
-30.6%
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Global rank web
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#7,796
#39,510
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Avg. last 3 months
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3.7M
1.1M
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Bounce rate lower is better
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30%
41%
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Pages / visit
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8.4
4.4
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Visit duration
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7m 47s
6m 40s
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Traffic sources
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● Direct 91% · ● Referral 6%
● Direct 84% · ● Referral 15%
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GumloopMakeDifyMicrosoft Copilot Studio
01.7M3.3M5M6.7MMake · 5.1MMake · 5.2MMake · 5.4MMake · 5MMake · 6.1MMake · 5.9MMake · 6.7MMake · 5.8MMake · 5.3MMake · 69Dify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1M101001K10K100K1M10MMake · 5.1MMake · 5.2MMake · 5.4MMake · 5MMake · 6.1MMake · 5.9MMake · 6.7MMake · 5.8MMake · 5.3MMake · 69Dify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free Trial
Freemium
Freemium
Free Trial
Starting price
$37per month
$6per month · free tier available
$590per month · free tier available
$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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Sandbox FreeProfessional $590/yrTeam $1,590/yrEnterprise 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
DataText
DocumentsText
DataDocumentsText
Output
Apps
Apps
Apps
Apps
Skill level
Intermediate
Intermediate
Intermediate
Intermediate
Categories
Productivity & OfficeAI AgentAI Workflow
Development & CodeProductivity & OfficeAI AgentAI Workflow+1 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Tasks what each tool can do · 3 shared · core   partial
Tasks covered
5
6
9
8
Agent creation
Agents
Workflows
No-code
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Agent management
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Chatbots
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API integrations
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–
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Chatbot building
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–
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Developer tools
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–
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LLM development
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–
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Agent memory
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–
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Development
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–
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Productivity
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–
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Voice chatting
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–
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 1
▲ 0
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.