Google Opal 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
GOGoogle Opal
vs
Competitor 1
Make
Competitor 2
Dify
Competitor 3
Microsoft Copilot Studio
Compare
4 tools · best value per row highlighted
Your tool GOGoogle Opal
opal.google
This experimental platform from Google lets you build and run AI experiments with direct ties to their ecosystem
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
1.2Mvisits/mo
69visits/mo
1Mvisits/mo
—
MoM change
▼ 6.1%
▼ 100.0%
▼ 16.6%
—
6-month growth
-57.1%
-100.0%
-30.6%
—
Global rank web
#37,425
#7,796
#39,510
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Avg. last 3 months
1.3M
3.7M
1.1M
—
Bounce rate lower is better
35%
30%
41%
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Pages / visit
4.9
8.4
4.4
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Visit duration
4m 01s
7m 47s
6m 40s
—
Traffic sources
● Direct 80% · ● Referral 19%
● Direct 91% · ● Referral 6%
● Direct 84% · ● Referral 15%
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Google OpalMakeDifyMicrosoft Copilot Studio
01.7M3.3M5M6.7MGoogle Opal · 3.3MGoogle Opal · 3.5MGoogle Opal · 2.6MGoogle Opal · 2.7MGoogle Opal · 3MGoogle Opal · 2.1MGoogle Opal · 1.6MGoogle Opal · 1.2MGoogle Opal · 1.2MMake · 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 · 1M101001K10K100K1M10MGoogle Opal · 3.3MGoogle Opal · 3.5MGoogle Opal · 2.6MGoogle Opal · 2.7MGoogle Opal · 3MGoogle Opal · 2.1MGoogle Opal · 1.6MGoogle Opal · 1.2MGoogle Opal · 1.2MMake · 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
Freemium
Freemium
Freemium
Free Trial
Starting price
—
$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
—
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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
Text
DataText
DocumentsText
DataDocumentsText
Output
Apps
Apps
Apps
Apps
Skill level
Advanced
Intermediate
Intermediate
Intermediate
Categories
Development & CodeProductivity & OfficeAI App BuilderAI 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
4
9
9
11
No-code
Workflows
Agents
Agent creation
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Chatbots
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Agent management
–
–
Process automation
–
–
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API integrations
–
–
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Chatbot building
–
–
–
Developer tools
–
–
–
LLM development
–
–
–
MCP
–
–
–
Prototyping
–
–
–
Voice agents
–
–
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Customer support chatbot
–
–
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Development
–
–
–
Marketing automation
–
–
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Productivity
–
–
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Voice chatting
–
–
–
Zapier assistance
–
–
–
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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–
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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.