Google Opal vs Pipefy vs Dify vs MindStudio

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

Your tool
GOGoogle Opal
vs
Competitor 1
Pipefy
Competitor 2
Dify
Competitor 3
MindStudio
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
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Competitor Pipefy
pipefy.com
Make main Remove
Competitor Dify
dify.ai
AI apps without code
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Competitor MindStudio
mindstudio.ai
MindStudio is a visual builder for AI agents that needs no coding but can be extended with code when a project calls for it.
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Traffic estimated monthly website traffic
Monthly visits
1.2Mvisits/mo
2.7Mvisits/mo
1Mvisits/mo
—
MoM change
▼ 6.1%
▲ 13.8%
▼ 16.6%
—
6-month growth
-57.1%
+18.7%
-30.6%
—
Global rank web
#37,425
#17,377
#39,510
—
Avg. last 3 months
1.3M
2.6M
1.1M
—
Bounce rate lower is better
35%
45%
41%
—
Pages / visit
4.9
7.4
4.4
—
Visit duration
4m 01s
9m 54s
6m 40s
—
Traffic sources
● Direct 80% · ● Referral 19%
● Direct 80% · ● Mail 13%
● Direct 84% · ● Referral 15%
—
Google OpalPipefyDifyMindStudio
0866.5K1.7M2.6M3.5MGoogle Opal · 3.3MGoogle Opal · 3.5MGoogle Opal · 2.6MGoogle Opal · 2.7MGoogle Opal · 3MGoogle Opal · 2.1MGoogle Opal · 1.6MGoogle Opal · 1.2MGoogle Opal · 1.2MPipefy · 2.1MPipefy · 2.2MPipefy · 2.4MPipefy · 2.3MPipefy · 2.9MPipefy · 2.4MPipefy · 2.6MPipefy · 2.4MPipefy · 2.7MDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1M1M10MGoogle Opal · 3.3MGoogle Opal · 3.5MGoogle Opal · 2.6MGoogle Opal · 2.7MGoogle Opal · 3MGoogle Opal · 2.1MGoogle Opal · 1.6MGoogle Opal · 1.2MGoogle Opal · 1.2MPipefy · 2.1MPipefy · 2.2MPipefy · 2.4MPipefy · 2.3MPipefy · 2.9MPipefy · 2.4MPipefy · 2.6MPipefy · 2.4MPipefy · 2.7MDify · 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
Freemium
Starting price
—
Free tier
$590per month · free tier available
$16per month · free tier available
Free tier
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Free trial
–
–
–
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API access
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Plans
—
Starter FreeBusiness CustomEnterprise Custom
Sandbox FreeProfessional $590/yrTeam $1,590/yrEnterprise Custom
Free FreeIndividual $16/moBusiness Custom
Capabilities input → output
Input
Text
DataText
DocumentsText
AudioDocumentsText
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+4 more
Tasks what each tool can do · 3 shared · core   partial
Tasks covered
4
4
9
7
No-code
Workflows
Agents
Agent creation
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Developer tools
–
–
Chatbots
–
–
–
LLM development
–
–
–
Prototyping
–
–
–
Development
–
–
–
MCP
–
–
–
Model routing
–
–
–
Productivity
–
–
–
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.