Google Opal vs CrewAI vs Dify vs Make

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

Your tool
GOGoogle Opal
vs
Competitor 1
CrewAI
Competitor 2
Dify
Competitor 3
Make
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 CrewAI
crewai.com
CrewAI is a multi-agent platform that covers the full agent lifecycle for businesses: discover what to automate, build agents, govern them in production and optimize them over time.
Make main Remove
Competitor Dify
dify.ai
AI apps without code
Make main Remove
Competitor Make
make.com
Visual automation for complex workflows
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1.2Mvisits/mo
476.6Kvisits/mo
1Mvisits/mo
69visits/mo
MoM change
▼ 6.1%
▼ 10.3%
▼ 16.6%
▼ 100.0%
6-month growth
-57.1%
-5.3%
-30.6%
-100.0%
Global rank web
#37,425
#107,487
#39,510
#7,796
Avg. last 3 months
1.3M
564.3K
1.1M
3.7M
Bounce rate lower is better
35%
46%
41%
30%
Pages / visit
4.9
2.6
4.4
8.4
Visit duration
4m 01s
1m 32s
6m 40s
7m 47s
Traffic sources
● Direct 80% · ● Referral 19%
● Direct 75% · ● Referral 23%
● Direct 84% · ● Referral 15%
● Direct 91% · ● Referral 6%
Google OpalCrewAIDifyMake
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 · 1.2MCrewAI · 408.9KCrewAI · 417.1KCrewAI · 521.4KCrewAI · 503.5KCrewAI · 610.1KCrewAI · 646.1KCrewAI · 685.2KCrewAI · 531.1KCrewAI · 476.6KDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MMake · 5.1MMake · 5.2MMake · 5.4MMake · 5MMake · 6.1MMake · 5.9MMake · 6.7MMake · 5.8MMake · 5.3MMake · 69101001K10K100K1M10MGoogle Opal · 3.3MGoogle Opal · 3.5MGoogle Opal · 2.6MGoogle Opal · 2.7MGoogle Opal · 3MGoogle Opal · 2.1MGoogle Opal · 1.6MGoogle Opal · 1.2MGoogle Opal · 1.2MCrewAI · 408.9KCrewAI · 417.1KCrewAI · 521.4KCrewAI · 503.5KCrewAI · 610.1KCrewAI · 646.1KCrewAI · 685.2KCrewAI · 531.1KCrewAI · 476.6KDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MMake · 5.1MMake · 5.2MMake · 5.4MMake · 5MMake · 6.1MMake · 5.9MMake · 6.7MMake · 5.8MMake · 5.3MMake · 69Nov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free
Freemium
Freemium
Starting price
—
Free
$590per month · free tier available
$6per month · free tier available
Free tier
–
Free trial
–
–
–
–
API access
–
Plans
—
Basic FreeEnterprise $0
Sandbox FreeProfessional $590/yrTeam $1,590/yrEnterprise Custom
—
Capabilities input → output
Input
Text
Text
DocumentsText
DataText
Output
Apps
AppsCode
Apps
Apps
Skill level
Advanced
Advanced
Intermediate
Intermediate
Categories
Development & CodeProductivity & OfficeAI App BuilderAI Workflow
Development & CodeProductivity & OfficeAI AgentAI Developer Tools+2 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Development & CodeProductivity & OfficeAI AgentAI Workflow+1 more
Tasks what each tool can do · 3 shared · core   partial
Tasks covered
4
9
9
9
No-code
Workflows
Agents
Agent creation
–
Developer tools
–
–
Agent management
–
–
Development
–
–
Agent collaboration
–
–
–
Process automation
–
–
–
API integrations
–
–
–
Chatbots
–
–
–
LLM development
–
–
–
Prototyping
–
–
–
Agent testing
–
–
–
Marketing automation
–
–
–
Productivity
–
–
–
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
–
–
–
–

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.