Sema4.ai vs CrewAI vs Microsoft Copilot Studio vs Cubeo

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

Your tool
Sema4.ai
vs
Competitor 1
CrewAI
Competitor 2
Microsoft Copilot Studio
Competitor 3
Cubeo
Compare
4 tools · best value per row highlighted
Your tool Sema4.ai
sema4.ai
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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.
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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...
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Competitor Cubeo
cubeo.ai
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Traffic estimated monthly website traffic
Monthly visits
25.9Kvisits/mo
476.6Kvisits/mo
—
5.9Kvisits/mo
MoM change
▼ 8.2%
▼ 10.3%
—
▲ 14.3%
6-month growth
-27.7%
-5.3%
—
-25.6%
Global rank web
#1,152,211
#107,487
—
#4,184,636
Avg. last 3 months
27.1K
564.3K
—
5.4K
Bounce rate lower is better
38%
46%
—
37%
Pages / visit
1.7
2.6
—
1.2
Visit duration
11s
1m 32s
—
—
Traffic sources
● Direct 89% · ● Referral 7%
● Direct 75% · ● Referral 23%
—
—
Sema4.aiCrewAIMicrosoft Copilot StudioCubeo
0171.3K342.6K513.9K685.2KSema4.ai · 38.1KSema4.ai · 51.5KSema4.ai · 45.6KSema4.ai · 35.8KSema4.ai · 39.7KSema4.ai · 33.3KSema4.ai · 27KSema4.ai · 28.3KSema4.ai · 25.9KCrewAI · 408.9KCrewAI · 417.1KCrewAI · 521.4KCrewAI · 503.5KCrewAI · 610.1KCrewAI · 646.1KCrewAI · 685.2KCrewAI · 531.1KCrewAI · 476.6KCubeo · 3.2KCubeo · 8.2KCubeo · 10.9KCubeo · 8.3KCubeo · 7.9KCubeo · 13.3KCubeo · 13.8KCubeo · 5.2KCubeo · 5.2KCubeo · 5.9K1K10K100K1MSema4.ai · 38.1KSema4.ai · 51.5KSema4.ai · 45.6KSema4.ai · 35.8KSema4.ai · 39.7KSema4.ai · 33.3KSema4.ai · 27KSema4.ai · 28.3KSema4.ai · 25.9KCrewAI · 408.9KCrewAI · 417.1KCrewAI · 521.4KCrewAI · 503.5KCrewAI · 610.1KCrewAI · 646.1KCrewAI · 685.2KCrewAI · 531.1KCrewAI · 476.6KCubeo · 3.2KCubeo · 8.2KCubeo · 10.9KCubeo · 8.3KCubeo · 7.9KCubeo · 13.3KCubeo · 13.8KCubeo · 5.2KCubeo · 5.2KCubeo · 5.9KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free
Free Trial
Freemium
Starting price
Free tier
Free
$18per month
$17per month · free tier available
Free tier
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Free trial
–
–
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API access
–
–
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Plans
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Basic FreeEnterprise $0
Microsoft 365 Business Standard with Copilot $23.50/moMicrosoft 365 Copilot Business $18/moMicrosoft 365 Business Premium with Copilot $32/mo
Free FreeStarter $17/moPlus $47/moPremium $97/mo
Capabilities input → output
Input
TextDocumentsData
Text
DataDocumentsText
Web pagesTextDocuments
Output
DataApps
AppsCode
Apps
TextApps
Skill level
Advanced
Advanced
Intermediate
Intermediate
Categories
Productivity & OfficeAI Agent
Development & CodeProductivity & OfficeAI AgentAI Developer Tools+2 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Productivity & OfficeAI Agent
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
4
9
11
7
Agents
Agent creation
No-code
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Agent management
–
Agent collaboration
–
–
Workflows
–
–
Chatbot building
–
–
–
Chatbots
–
–
–
Developer tools
–
–
–
MCP
–
–
–
Voice agents
–
–
–
Agent testing
–
–
–
Blogging
–
–
–
Business automation
–
–
–
Customer support chatbot
–
–
–
Development
–
–
–
Research
–
–
–
Sales prospecting
–
–
–
Voice chatting
–
–
–
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
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.