Sema4.ai vs Lyzr AI vs CrewAI vs IBM watsonx Orchestrate

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

Your tool
Sema4.ai
vs
Competitor 1
Lyzr AI
Competitor 2
CrewAI
Competitor 3
IBM watsonx Orchestrate
Compare
4 tools · best value per row highlighted
Your tool Sema4.ai
sema4.ai
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Competitor Lyzr AI
lyzr.ai
Lyzr is an enterprise platform for taking AI agents to production.
Make main 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.
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Competitor IBM watsonx Orchestrate
ibm.com
IBM watsonx Orchestrate is an agent management platform for building, deploying, orchestrating and governing AI agents from a single control plane.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
25.9Kvisits/mo
222.8Kvisits/mo
476.6Kvisits/mo
—
MoM change
▼ 8.2%
▲ 86.5%
▼ 10.3%
—
6-month growth
-27.7%
+8.5%
-5.3%
—
Global rank web
#1,152,211
#169,395
#107,487
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Avg. last 3 months
27.1K
123.3K
564.3K
—
Bounce rate lower is better
38%
64%
46%
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Pages / visit
1.7
1.2
2.6
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Visit duration
11s
53s
1m 32s
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Traffic sources
● Direct 89% · ● Referral 7%
● Direct 81% · ● Referral 15%
● Direct 75% · ● Referral 23%
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Sema4.aiLyzr AICrewAIIBM watsonx Orchestrate
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 · 25.9KLyzr AI · 29KLyzr AI · 133.6KLyzr AI · 157.7KLyzr AI · 205.2KLyzr AI · 202.2KLyzr AI · 25.1KLyzr AI · 27.7KLyzr AI · 119.4KLyzr AI · 222.8KCrewAI · 408.9KCrewAI · 417.1KCrewAI · 521.4KCrewAI · 503.5KCrewAI · 610.1KCrewAI · 646.1KCrewAI · 685.2KCrewAI · 531.1KCrewAI · 476.6K10K100K1MSema4.ai · 38.1KSema4.ai · 51.5KSema4.ai · 45.6KSema4.ai · 35.8KSema4.ai · 39.7KSema4.ai · 33.3KSema4.ai · 27KSema4.ai · 28.3KSema4.ai · 25.9KLyzr AI · 29KLyzr AI · 133.6KLyzr AI · 157.7KLyzr AI · 205.2KLyzr AI · 202.2KLyzr AI · 25.1KLyzr AI · 27.7KLyzr AI · 119.4KLyzr AI · 222.8KCrewAI · 408.9KCrewAI · 417.1KCrewAI · 521.4KCrewAI · 503.5KCrewAI · 610.1KCrewAI · 646.1KCrewAI · 685.2KCrewAI · 531.1KCrewAI · 476.6KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Free
Freemium
Starting price
Free tier
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Free
$530per month
Free tier
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Free trial
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–
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API access
–
–
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Plans
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Lyzr Cloud $0.08/otherLyzr VPC/On-Prem $0.03/other
Basic FreeEnterprise $0
Trial FreeEssentials $530/moStandard $6,360/moPremium Custom
Capabilities input → output
Input
DataDocumentsText
Text
Text
DocumentsText
Output
AppsData
Apps
AppsCode
AppsText
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Productivity & OfficeAI Agent
Productivity & OfficeAI Agent
Development & CodeProductivity & OfficeAI AgentAI Developer Tools+2 more
Productivity & OfficeAI AgentAI Workflow
Tasks what each tool can do · 3 shared · core   partial
Tasks covered
4
6
9
9
Agents
Agent creation
Agent management
Agent collaboration
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Workflows
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Agent testing
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–
Developer tools
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–
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No-code
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–
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AI observability
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–
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Agent integrity monitoring
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–
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Agent memory
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–
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Business automation
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Cost management
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–
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Development
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–
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Knowledge bases
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–
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Knowledge graphs
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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.