Sema4.ai vs AutoGen vs Agno 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
AutoGen
Competitor 2
Agno
Competitor 3
IBM watsonx Orchestrate
Compare
4 tools · best value per row highlighted
Your tool Sema4.ai
sema4.ai
Competitor AutoGen
microsoft.github.io
AutoGen is an open-source framework from Microsoft for building AI agents and multi-agent applications.
Competitor Agno
agno.com
Agno is an agent platform that runs in your own cloud and covers the full lifecycle of building, serving and managing AI agents.
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.
Traffic estimated monthly website traffic
Monthly visits
25.9Kvisits/mo
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MoM change
▼ 8.2%
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6-month growth
-27.7%
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Global rank web
#1,152,211
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Avg. last 3 months
27.1K
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Bounce rate lower is better
38%
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Pages / visit
1.7
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Visit duration
11s
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Traffic sources
● Direct 89% · ● Referral 7%
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Sema4.aiAutoGenAgnoIBM watsonx Orchestrate
012.9K25.7K38.6K51.5KSema4.ai · 38.1KSema4.ai · 51.5KSema4.ai · 45.6KSema4.ai · 35.8KSema4.ai · 39.7KSema4.ai · 33.3KSema4.ai · 27KSema4.ai · 28.3KSema4.ai · 25.9K10K100KSema4.ai · 38.1KSema4.ai · 51.5KSema4.ai · 45.6KSema4.ai · 35.8KSema4.ai · 39.7KSema4.ai · 33.3KSema4.ai · 27KSema4.ai · 28.3KSema4.ai · 25.9KNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Freemium
Free
Freemium
Freemium
Starting price
Free tier
Free
$150per month · free tier available
$530per month
Free tier
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Free trial
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API access
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Plans
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Free FreePro $150/moEnterprise Custom
Trial FreeEssentials $530/moStandard $6,360/moPremium Custom
Capabilities input → output
Input
DataDocumentsText
CodeText
CodeText
DocumentsText
Output
AppsData
AppsCode
Apps
AppsText
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
4
7
10
9
Agents
Agent creation
Agent management
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Agent collaboration
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Developer tools
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Self hosted
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Workflows
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Agent testing
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AI observability
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AI system monitoring
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Agent integrity monitoring
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Agent memory
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Business automation
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Cost management
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LLM development
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No-code
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
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Saves
0
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Reviews
0
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Prompts
0
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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.