Agno vs LangGraph vs Lambda vs IBM watsonx Orchestrate

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

Your tool
Agno
vs
Competitor 1
LangGraph
Competitor 2
Lambda
Competitor 3
IBM watsonx Orchestrate
Compare
4 tools · best value per row highlighted
Your tool 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.
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Competitor LangGraph
langchain.com
LangGraph is an open-source agent runtime and low-level orchestration framework for building AI agents that behave reliably on complex tasks.
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Competitor Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
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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.
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Traffic estimated monthly website traffic
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Bounce rate lower is better
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Pricing
Model
Freemium
Freemium
Paid
Freemium
Starting price
$150per month · free tier available
$39per month · free tier available
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$530per month
Free tier
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Free trial
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API access
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Plans
Free FreePro $150/moEnterprise Custom
Developer FreePlus $39/moEnterprise Custom
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Trial FreeEssentials $530/moStandard $6,360/moPremium Custom
Capabilities input → output
Input
CodeText
Code
CodeData
DocumentsText
Output
Apps
Apps
Apps
AppsText
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Development & CodeAI Developer Tools
Productivity & OfficeAI AgentAI Workflow
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
10
8
3
9
Agents
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Agent creation
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Workflows
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Agent collaboration
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Developer tools
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Agent management
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Agent memory
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Self hosted
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Agent testing
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GPU infrastructure
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AI observability
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AI system monitoring
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Agent integrity monitoring
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Cost management
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LLM development
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Model training
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Community on aitoolstime
Rating
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Reviews
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Prompts
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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.