FEATURES / FIT / TRADE-OFFS

LangGraph vs Semantic Kernel

LangGraph may fit developers building and evaluating custom agents. Semantic Kernel may fit developers building and evaluating custom agents. Compare your own workflow before making a choice; this page does not rank either platform as a universal winner.

Compare the work, then the plan.Capabilities · fit · trade-offs · costs
Compare LangGraph, Semantic Kernel by fit, capabilities, pricing, and published community ratings.
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LangGraphNot yet rated
Semantic KernelNot yet rated
What it doesFramework for building stateful, controllable agent workflows.Microsoft SDK for integrating AI models, functions, and agents into applications.
Potential fitDevelopers building and evaluating custom agents.Developers building and evaluating custom agents.
CategoryAgent frameworksAgent frameworks
Key capabilities
  • Framework for building stateful, controllable agent workflows
  • Microsoft SDK for integrating AI models, functions, and agents into applications
Look closer
Check licensing, maintenance status, supported providers, and hosting or inference costs.
Check licensing, maintenance status, supported providers, and hosting or inference costs.
Pricing & plans
Check current vendor pricingAsk the vendor about pricing ↗
Check current vendor pricingAsk the vendor about pricing ↗
Community ratingNot yet rated0 published reviewsNot yet rated0 published reviews
Vendor sourceOfficial vendor website ↗Official vendor website ↗
ExploreRead the profile ↗Read the profile ↗
01 · Define one task02 · Test the same inputs03 · Check cost and exportBuild your pilot plan ↗

Which platform should you choose?

Build agents with code, orchestration, memory, and evaluation libraries. Start with a real task and compare the output, effort, permissions, and full cost. Check licensing, maintenance status, supported providers, and hosting or inference costs. Validate claims with the vendor and test the important workflow with your team. Differences shown here are evaluation prompts, not hands-on performance findings.

LangGraph: the evaluation focus

Framework for building stateful, controllable agent workflows. Check licensing, maintenance status, supported providers, and hosting or inference costs.

Read the LangGraph profile

Semantic Kernel: the evaluation focus

Microsoft SDK for integrating AI models, functions, and agents into applications. Check licensing, maintenance status, supported providers, and hosting or inference costs.

Read the Semantic Kernel profile

How we choose and describe platforms.