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Head-to-head comparison

Semantic Kernel vs LangGraph

Compare Semantic Kernel and LangGraph side by side across pricing, features, ratings, pros, cons, best-fit use cases, and alternatives.

Feature comparison

Feature
Semantic Kernel
LangGraph
Category
agent-frameworks
agent-frameworks
Pricing
Free
Free plan
Free plan
API access
Mobile app
Browser extension
Team collaboration
Custom training
Self-hosted option
Offline mode
Multi-language support

Semantic Kernel pros and cons

First-class C#/.NET support, rare among AI frameworks
Free and open source
Enterprise features: type safety, DI, telemetry
Multi-language (C#, Python, Java)
Strategic focus shifting to Microsoft Agent Framework
Concepts like planners have changed across versions
Python support historically trailed .NET

LangGraph pros and cons

Explicit, debuggable control over agent state and flow
MIT-licensed core, free to self-host
Model-agnostic, not tied to one LLM vendor
Strong support for cycles, checkpointing, and human-in-the-loop
Steeper learning curve than high-level agent builders
Requires comfort with graph and state concepts
Paid platform and observability are separate products

Which one should you choose?

Best overall signal
LangGraph

Selected using Toolglade popularity signals such as views and votes.

Best value signal
Semantic Kernel

Selected using free-plan availability and engagement signals.

Best for

Semantic Kernel

  • enterprise .NET AI apps
  • plugin and tool orchestration
  • LLM integration in existing systems
  • agent building on Microsoft stacks
  • Enterprise .NET development teams

LangGraph

  • stateful multi-agent systems
  • human-in-the-loop workflows
  • production agent control
  • long-running agent tasks
  • Engineering teams building production agents

FAQ

Is Semantic Kernel better than LangGraph?

It depends on your use case. Compare category fit, pricing, feature availability, and ratings before choosing.

Which tool has a free plan?

Semantic Kernel and LangGraph offer a free plan based on current Toolglade data.