Semantic Kernel vs smolagents

Pick two tools from the same category to compare side-by-side.

	Semantic Kernel Microsoft's open-source SDK for embedding LLM agents and plugins into .NET, Python, and Java apps.	smolagents Hugging Face's minimalist agent library where agents act by writing and running code.
Category	framework	framework
Vendor type	open source	open source
Pricing	free	free
Strengths	+ Strong enterprise and multi-language support (.NET, Python, Java) + Plugin/connector model and Azure ecosystem integration + Backed by Microsoft with extensive documentation + Established memory and planner/agent primitives	+ Minimal, readable codebase with few abstractions + Code-agent approach can reduce steps and LLM calls + Model-agnostic via LiteLLM and the Hub + Sandboxed execution options (E2B, Modal, Docker)
Tradeoffs	− Most new investment has shifted to Microsoft Agent Framework − API churn and migration overhead for long-lived projects − Heavier, enterprise-oriented abstractions	− Minimalism means fewer built-in features for complex orchestration − Executing model-written code requires careful sandboxing − Younger, smaller ecosystem than larger frameworks
Used in stacks	0	0