A agentindex
Comparison

Smolagents vs AWS Strands Agents

A like-for-like, spec-level comparison. Both entries are verified against their docs and repo.

Smolagents

Hugging Face's minimalist code-writing agents.

  • + Minimal and easy to reason about
  • + Code-as-action avoids JSON tool schemas
  • − Less orchestration than LangGraph
  • − Executing agent code needs sandboxing

AWS Strands Agents

AWS's model-driven, open-source agent SDK.

  • + Model-driven design keeps agents concise
  • + Tight AWS Bedrock and observability integration
  • − Leaned toward the AWS ecosystem
  • − Smaller community than LangGraph/CrewAI
Spec Smolagents AWS Strands Agents
Role Agent framework Agent framework
Tags agent-framework, library, code-acting, persona-solo-builder, persona-platform-engineer agent-framework, library, orchestration, persona-solo-builder, persona-platform-engineer
License Apache-2.0 Apache-2.0
Open source Yes Yes
Self-hostable Yes Yes
MCP support Yes Yes
Pricing free free
Price Free Free
Usage cost BYOK BYOK
Models claude, gpt, gemini, local, byok byok
Languages python python
GitHub stars 28.2k 6.4k
Last activity 2026-06-23 2026-07-03