[::] Agentic Stacks

Google ADK vs LlamaIndex

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

Google ADK
Open-source, code-first toolkit from Google for building, evaluating, and deploying AI agents.
LlamaIndex
Data framework for connecting LLMs to private data, with RAG, agents, and event-driven workflows.
Category frameworkframework
Vendor type hybridhybrid
Pricing freemiumfreemium
Strengths
  • + Code-first design with explicit control over orchestration and tools
  • + Native multi-agent composition and delegation
  • + Built-in evaluation and local dev CLI (adk run, adk web)
  • + Backed by Google with paths to managed Vertex AI deployment
  • + Extensive data connectors and RAG tooling
  • + Strong document parsing and ingestion (LlamaParse/LlamaCloud)
  • + Agents and event-driven workflows built in
  • + Large ecosystem and integrations
Tradeoffs
  • − Newer framework with a smaller community than longer-established options
  • − Strongest ergonomics within the Google/Gemini and Cloud ecosystem
  • − Broad API surface can be complex to navigate
  • − Heritage is RAG-centric rather than agent-first
  • − Frequent API changes across versions
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