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23 Best Google ADK Alternatives & Competitors
The top alternatives to Google ADK in the Agent Frameworks space, compared on features, pricing, and what they're best at.
Updated March 10, 2026
Why look beyond Google ADK?
Google's Agent Development Kit (ADK) is a flexible and modular framework launched in 2024 for developing and deploying AI agents using a code-first approach. The ADK was designed to make agent development feel more like traditional software development, enabling developers to create, deploy, and orchestrate agentic architectures ranging from simple tasks to complex multi-agent workflows. Available for both Python and TypeScript, ADK emphasizes writing clean, testable, and maintainable code rather than relying heavily on prompt engineering.
Common reasons users explore alternatives
- Optimized primarily for Google Cloud ecosystem
- May be overly structured for simple use cases
- Less flexibility for multi-cloud or non-Google deployments
Top alternatives to Google ADK
LangChain
LangChain Expression Language (LCEL)
AutoGPT
Visual workflow builder with composable agent 'blocks'
LangGraph
Graph-based agent workflows with nodes, edges, and conditional routing
Strands
OpenAI Agents SDK
CrewAI
Multi-agent role-based collaboration
GripTape
Llama Stack
AutoGen
Multi-agent conversation framework
Vercel AI SDK
TypeScript-first AI SDK
Dify
Visual workflow builder for AI apps
DSPy
Semantic Kernel
Enterprise AI orchestration by Microsoft
Pydantic AI
Type-safe agent inputs, outputs, and tool calls via Python type hints
Instructor
Hermes Agent
Persistent memory across sessions in ~/.hermes/memories/
Agno
23+ LLM providers (OpenAI, Anthropic, Gemini, etc.) and 100+ tool integrations
Atomic Agents
Built on Instructor for structured outputs
Smolagents
21st.dev
Largest React component registry — shadcn/ui + Tailwind based
Terminal Use
Agent hosting & deployment
Mastra
TypeScript agent framework
Run Agent Frameworks in production with Respan
One platform for routing, observability, tracing, and evals across every LLM provider.