adk-python Alternatives (2026)

As of October 2026, the top alternatives to adk-python are langchain, ai, crewAI, autogen, agentic-awesome-skills, deer-flow, langgraph and deepagents — ranked open-source Agent Framework agents on The Agentic Leaderboard.

Ranked by overall score on reliability, tool selection quality, autonomous iteration, efficiency, and community mindshare. Updated weekly.

RankAlternativeScorevs adk-python
#13langchain
by langchain-ai
86.2+2.5
#14ai
by vercel
86.1+2.4
#15crewAI
by crewAIInc
86.0+2.3
#24autogen
by microsoft
85.4+1.7
#25agentic-awesome-skills
by sickn33
85.4+1.7
#29deer-flow
by bytedance
85.1+1.4
#36langgraph
by langchain-ai
84.9+1.2
#44deepagents
by langchain-ai
84.8+1.1