LangGraph vs Spring AI Alibaba

Side-by-side comparison of two AI agent tools

Short answer

  • LangGraph is growing faster: +2,365 GitHub stars in the last 30 days vs +50 for Spring AI Alibaba.
  • Pick LangGraph for: build resilient language agents as graphs. Pick Spring AI Alibaba for: agentic AI Framework for Java Developers.

From GitHub data refreshed daily.

LangGraphopen-source

Build resilient language agents as graphs.

S

Agentic AI Framework for Java Developers

Metrics

LangGraphSpring AI Alibaba
Stars42.7k11.0k
Star velocity /mo2.4k50
Commits (90d)13258
Releases (6m)101
Downloads (30d, npm + PyPI)43.7M—
Overall score0.80913195306925360.4517807871559761

Pros

  • +Durable execution ensures agents automatically resume from exactly where they left off after failures or interruptions
  • +Comprehensive memory system with both short-term working memory for ongoing reasoning and long-term persistent memory across sessions
  • +Seamless human-in-the-loop capabilities allow for inspection and modification of agent state at any point during execution

    Cons

    • -Low-level framework requires more technical expertise and setup compared to high-level agent builders
    • -Graph-based agent design paradigm may have a steeper learning curve for developers new to agent orchestration
    • -Production deployment complexity may be overkill for simple chatbot or single-turn use cases

      Use Cases

      • •Long-running autonomous agents that need to persist through system failures and operate over days or weeks
      • •Complex multi-step workflows requiring human oversight, approval, or intervention at specific decision points
      • •Stateful agents that must maintain context and memory across multiple sessions and interactions
        View LangGraph DetailsView Spring AI Alibaba Details

        FAQ

        Which is more popular, LangGraph or Spring AI Alibaba?
        LangGraph has more GitHub stars (42,656 vs 10,957).
        Which is more actively developed, LangGraph or Spring AI Alibaba?
        LangGraph had more commits in the last 90 days (132 vs 58).
        Should I use LangGraph or Spring AI Alibaba?
        Compare their capabilities, limitations and "best for" notes above. Both are open source, so trying each on a small task is the fastest way to decide.