Agno vs LangGraph

Choose Agno if…

Best for python developers building agents that need to reason over images, audio, and video, not just text, and its edge is multi-modal by default, no special handling required for non-text inputs, unlike most agent frameworks. A genuinely readable, Pythonic way to build multi-modal agents, there's no TypeScript SDK if that's your stack. Lean toward LangGraph instead if graph visualization makes complex agent logic debuggable in a way a purely sequential framework can't match matters more for your use case.

Choose LangGraph if…

Best for developers building agent workflows that need loops, branching, or human-in-the-loop checkpoints, and its edge is graph visualization makes complex agent logic debuggable in a way a purely sequential framework can't match. The right tool once your agent logic outgrows a simple pipeline, overkill for a straightforward linear task. Lean toward Agno instead if multi-modal by default, no special handling required for non-text inputs, unlike most agent frameworks matters more for your use case.