Swarms vs. LangGraph, CrewAI, AutoGen and Five More: A Framework Overhead Benchmark
In our latest benchmark against 8 A | Hanami
Swarms vs. LangGraph, CrewAI, AutoGen and Five More: A Framework Overhead Benchmark
In our latest benchmark against 8 AI agent frameworks, Swarms delivered just 11ms of overhead at 100 agents and 73ms at 1,000 agents.
That's up to 62× less overhead at 100 agents and 118× less at 1,000 agents compared to competing frameworks. Swarms ranked 2nd fastest overall, led in 28 of 48 comparisons, and scaled massive agent workflows using just 2 threads.
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Quoted @swarms_corp: Introducing Swarms v17 "InterLink " 🔁👾
Swarms is now the fastest and most scalable multi-agent framework in Python, delivering 10–40x faster performance than competing frameworks like LangChain, AutoGen, and others.
InterLink brings major upgrades to the ecosystem, including:
- Communication Channels for seamless agent-to-agent communication.
- Routehub replacing LiteLLM, delivering up to a 20x speed improvement.
- Significant performance, scalability, and infrastructure enhancements.
This is a major leap forward for building, orchestrating, and scaling multi-agent systems.
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