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Agno claims massive speed gains in agent framework, but benchmark measures only object instantiation

By PulseAugur Editorial · [1 sources] ·

Agno claims its agent framework is 529 times faster and uses 24 times less memory than LangGraph, based on a benchmark measuring agent instantiation speed. However, this benchmark measures only the construction of the agent object in Python and does not involve language model calls. Agno's approach defers most operations until runtime, while other frameworks perform more work during instantiation. AI

IMPACT Performance benchmarks for agent frameworks can influence developer choices and adoption rates for AI tooling.

RANK_REASON The item discusses a specific software framework's performance claims and a benchmark analysis, which falls under tooling rather than a core AI release or significant industry event.

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AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

Agno claims massive speed gains in agent framework, but benchmark measures only object instantiation

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The item discusses a specific software framework's performance claims and a benchmark analysis, which falls under tooling rather than a core AI release or significant industry event.
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COVERAGE [1]

  1. Towards AI TIER_1 English(EN) · Praveen Kumar ·

    Agno Says It Builds Agents 529× Faster Than LangGraph. I Measured What That Actually Buys You

    <div class="medium-feed-item"><p class="medium-feed-image"><a href="https://pub.towardsai.net/agno-says-it-builds-agents-529-faster-than-langgraph-i-measured-what-that-actually-buys-you-a3c9cb6c198a?source=rss----98111c9905da---4"><img src="https://cdn-images-1.medium.com/max/720…

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