Modular

Looking for a tool like Modular (MAX and Mojo for fast portable AI inference)? Below are 5 AI tools people use as an alternative to Modular, ranked by leaderboard position. Each one is approved by our editors and worth comparing before you decide.

vLLM

The open-source inference engine most self-hosted LLM deployments run on

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TensorRT-LLM

NVIDIA's library for optimized LLM inference

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Ray

Open-source distributed computing for Python and ML at scale

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llama.cpp

The C++ engine that made local LLMs practical

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BentoML

Open-source framework for shipping ML models to production

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