Neural Magic is a company focused on AI model optimization and deployment, offering leading enterprise-grade inference solutions to maximize performance and improve hardware efficiency. The company's products support the deployment of leading open-source large language models (LLMs) on GPU and CPU infrastructures, enabling businesses to efficiently and securely deploy AI models in cloud, private data centers, or edge environments. Neural Magic emphasizes its expertise in machine learning model optimization and its innovative LLM compression technologies developed in collaboration with research institutions, such as GPTQ and SparseGPT. In terms of pricing and positioning, Neural Magic offers free trials and paid services designed to help enterprises reduce costs, enhance efficiency, and maintain data privacy and security.