# GPU Marketplace Janction Network has completed an optimized design of its GPU resource provisioning side, significantly improving resource utilization and scalability. This improvement enables more efficient resource allocation to better meet diverse computing needs and provide flexible solutions for users of all sizes. On the demand side, Janction Network has built an innovative GPU Marketplace designed to facilitate transactions between GPU demanders and providers, where users can shop for the GPU resources they need. The platform is designed to provide users with a transparent, fair and efficient resource sourcing environment. Users can not only choose the right GPU resources for their needs, but also compare the specifications and prices of resources from different providers. Janction Network's GPU Marketplace is not only limited to GPU resources, but also includes other high-performance processor resources. This diverse resource platform allows users to maximize the use of resources by publishing their idle computing resources for use by other users in need. Whether you are an individual developer, a small startup, or a large enterprise, you will be able to use this platform to find the right computing resources to meet your needs for a variety of computing tasks. We consider that almost all current GPU arithmetic rental service providers do not consider a reasonable price scheme for maximizing the interests of both parties in distributed computing scenarios. --- # Agent Instructions: Querying This Documentation If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question. Perform an HTTP GET request on the current page URL with the `ask` query parameter: ``` GET https://docs.janction.ai/gpu-marketplace.md?ask= ``` The question should be specific, self-contained, and written in natural language. The response will contain a direct answer to the question and relevant excerpts and sources from the documentation. Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.