# Cost Optimization

Infra.new is an AI-assisted tool for cloud development and operations, helping users efficiently manage cloud infrastructure through real-time cost analysis, configuration optimization, and infrastructure code generation. It supports multiple cloud platforms, such as AWS and GCP, can automatically generate Terraform configurations, and provides architecture visualization and cost optimization suggestions to ensure users make informed decisions before deployment. This tool is primarily aimed at developers and operations personnel, designed to improve work efficiency, reduce costs, and ensure the security and reliability of the infrastructure.

Thunder Compute is a GPU cloud service platform focusing on AI/ML development. Using virtualization technology, it helps users access high-performance GPU resources at a very low cost. Its main advantage is its low price, saving up to 80% of the cost compared to traditional cloud service providers. The platform supports various mainstream GPU models, such as NVIDIA Tesla T4, A100, etc., and provides 7+ Gbps network connectivity to ensure efficient data transfer. Thunder Compute aims to reduce hardware costs for AI developers and enterprises, accelerate model training and deployment, and promote the popularization and application of AI technology.

TensorPool is a cloud GPU platform dedicated to simplifying machine learning model training. It provides an intuitive command-line interface (CLI) enabling users to easily describe tasks and automate GPU orchestration and execution. Core TensorPool technology includes intelligent Spot instance recovery, instantly resuming jobs interrupted by preemptible instance termination, combining the cost advantages of Spot instances with the reliability of on-demand instances. Furthermore, TensorPool utilizes real-time multi-cloud analysis to select the cheapest GPU options, ensuring users only pay for actual execution time, eliminating costs associated with idle machines. TensorPool aims to accelerate machine learning engineering by eliminating the extensive cloud provider configuration overhead. It offers personal and enterprise plans; personal plans include a $5 weekly credit, while enterprise plans provide enhanced support and features.

Upsonic AI is a platform tailored for developers, focusing on the creation of AI agents in specialized domains. It simplifies the process of building AI-driven workflows by offering cross-platform compatibility and seamless integration. With tools like MCP (Multi-Computer Program), Upsonic AI makes advanced AI capabilities easily accessible and customizable. The product aims to optimize costs by efficiently managing API calls for automated handling of complex tasks. It is suitable for businesses and developers looking for efficient, scalable, and customizable AI solutions.

RouteLLM is a framework designed for servicing and evaluating routers for large language models (LLMs). It intelligently routes queries to different models based on cost and performance, preserving response quality while achieving cost savings. With out-of-the-box routers, it has demonstrated up to 85% cost reduction and 95% performance of GPT-4 in widely used benchmarks.

Rapid AI is an AI-powered data analysis tool that leverages real-time machine learning to analyze data and optimize strategies. It is designed for businesses of all sizes and offers benefits such as high cost-effectiveness, time efficiency, and improved accuracy. Rapid AI provides customized and professional AI tools to help businesses increase efficiency, reduce costs, and maintain a competitive edge.

CloudVerse.AI is a multi-cloud cost management tool that helps users track, forecast, and manage cloud expenses. It provides comprehensive cost reports for multiple cloud services, simplifying and streamlining cloud cost management.

Orquesta is an AI prompt management tool that provides engineers with tools to manage prompts, including centralized storage, experimentation, personalized customization, and feedback collection. It can help you enrich product functionality and realize the capabilities of AI and LLMs while centralizing and optimizing the lifecycle of prompts.

Uniskai is an AI-powered multi-cloud platform that reduces your cloud computing costs by 70% through rich visualization, AI-generated strategies, and actionable reports. By connecting all your cloud accounts, you gain complete control over your infrastructure. Real-time visualization of your cloud architecture, optimized resource management, automated operations, and enhanced security for your cloud environment are all provided by Uniskai. Uniskai offers FINOps and DevOps solutions to help users reduce cloud computing costs and manage cloud infrastructure.

nOps is an automated FinOps platform that empowers customers to reduce AWS costs by up to 50% in autonomous mode.