Best AI Cost Optimization Software

Run.ai is an AI optimization and orchestration platform that provides GPU optimization, cluster management, and AI/ML workflow management across hybrid environments.

Vantage is a cloud cost observability and optimization platform for managing costs across AWS, Azure, GCP, and more.

Modal is a serverless compute platform that enables developers to run AI and machine learning workloads on scalable GPU and CPU infrastructure with usage-based pricing.

Baseten is a San Francisco-based AI infrastructure platform specializing in deploying, serving, and scaling machine learning models, especially large language models, with minimal MLOps expertise required.