Overview
Runpod is a cloud computing platform specializing in GPU infrastructure for AI/ML development and deployment. It offers on-demand GPUs (Pods) across multiple global regions, multi-node GPU clusters, and serverless compute options. Runpod's architecture focuses on simplifying the entire AI workflow, from training to inference. Key features include auto-scaling serverless deployments, persistent network storage, and real-time logs and monitoring. Runpod supports various GPU SKUs, including B200s, RTX 4090s, H100s, and A100s. It provides cost-effective solutions with per-second billing and no idle costs for serverless workloads. Use cases range from training models and rendering simulations to processing large datasets. Runpod emphasizes enterprise-grade uptime, security, and compliance, making it suitable for demanding AI applications.