Best serverless GPU providers in 2026

Serverless GPU platforms have evolved significantly by 2025, providing robust infrastructure for deploying and scaling AI workloads, offering persistent environments, hybrid cloud flexibility, and comprehensive support beyond just GPU runtime. These platforms allow users to run GPU-powered tasks without managing infrastructure, relying on containerized or microVM-based runtimes, and charging per second or job, which solves issues of provisioning complexity, cost efficiency, and developer velocity. Northflank stands out as the top-rated service, offering secure microVM isolation, persistent GPU runtimes, and full-stack orchestration, making it ideal for teams deploying AI systems requiring orchestration, multi-cloud control, and production-grade observability. Modal, Baseten, Replicate, RunPod, and Koyeb also offer various features catering to specific needs like Python-only batch jobs, public model inference, model dashboards, low-cost dedicated GPU access, and lightweight web services with GPU acceleration. Northflank's competitive pricing and comprehensive features make it the most robust option for mission-critical workloads, while other platforms serve more niche or lightweight functions.