TL;DR: Modal for GPU-heavy workloads. Trigger.dev for serverless background jobs. Railway for simple Docker deploys. DigitalOcean Gradient for enterprise GPU infrastructure. Nebula for zero-config managed agents with built-in scheduling. Pick based on whether you need GPUs, how much infra you want to manage, and what language you work in.






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