Modal vs Replicate 2026: Best Serverless ML Deployment for Developers
Modal and Replicate are the two most-cited serverless ML deployment platforms in 2026, but they solve completely different problems. If you are an ML engineer building custom pipelines, Modal is the answer. If you are a full-stack developer who wants to call open-source models via a REST API in under an hour, Replicate is the answer. This guide cuts through the marketing to give you the data you need: cold start benchmarks, GPU throughput numbers, per-second pricing breakdowns, and a clear decision framework for which platform belongs in your stack. ...