2 self-hosted Amazon SageMaker alternatives

Amazon SageMaker is a popular proprietary tool in the self-hosted ai space. These open-source apps let you replace Amazon SageMaker with software you host and control yourself.

Best self-hosted Amazon SageMaker alternatives

Triton Inference Server

Self-Hosted AI

High-performance inference serving for any model framework

Replaces Amazon SageMaker

★ 10.9k Hard setup BSD-3-Clause

BentoML

Self-Hosted AI

Framework for building and serving AI model APIs

Replaces Amazon SageMaker, Vertex AI

★ 8.8k Medium setup Apache-2.0

Compare Amazon SageMaker alternatives

BentoML vs Triton Inference Server

Switching from Amazon SageMaker

Moving off Amazon SageMaker means trading a managed subscription for a service you run yourself. The payoff is ownership: no per-seat pricing, no vendor lock-in, and full control of your data. Start with the option above that matches your setup-difficulty comfort level — every app links to a detailed specs page and head-to-head comparisons.