SHSelfHostIndex
TR

Triton Inference Server

High-performance inference serving for any model framework

Self-Hosted AI ★ 11.1k stars Hard setup BSD-3-Clause

Triton Inference Server is an open-source serving system from NVIDIA that runs models from TensorFlow, PyTorch, ONNX, TensorRT, and more. It supports concurrent execution, dynamic batching, and CPU or GPU deployment.

Official siteSource code

Key features

  • Multi-framework model serving
  • Dynamic request batching
  • Concurrent model execution
  • GPU and CPU support

Strengths

  • Released under the BSD-3-Clause license
  • First-class Docker support for quick deployment
  • Kubernetes-ready with Helm charts available
  • Mature project with 11.1k GitHub stars

Is Triton Inference Server secure?

No known vulnerabilities affect Triton Inference Server's latest release (v2.73.0). OSV.dev lists 1 past advisory for the project; none of them applies to this release. No known vulnerabilities is not proof of security: it means none have been publicly catalogued.

  • Most recent fixed advisory CVE-2023-31036, published 2024-01-12 (1006 days ago)

Source: OSV.dev, checked 2026-10-14. How this is measured.

Triton Inference Server replaces

Self-hosted Amazon SageMaker alternatives

Health badge

Maintain Triton Inference Server? Add its health score to your README. The badge links back to this page.

SelfHostIndex: 95 · excellent

Markdown
[![SelfHostIndex health score for Triton Inference Server](https://selfhostindex.com/badge/triton-inference-server.svg)](https://selfhostindex.com/app/triton-inference-server/)
HTML
<a href="https://selfhostindex.com/app/triton-inference-server/"><img src="https://selfhostindex.com/badge/triton-inference-server.svg" alt="SelfHostIndex health score for Triton Inference Server"></a>
reStructuredText
.. image:: https://selfhostindex.com/badge/triton-inference-server.svg
   :alt: SelfHostIndex health score for Triton Inference Server
   :target: https://selfhostindex.com/app/triton-inference-server/

The score is recomputed on every nightly rebuild from public repository data — see how it is calculated.

Compare Triton Inference Server

1 head-to-head comparisons.

Similar self-hosted ai apps