# NVIDIA Triton Inference Server - **Canonical URI:** https://www.vioscale.ai/software/nvidia-triton-inference-server - **Category:** Model Serving - **Homepage:** https://developer.nvidia.com/triton-inference-server - **Also known as:** nvidia-triton-inference-server - **Profile claimed by vendor:** no - **Last updated:** 2026-08-26T19:30:56.043Z ## Vioscale score **48.2 / 100**, confidence 24% (low). Computed 2026-09-01. _(updating — computed under an earlier model version or past its freshness window.)_ Composite of weighted, independently-sourced signals (no user reviews, no vendor payment). | Signal | Score | Weight | Contribution | Evidence present | |---|--:|--:|--:|:--:| | price_level | 100 | 0.052 | 5.2 | ✓ | | reliability | 0 | 0.073 | 0 | - | | capabilities | 0 | 0.084 | 0 | - | | repo_stars | 76.2 | 0.026 | 2 | ✓ | | integrations | 27.4 | 0.09355555555555557 | 2.6 | ✓ | | dependent_projects | 0 | 0.063 | 0 | ✓ | | dev_activity | 35.1 | 0.094 | 3.3 | ✓ | | release_cadence | 84.4 | 0.052 | 4.4 | ✓ | | security_posture | 0 | 0.073 | 0 | - | | package_downloads | 0 | 0.136 | 0 | - | | security_score | 70 | 0.042 | 2.9 | ✓ | | pricing_transparency | 0 | 0.084 | 0 | - | | community_qa_activity | 0 | 0.063 | 0 | - | ## Pricing _As of 2026-08-19, [verify at source](https://developer.nvidia.com/triton-inference-server). Independently observed._ Open source ## About An open-source platform that deploys AI models built with PyTorch, ONNX, TensorFlow, and other frameworks, supporting real-time and batch inference workloads. It runs on NVIDIA GPUs, CPUs, and accelerators, with integrations for Kubernetes orchestration and Prometheus monitoring in both cloud and on-premises environments. _Independently observed._ ## Platform & deployment - **Platforms:** CLI, Linux, Windows - **Deployment:** Cloud / SaaS, Hybrid, On-premise, Self-hosted ## Integrations (8) _Independently observed._ - Kubernetes - Prometheus - TensorRT - PyTorch - ONNX - OpenVINO - RAPIDS FIL - Python ## Release history | Version | Date | Type | |---|---|---| | [v2.71.0](https://github.com/triton-inference-server/server/releases/tag/v2.71.0) | 2026-07-29 | stable | | [v2.70.0](https://github.com/triton-inference-server/server/releases/tag/v2.70.0) | 2026-06-26 | stable | | [v2.69.0](https://github.com/triton-inference-server/server/releases/tag/v2.69.0) | 2026-06-02 | stable | | [v2.68.0](https://github.com/triton-inference-server/server/releases/tag/v2.68.0) | 2026-04-28 | stable | | [v2.67.0](https://github.com/triton-inference-server/server/releases/tag/v2.67.0) | 2026-03-27 | stable | | [v2.66.0](https://github.com/triton-inference-server/server/releases/tag/v2.66.0) | 2026-03-02 | stable | | [v2.65.0](https://github.com/triton-inference-server/server/releases/tag/v2.65.0) | 2026-02-03 | stable | | [v2.64.0](https://github.com/triton-inference-server/server/releases/tag/v2.64.0) | 2025-12-24 | stable | | [v2.63.0](https://github.com/triton-inference-server/server/releases/tag/v2.63.0) | 2025-11-26 | stable | | [v2.62.0](https://github.com/triton-inference-server/server/releases/tag/v2.62.0) | 2025-10-31 | stable | | [v2.61.0](https://github.com/triton-inference-server/server/releases/tag/v2.61.0) | 2025-10-07 | stable | | [v2.60.0](https://github.com/triton-inference-server/server/releases/tag/v2.60.0) | 2025-08-26 | stable | | [v2.59.1](https://github.com/triton-inference-server/server/releases/tag/v2.59.1) | 2025-07-29 | stable | | [v2.59.0](https://github.com/triton-inference-server/server/releases/tag/v2.59.0) | 2025-06-26 | stable | | [v2.58.0](https://github.com/triton-inference-server/server/releases/tag/v2.58.0) | 2025-05-31 | stable | _… and 5 earlier release(s)._ ## Security & compliance Known vulnerabilities: 0 (0 in the last 12 months) ([source](https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=nvidia-genai-perf-eval&per_page=100)). A count reflects scale and disclosure, not quality. ## Facts Every value below carries its source and our confidence. Facts are re-crawled on a freshness schedule. ### integrations | Attribute | Value | Source | Retrieved | Confidence | |---|---|---|---|---| | integrations.count | 8 | [link](https://developer.nvidia.com/triton-inference-server) | 2026-08-19 | 60% (medium) | ### pricing | Attribute | Value | Source | Retrieved | Confidence | |---|---|---|---|---| | pricing.price_level | free | [link](https://developer.nvidia.com/triton-inference-server) | 2026-08-19 | 60% (medium) | | pricing.model | commercial | [link](https://developer.nvidia.com/triton-inference-server) | 2026-08-26 | 40% (low) | ### activity | Attribute | Value | Source | Retrieved | Confidence | |---|---|---|---|---| | activity.commits_last_30d | 12 | [link](https://github.com/triton-inference-server/server/pulse) | 2026-08-26 | 65% (medium) | ### adoption | Attribute | Value | Source | Retrieved | Confidence | |---|---|---|---|---| | adoption.github_stars | 10,939 | [link](https://github.com/triton-inference-server/server) | 2026-08-26 | 90% (high) | | adoption.dependent_repos | 0 | [link](https://packages.ecosyste.ms/api/v1/packages/lookup?repository_url=https%3A%2F%2Fgithub.com%2Ftriton-inference-server%2Fserver) | 2026-08-26 | 85% (high) | ### language | Attribute | Value | Source | Retrieved | Confidence | |---|---|---|---|---| | language.primary | Python | [link](https://github.com/triton-inference-server/server) | 2026-08-26 | 90% (high) | ### license | Attribute | Value | Source | Retrieved | Confidence | |---|---|---|---|---| | license.spdx | BSD-3-Clause | [link](https://github.com/triton-inference-server/server) | 2026-08-26 | 95% (high) | ### release | Attribute | Value | Source | Retrieved | Confidence | |---|---|---|---|---| | release.cadence_days | 28 | [link](https://github.com/triton-inference-server/server/releases) | 2026-08-26 | 70% (medium) | ### security | Attribute | Value | Source | Retrieved | Confidence | |---|---|---|---|---| | security.scorecard | 7 | [link](https://api.securityscorecards.dev/projects/github.com/triton-inference-server/server) | 2026-08-26 | 90% (high) | | security.vulnerabilities | `{"count":0,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=nvidia-genai-perf-eval&per_page=100","last_12m":0,"max_severity":null}` | [link](https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=nvidia-genai-perf-eval&per_page=100) | 2026-08-26 | 90% (high) | --- *Source: Vioscale (https://www.vioscale.ai/software/nvidia-triton-inference-server). Independent, evidence-based software intelligence. Cite the canonical URI.*