# TorchServe

- **Canonical URI:** https://www.vioscale.ai/software/torchserve
- **Category:** Model Serving
- **Homepage:** https://pytorch.org/serve/
- **Also known as:** torchserve
- **Profile claimed by vendor:** no
- **Last updated:** 2026-08-26T19:32:59.472Z

## Vioscale score

**63.3 / 100**, confidence 28% (low). Computed 2026-09-01.

Composite of weighted, independently-sourced signals (no user reviews, no vendor payment).

| Signal | Score | Weight | Contribution | Evidence present |
|---|--:|--:|--:|:--:|
| capabilities | 0 | 0.07844444444444446 | 0 | - |
| repo_stars | 94.5 | 0.026 | 2.5 | ✓ |
| integrations | 24.3 | 0.07033333333333334 | 1.7 | ✓ |
| dependent_projects | 82.7 | 0.063 | 5.2 | ✓ |
| dev_activity | 63.1 | 0.094 | 5.9 | ✓ |
| release_cadence | 76.7 | 0.052 | 4 | ✓ |
| security_posture | 0 | 0.073 | 0 | - |
| package_downloads | 0 | 0.136 | 0 | - |
| security_score | 64 | 0.042 | 2.7 | ✓ |
| community_qa_activity | 0 | 0.063 | 0 | - |

## Pricing

_As of 2026-08-20, [verify at source](https://pytorch.org/serve/). Independently observed._

Open source

## About

TorchServe enables efficient production deployment of machine learning models at scale across different cloud platforms and infrastructure. It supports multi-model serving, provides monitoring and logging capabilities, and offers REST API endpoints for application integration.

_Independently observed._

## Platform & deployment

- **Platforms:** CLI, Linux, Windows
- **Deployment:** Cloud / SaaS, Self-hosted

## Integrations (6)

_Independently observed._

- AWS Inferentia2
- AWS SageMaker
- Google Cloud Vertex AI
- Google Cloud TPUv5
- Intel oneAPI
- Datadog

## Release history

| Version | Date | Type |
|---|---|---|
| [v2.13.0](https://github.com/pytorch/pytorch/releases/tag/v2.13.0) | 2026-07-08 | stable |
| [v2.12.1](https://github.com/pytorch/pytorch/releases/tag/v2.12.1) | 2026-06-18 | stable |
| [v2.12.0](https://github.com/pytorch/pytorch/releases/tag/v2.12.0) | 2026-05-13 | stable |
| [v2.11.0](https://github.com/pytorch/pytorch/releases/tag/v2.11.0) | 2026-03-23 | stable |
| [v2.10.0](https://github.com/pytorch/pytorch/releases/tag/v2.10.0) | 2026-01-21 | stable |
| [v2.9.1](https://github.com/pytorch/pytorch/releases/tag/v2.9.1) | 2025-11-12 | stable |
| [v2.9.0](https://github.com/pytorch/pytorch/releases/tag/v2.9.0) | 2025-10-15 | stable |
| [v2.8.0](https://github.com/pytorch/pytorch/releases/tag/v2.8.0) | 2025-08-06 | stable |
| [v2.7.1](https://github.com/pytorch/pytorch/releases/tag/v2.7.1) | 2025-06-04 | stable |
| [v2.7.0](https://github.com/pytorch/pytorch/releases/tag/v2.7.0) | 2025-04-23 | stable |
| [v2.6.0](https://github.com/pytorch/pytorch/releases/tag/v2.6.0) | 2025-01-29 | stable |
| [v2.5.1](https://github.com/pytorch/pytorch/releases/tag/v2.5.1) | 2024-10-29 | stable |
| [v2.5.0](https://github.com/pytorch/pytorch/releases/tag/v2.5.0) | 2024-10-17 | stable |
| [v2.4.1](https://github.com/pytorch/pytorch/releases/tag/v2.4.1) | 2024-09-04 | stable |
| [v2.4.0](https://github.com/pytorch/pytorch/releases/tag/v2.4.0) | 2024-07-24 | stable |

_… and 5 earlier release(s)._

## Security & compliance


Known vulnerabilities: 13 (0 in the last 12 months), max severity CRITICAL ([source](https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=torch&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 | 6 | [link](https://pytorch.org/serve/) | 2026-08-20 | 60% (medium) |

### pricing

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| pricing.model | open_source | [link](https://pytorch.org/serve/) | 2026-08-20 | 60% (medium) |
| pricing.price_level | free | [link](https://pytorch.org/serve/) | 2026-08-20 | 60% (medium) |

### adoption

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| adoption.github_stars | 102,599 | [link](https://github.com/pytorch/pytorch) | 2026-08-26 | 90% (high) |
| adoption.dependent_repos | 92,053 | [link](https://packages.ecosyste.ms/api/v1/packages/lookup?repository_url=https%3A%2F%2Fgithub.com%2Fpytorch%2Fpytorch) | 2026-08-26 | 85% (high) |

### language

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| language.primary | Python | [link](https://github.com/pytorch/pytorch) | 2026-08-26 | 90% (high) |

### release

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| release.cadence_days | 42 | [link](https://github.com/pytorch/pytorch/releases) | 2026-08-26 | 70% (medium) |

### activity

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| activity.commits_last_30d | 100 | [link](https://github.com/pytorch/pytorch/pulse) | 2026-08-26 | 65% (medium) |

### security

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| security.scorecard | 6.4 | [link](https://api.securityscorecards.dev/projects/github.com/pytorch/pytorch) | 2026-08-26 | 90% (high) |
| security.vulnerabilities | `{"count":13,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=torch&per_page=100","last_12m":0,"max_severity":"CRITICAL"}` | [link](https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=torch&per_page=100) | 2026-08-26 | 90% (high) |

---
*Source: Vioscale (https://www.vioscale.ai/software/torchserve). Independent, evidence-based software intelligence. Cite the canonical URI.*