# KServe

- **Canonical URI:** https://www.vioscale.ai/software/kserve
- **Category:** Model Serving
- **Homepage:** https://kserve.github.io/website/
- **Also known as:** kserve
- **Profile claimed by vendor:** no
- **Last updated:** 2026-08-26T19:33:28.588Z

## Vioscale score

**70.2 / 100**, confidence 19% (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 | 0 | 0.052 | 0 | - |
| reliability | 0 | 0.073 | 0 | - |
| capabilities | 96 | 0.084 | 8.1 | ✓ |
| repo_stars | 71 | 0.026 | 1.8 | ✓ |
| integrations | 0 | 0.09355555555555557 | 0 | - |
| dependent_projects | 37.5 | 0.063 | 2.4 | ✓ |
| dev_activity | 58.7 | 0.094 | 5.5 | ✓ |
| release_cadence | 90.6 | 0.052 | 4.7 | ✓ |
| security_posture | 0 | 0.073 | 0 | - |
| package_downloads | 0 | 0.136 | 0 | - |
| security_score | 68 | 0.042 | 2.9 | ✓ |
| pricing_transparency | 0 | 0.084 | 0 | - |
| community_qa_activity | 0 | 0.063 | 0 | - |

## About

A Kubernetes-native platform designed for deploying both generative and predictive AI models, balancing simplicity for quick deployments with enterprise-grade capabilities for large-scale production workloads.

_Independently observed._

## Platform & deployment
- **Deployment:** Self-hosted

## Capabilities

_The capabilities that matter for Model Serving. "-" = undocumented, not absent._

| Capability | Supported |
|---|:--:|
| **Capabilities** | |
| Continuous batching | - |
| Dynamic batching | - |
| Multi framework support | ✓ |
| GPU acceleration | ✓ |
| Multi GPU multi node | ✓ |
| Quantization support | - |
| Openai compatible API | ✓ |
| Autoscaling scale to zero | ✓ |
| Multi model serving | ✓ |
| Canary ab rollout | ✓ |
| Kubernetes native | ✓ |
| Open source | ✓ |

## Release history

| Version | Date | Type |
|---|---|---|
| [v0.20.0](https://github.com/kserve/kserve/releases/tag/v0.20.0) | 2026-08-06 | stable |
| [v0.20.0-rc1](https://github.com/kserve/kserve/releases/tag/v0.20.0-rc1) | 2026-08-03 | prerelease |
| [v0.20.0-rc0](https://github.com/kserve/kserve/releases/tag/v0.20.0-rc0) | 2026-07-16 | prerelease |
| [v0.18.1](https://github.com/kserve/kserve/releases/tag/v0.18.1) | 2026-07-15 | stable |
| [v0.19.0](https://github.com/kserve/kserve/releases/tag/v0.19.0) | 2026-06-14 | stable |
| [v0.19.0-rc0](https://github.com/kserve/kserve/releases/tag/v0.19.0-rc0) | 2026-05-28 | prerelease |
| [v0.17.1](https://github.com/kserve/kserve/releases/tag/v0.17.1) | 2026-05-21 | stable |
| [v0.18.0](https://github.com/kserve/kserve/releases/tag/v0.18.0) | 2026-04-29 | stable |
| [v0.18.0-rc1](https://github.com/kserve/kserve/releases/tag/v0.18.0-rc1) | 2026-04-22 | prerelease |
| [v0.18.0-rc0](https://github.com/kserve/kserve/releases/tag/v0.18.0-rc0) | 2026-04-20 | prerelease |
| [v0.17.0](https://github.com/kserve/kserve/releases/tag/v0.17.0) | 2026-03-13 | stable |
| [v0.17.0-rc1](https://github.com/kserve/kserve/releases/tag/v0.17.0-rc1) | 2026-03-12 | prerelease |
| [v0.17.0-rc0](https://github.com/kserve/kserve/releases/tag/v0.17.0-rc0) | 2026-03-06 | prerelease |
| [v0.16.0](https://github.com/kserve/kserve/releases/tag/v0.16.0) | 2025-11-03 | stable |
| [v0.16.0-rc1](https://github.com/kserve/kserve/releases/tag/v0.16.0-rc1) | 2025-10-19 | prerelease |

_… 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=kserve&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.

### activity

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| activity.commits_last_30d | 72 | [link](https://github.com/kserve/kserve/pulse) | 2026-08-26 | 65% (medium) |

### adoption

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| adoption.github_stars | 5,833 | [link](https://github.com/kserve/kserve) | 2026-08-26 | 90% (high) |
| adoption.dependent_repos | 178 | [link](https://packages.ecosyste.ms/api/v1/packages/lookup?repository_url=https%3A%2F%2Fgithub.com%2Fkserve%2Fkserve) | 2026-08-26 | 85% (high) |

### language

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

### license

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| license.spdx | Apache-2.0 | [link](https://github.com/kserve/kserve) | 2026-08-26 | 95% (high) |

### pricing

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| pricing.model | commercial | [link](https://kserve.github.io/website/) | 2026-08-26 | 40% (low) |

### release

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| release.cadence_days | 17 | [link](https://github.com/kserve/kserve/releases) | 2026-08-26 | 70% (medium) |

### security

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| security.scorecard | 6.8 | [link](https://api.securityscorecards.dev/projects/github.com/kserve/kserve) | 2026-08-26 | 90% (high) |
| security.vulnerabilities | `{"count":0,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=kserve&per_page=100","last_12m":0,"max_severity":null}` | [link](https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=kserve&per_page=100) | 2026-08-26 | 90% (high) |

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