STACKQUADRANT

openvinotoolkit/model_server

Model Serving

A scalable inference server for models optimized with OpenVINO™

6.5
GitHub Metrics
Stars
857
Forks
248
Open Issues
112
Watchers
29
Contributors
54
Weekly Commits
0
Language
C++
License
Apache-2.0
Last Commit
Apr 16, 2026
Created
Sep 26, 2018
Latest Release
v2026.1
Release Date
Apr 7, 2026
Synced: Apr 16, 2026
Quality Scores
Documentation Qualityw: 20%
6.5

Has docs site (https://docs.openvino.ai/2025/openvino-workflow/model-server/ovms_what_is_openvino_model_server.html). Description: 63 chars. Stars signal: 857. Contributors: 54. Score: 6.5/10

Community Healthw: 20%
5.6

Stars: 857. Contributors: 54. Watchers: 29. Forks: 248. Issue ratio: 13.1%. Score: 5.6/10

Maintenance Velocityw: 15%
7.7

Last commit: 0d ago. Weekly commits: 0. Latest release: v2026.1. Maturity bonus: 7.6y old. Score: 7.7/10

API Design & DXw: 20%
5.9

Stars/issues ratio: 8. Has documentation site. Permissive license: Apache-2.0. Popularity signal: 857 stars. Score: 5.9/10

Production Readinessw: 15%
6.9

Battle-tested: 857 stars. Peer review: 54 contributors. Versioned: v2026.1. Licensed: Apache-2.0. Age: 7.6 years. Maintenance: last commit 0d ago. Score: 6.9/10

Ecosystem Integrationw: 10%
6.7

Fork interest: 248. Ecosystem: C++. Integration-friendly: Apache-2.0. Adoption: 857 stars. Has web presence. Score: 6.7/10

Tags
aiclouddagdeep-learningedgegenaiinferencekubernetesmachine-learningmodel-serving
Radar
Documentation Quality
Community Health
Maintenance Velocity
API Design & DX
Production Readiness
Ecosystem Integration