KServe
Standardized Distributed Generative and Predictive AI Inference Platform for Scalable, Multi-Framework Deployment on Kubernetes
KServe scores 7.1/10 (Strong) in Inference & Serving.
Language Go License Apache-2.0 Stars 5.6k★ Type heavyweight Self-host Yes Repo kserve/kserve Homepage https://kserve.github.io/website
Quality
Strong 7.1
Adoption 44
Activity 82
Maturity 100
Community 55
Capability 50
Show the math
Overall 7.1/10
value = 7.1/10
score = value
Adoption 4.9/10
value = 43.8/100
score = 1 + 9 * value / 100
Activity 8.4/10
value = 81.9/100
score = 1 + 9 * value / 100
Maturity 10/10
value = 100/100
score = 1 + 9 * value / 100
Community 6/10
value = 55.3/100
score = 1 + 9 * value / 100
Capability 5.5/10
value = 50/100
score = 1 + 9 * value / 100
Key metrics
5.6k★ GitHub stars
176/90d Recent commits
33 devs/90d Recent contributors
7.3y Project age
active Last commit
Gotchas
No gotchas documented yet. Contribute one if you know a constraint we missed.
Labels
- Self-hosted
Self-hosted
You deploy and operate it yourself; there is no hosted option here.
- Heavyweight
Heavyweight
Resource-heavy to run (GPU, large memory, or multi-service stack).
kubernetes serverless autoscaling serving mlops