Open Source
Seldon-core
An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models
Our verdict
We have not reviewed Seldon-core yet
No one at Enterprise DNA has checked this listing against its sources. The description comes from public listings gathered automatically. Any fact below shows where it came from and when it was last checked.
From the listing
About Seldon-core
Seldon-core is an open-source MLOps framework for packaging, deploying, monitoring, and managing thousands of machine learning models in production. It runs on Kubernetes and provides custom resources for inference graphs, A/B testing, and model monitoring.
Best for
Teams deploying and monitoring many machine learning models in production on Kubernetes
Use cases
- Deploying machine learning models to production on Kubernetes
- Monitoring model performance and detecting drift
- Managing model lifecycle with canary deployments and rollbacks
Notes
4,752 stars on GitHub. Last updated 2026-03-23.
Pros
- Open source with a large community and 4752 GitHub stars
- Supports multiple ML frameworks and languages
- Scalable to thousands of models with built-in monitoring
Cons
- Requires Kubernetes expertise to set up and operate
- Complex configuration for advanced deployment patterns
- Documentation can be sparse for some edge cases
Key facts
What we have checked
- Latest version
- 1.19.0 (released 23 Jan 2026)
- GitHub stars
- 4,782
Each value shows when we last confirmed it and where it came from. Values we have not confirmed are left out, never guessed.
Stars and usage
How Seldon-core is growing
4,752 to 4,782
Alternatives
Alternatives to Seldon-core
| Record | Type | How we know | Checked |
|---|---|---|---|
| KubeflowThis is an alternative to it | Open source | Named in the listing | Not dated |
Compare
Compare Seldon-core side by side
Sources
Where this comes from
- GitHubOfficial
- github api via nightly crawl, recovered from git history 20e874270887c1008f860ee0198e461a23c9e438Registry
A source shows what was published when we checked it. It does not certify security, performance or a working installation. Read our method.
Changelog
What changed
Released 1.19.0
Released 1.19.0-rc.1
Released 2.10.2
Released 2.10.1
Released 2.10.0
Released 2.9.1
Released 2.9.0
Released 2.8.5
Released 2.8.4
Released 2.8.3
Open-source & AI alternatives
Swap-in tools that solve the same job. Weigh the trade-offs before you commit.
Pairs with
Other entries in the index that connect to this one. Click through to see the chain.
PyTorch
Community
Tensors and Dynamic neural networks in Python with strong GPU acceleration
scikit-learn
Community
scikit-learn: machine learning in Python
TensorFlow
Community
An Open Source Machine Learning Framework for Everyone
Get the free Developer’s Field Guide
A 27-page field guide to the AI coding workflow with Claude. Claude Code, MCP servers, the prompt patterns that work, and what to delegate. Free.
Enter your work email. We send it straight over, plus a few short notes worth knowing. Unsubscribe any time.