Our verdict
We have not reviewed Starwhale 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 Starwhale
Starwhale is an MLOps/LLMOps platform for managing machine learning workflows. It provides tools for dataset versioning, model evaluation, and experiment tracking. The platform is built in Java and is available as a community-driven open source project.
Best for
Teams seeking an open source MLOps platform that can handle both traditional ML and LLM workflows
Use cases
- Versioning and managing ML datasets across experiments
- Evaluating and comparing model performance in a structured pipeline
- Tracking and reproducing machine learning experiments
Notes
238 stars on GitHub. Last updated 2024-12-20. Licensed Apache-2.0.
Pros
- Open source with no vendor lock-in
- Covers the full ML lifecycle from data to evaluation
- Supports both traditional ML and LLM workflows
Cons
- Small community with only 238 GitHub stars
- Java-based codebase may be less familiar to Python-centric ML teams
- Limited documentation and ecosystem compared to more mature platforms
Key facts
What we have checked
- GitHub stars
- 236
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 Starwhale is growing
238 to 236
Alternatives
Alternatives to Starwhale
| Record | Type | How we know | Checked |
|---|---|---|---|
| KubeflowThis is an alternative to it | Open source | Named in the listing | Not dated |
Compare
Compare Starwhale side by side
Sources
Where this comes from
- 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
No changes recorded yet. Releases, price changes and deprecations appear here, with their dates, once we track them for this record.
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.
DVC
Community
🦉 Data Versioning and ML Experiments
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
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