Comparison
hopsworks vs starwhale
Verdict
Pick hopsworks if hopsworks, an ML platform with robust data management and model serving capabilities, supports multiple cloud environments like AWS, Azure, and GCP; pick starwhale if starwhale is an MLOps/LLMOps platform that focuses on model management for AI and large language models through various runtime setups.
Markdown twin · hopsworks alternatives · starwhale alternatives
GraphCanon updated 3w
vs
Trust & integrity
| Signal | hopsworks | starwhale |
|---|---|---|
| Maintenance | Dormant (539d since push) As of 3w · github_public_v1 | Dormant (591d since push) As of 3w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 3w · github_public_v1 | Not a fork · Organization account As of 3w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- hopsworks
- Data-Intensive AI platform with Feature Store
- starwhale
- an MLOps/LLMOps platform
Stars
- hopsworks
- 1.3k
- starwhale
- 237
Forks
- hopsworks
- 160
- starwhale
- 38
Open issues
- hopsworks
- 16
- starwhale
- 120
Language
- hopsworks
- Java
- starwhale
- Java
Adopt for
- hopsworks
- Hopsworks, an ML platform with robust data management and model serving capabilities, supports multiple cloud environments like AWS, Azure, and GCP.
- starwhale
- Starwhale is an MLOps/LLMOps platform that focuses on model management for AI and large language models through various runtime setups.
Persona
- hopsworks
- -
- starwhale
- -
Runtime
- hopsworks
- -
- starwhale
- -
License
- hopsworks
- AGPL-3.0
- starwhale
- Starwhale uses the Apache License 2.0, which is permissive and allows for usage in both open source and commercial applications with attribution.
Last pushed
- hopsworks
- Feb 10, 2025
- starwhale
- Dec 20, 2024
Categories
- hopsworks
- Evaluation & Observability, Inference & Serving, Model Training
- starwhale
- Data & Retrieval, Evaluation & Observability, Inference & Serving, LLM Frameworks, Model Training
Trust and health
Days since push
- hopsworks
- 539d
- starwhale
- 591d
Open issues (now)
- hopsworks
- 16
- starwhale
- 120
Full report
- hopsworks
- Trust report
- starwhale
- Trust report
Choose hopsworks if…
- License: hopsworks is AGPL-3.0, starwhale is Apache-2.0.
- Tags unique to hopsworks: aws, azure, feature-store, gcp.
- When project requirements include a comprehensive feature store for AI applications
When NOT to use hopsworks
- If developers prefer a tool requiring less computational resources to install
- In scenarios where the preferred language is not Java and compatibility is an issue
Choose starwhale if…
- License: starwhale is Apache-2.0, hopsworks is AGPL-3.0.
- Requirements: Requires Docker; Supports runtime builds through Docker images for compatibility across various system environments..
- Tags unique to starwhale: ai, cloud-native, dataset, datastore.
- Also covers Data & Retrieval, LLM Frameworks.
- When the need arises to manage models across different runtimes, including local environment configurations via runtime.yaml or conda environments, Docker images, or shell commands.
When NOT to use starwhale
- In scenarios where an exclusive user preference leans towards Python-based operations over Java and the tool's CLI interactions do not meet operational demands.
- For teams that require real-time model serving and have strict latency requirements, as Starwhale may not optimize for such use cases beyond its MLOps capabilities.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (logicalclocks/hopsworks) · observed Aug 3, 2026
- GitHub forks (logicalclocks/hopsworks) · observed Aug 3, 2026
- Last push (logicalclocks/hopsworks) · observed Feb 10, 2025
- License file (AGPL-3.0) · observed Aug 3, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (star-whale/starwhale) · observed Aug 3, 2026
- GitHub forks (star-whale/starwhale) · observed Aug 3, 2026
- Last push (star-whale/starwhale) · observed Dec 20, 2024
- License file (Apache-2.0) · observed Aug 3, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: hopsworks 1.3k · starwhale 237 (synced Aug 3, 2026).
Common questions
- What is the difference between hopsworks and starwhale?
- hopsworks: Data-Intensive AI platform with Feature Store. starwhale: an MLOps/LLMOps platform. See the comparison table for live GitHub stats and shared categories.
- When should I choose hopsworks over starwhale?
- Choose hopsworks over starwhale when License: hopsworks is AGPL-3.0, starwhale is Apache-2.0; Tags unique to hopsworks: aws, azure, feature-store, gcp; When project requirements include a comprehensive feature store for AI applications.
- When should I choose starwhale over hopsworks?
- Choose starwhale over hopsworks when License: starwhale is Apache-2.0, hopsworks is AGPL-3.0; Requirements: Requires Docker; Supports runtime builds through Docker images for compatibility across various system environments.; Tags unique to starwhale: ai, cloud-native, dataset, datastore; Also covers Data & Retrieval, LLM Frameworks; When the need arises to manage models across different runtimes, including local environment configurations via runtime.yaml or conda environments, Docker images, or shell commands.
- When should I avoid hopsworks?
- If developers prefer a tool requiring less computational resources to install In scenarios where the preferred language is not Java and compatibility is an issue
- When should I avoid starwhale?
- In scenarios where an exclusive user preference leans towards Python-based operations over Java and the tool's CLI interactions do not meet operational demands. For teams that require real-time model serving and have strict latency requirements, as Starwhale may not optimize for such use cases beyond its MLOps capabilities.
- Is hopsworks or starwhale more popular on GitHub?
- hopsworks has more GitHub stars (1,302 vs 237). Stars measure visibility, not whether either tool fits your constraints.
- Are hopsworks and starwhale open source?
- Yes - both are open-source projects on GitHub (hopsworks: AGPL-3.0, starwhale: Apache-2.0).
- Where can I find alternatives to hopsworks or starwhale?
- GraphCanon lists graph-backed alternatives at hopsworks alternatives and starwhale alternatives (hopsworks markdown twin, starwhale markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, hopsworks or starwhale?
- hopsworks: Dormant. starwhale: Dormant. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for hopsworks and starwhale?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: hopsworks trust report; starwhale trust report.