Comparison
hopsworks vs skypilot
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 skypilot if skyPilot is a Python-based platform for managing AI workloads across diverse cloud and on-premises environments. It supports deep learning tasks such as distributed training, hyperparameter tuning, and model serving.
Markdown twin · hopsworks alternatives · skypilot alternatives
GraphCanon updated 2w
vs
Trust & integrity
| Signal | hopsworks | skypilot |
|---|---|---|
| Maintenance | Dormant (539d since push) As of 3w · github_public_v1 | Very active (0d since push) As of 2w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 3w · github_public_v1 | Not a fork · Organization account As of 2w · 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
- skypilot
- Run, manage, and scale AI workloads on any AI infrastructure.
Stars
- hopsworks
- 1.3k
- skypilot
- 10k
Forks
- hopsworks
- 160
- skypilot
- 1.2k
Open issues
- hopsworks
- 16
- skypilot
- 344
Language
- hopsworks
- Java
- skypilot
- Python
Adopt for
- hopsworks
- Hopsworks, an ML platform with robust data management and model serving capabilities, supports multiple cloud environments like AWS, Azure, and GCP.
- skypilot
- SkyPilot is a Python-based platform for managing AI workloads across diverse cloud and on-premises environments. It supports deep learning tasks such as distributed training, hyperparameter tuning, and model serving.
Persona
- hopsworks
- -
- skypilot
- -
Runtime
- hopsworks
- -
- skypilot
- -
License
- hopsworks
- AGPL-3.0
- skypilot
- Apache-2.0
Last pushed
- hopsworks
- Feb 10, 2025
- skypilot
- Aug 7, 2026
Categories
- hopsworks
- Evaluation & Observability, Inference & Serving, Model Training
- skypilot
- Developer Tools, Inference & Serving, Model Training
Trust and health
Maintenance
- hopsworks
- Dormant (18%)
- skypilot
- Very active (96%)
Days since push
- hopsworks
- 539d
- skypilot
- 0d
Open issues (now)
- hopsworks
- 16
- skypilot
- 344
Full report
- hopsworks
- Trust report
- skypilot
- Trust report
Shared compatibility
- Python · hopsworks: Python runtime · skypilot: Python runtime
Choose hopsworks if…
- hopsworks is primarily Java; skypilot is Python.
- License: hopsworks is AGPL-3.0, skypilot is Apache-2.0.
- Tags unique to hopsworks: aws, azure, feature-store, gcp.
- Also covers Evaluation & Observability.
- 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 skypilot if…
- skypilot is primarily Python; hopsworks is Java.
- License: skypilot is Apache-2.0, hopsworks is AGPL-3.0.
- Pricing: SkyPilot operates under an open-source license (Apache-2.0) with core features available freely, while advanced optimizations and integrations may drive usage towards higher costs based on underlying云.
- Tags unique to skypilot: cloud-computing, cloud-management, cost-optimization, deep-learning.
- Also covers Developer Tools.
- skypilot ships Docker support for self-hosted deployment.
- When you need to manage multiple cloud resources including Kubernetes clusters, Slurm, and over 20 different clouds along with on-premise servers.
When NOT to use skypilot
- Avoid SkyPilot if you are working exclusively on a single cloud platform without a need for multi-cloud resource management or optimization.
- Not recommended if your primary requirement is a specialized training algorithm that lacks support within the Python environment or the limitations of existing SkyPilot 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 (skypilot-org/skypilot) · observed Aug 7, 2026
- GitHub forks (skypilot-org/skypilot) · observed Aug 7, 2026
- Last push (skypilot-org/skypilot) · observed Aug 7, 2026
- License file (Apache-2.0) · observed Aug 7, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: hopsworks 1.3k · skypilot 10k (synced Aug 3, 2026).
Common questions
- What is the difference between hopsworks and skypilot?
- hopsworks: Data-Intensive AI platform with Feature Store. skypilot: Run, manage, and scale AI workloads on any AI infrastructure.. See the comparison table for live GitHub stats and shared categories.
- When should I choose hopsworks over skypilot?
- Choose hopsworks over skypilot when hopsworks is primarily Java; skypilot is Python; License: hopsworks is AGPL-3.0, skypilot is Apache-2.0; Tags unique to hopsworks: aws, azure, feature-store, gcp; Also covers Evaluation & Observability; When project requirements include a comprehensive feature store for AI applications.
- When should I choose skypilot over hopsworks?
- Choose skypilot over hopsworks when skypilot is primarily Python; hopsworks is Java; License: skypilot is Apache-2.0, hopsworks is AGPL-3.0; Pricing: SkyPilot operates under an open-source license (Apache-2.0) with core features available freely, while advanced optimizations and integrations may drive usage towards higher costs based on underlying云; Tags unique to skypilot: cloud-computing, cloud-management, cost-optimization, deep-learning; Also covers Developer Tools; skypilot ships Docker support for self-hosted deployment; When you need to manage multiple cloud resources including Kubernetes clusters, Slurm, and over 20 different clouds along with on-premise servers.
- 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 skypilot?
- Avoid SkyPilot if you are working exclusively on a single cloud platform without a need for multi-cloud resource management or optimization. Not recommended if your primary requirement is a specialized training algorithm that lacks support within the Python environment or the limitations of existing SkyPilot capabilities.
- Is hopsworks or skypilot more popular on GitHub?
- skypilot has more GitHub stars (10,456 vs 1,302). Stars measure visibility, not whether either tool fits your constraints.
- Are hopsworks and skypilot open source?
- Yes - both are open-source projects on GitHub (hopsworks: AGPL-3.0, skypilot: Apache-2.0).
- Where can I find alternatives to hopsworks or skypilot?
- GraphCanon lists graph-backed alternatives at hopsworks alternatives and skypilot alternatives (hopsworks markdown twin, skypilot 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 skypilot?
- hopsworks: Dormant. skypilot: Very active. 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 skypilot?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: hopsworks trust report; skypilot trust report.