Comparison
kubeai vs ome
Verdict
Pick kubeai if kubeai is an AI Inference Operator for Kubernetes that simplifies serving ML models in production environments and optimizes performance at scale; pick ome if oME is a Kubernetes operator tailored for LLM serving and management, focusing on tasks such as GPU scheduling and model lifecycle control, compatible with SGLang, vLLM, TensorRT-LLM, and Triton.
Markdown twin · kubeai alternatives · ome alternatives
GraphCanon updated 2w
Trust & integrity
| Signal | kubeai | ome |
|---|---|---|
| Maintenance | Very active (2d since push) As of 2w · github_public_v1 | Very active (0d since push) As of 3w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 2w · github_public_v1 | Not a fork · Organization account As of 3w · github_public_v1 |
| OSV dependency advisories | Published findings 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
- kubeai
- AI Inference Operator for Kubernetes
- ome
- Kubernetes operator for LLM serving and management
Stars
- kubeai
- 1.2k
- ome
- 482
Forks
- kubeai
- 131
- ome
- 87
Open issues
- kubeai
- 112
- ome
- 121
Language
- kubeai
- Go
- ome
- Go
Adopt for
- kubeai
- kubeai is an AI Inference Operator for Kubernetes that simplifies serving ML models in production environments and optimizes performance at scale.
- ome
- OME is a Kubernetes operator tailored for LLM serving and management, focusing on tasks such as GPU scheduling and model lifecycle control, compatible with SGLang, vLLM, TensorRT-LLM, and Triton.
Persona
- kubeai
- -
- ome
- -
Runtime
- kubeai
- -
- ome
- -
License
- kubeai
- Apache-2.0
- ome
- Apache-2.0
Last pushed
- kubeai
- Jul 31, 2026
- ome
- Jul 25, 2026
Categories
- kubeai
- Inference & Serving, LLM Frameworks, Speech & Audio
- ome
- Inference & Serving
Trust and health
Days since push
- kubeai
- 2d
- ome
- 0d
Open issues (now)
- kubeai
- 112
- ome
- 121
OSV dependency advisories
- kubeai
- Published findings
- ome
- No lockfile (source not queried)
Full report
- kubeai
- Trust report
- ome
- Trust report
Choose kubeai if…
- Tags unique to kubeai: ai, autoscaler, faster-whisper, inference-operator.
- Also covers LLM Frameworks, Speech & Audio.
- kubeai ships Docker support for self-hosted deployment.
- - When you need to operate vLLM and Ollama servers for LLM inferencing
When NOT to use kubeai
- - When your setup requires non-standard Kubernetes services that mandate the use of Istio or similar dependency injection systems
- - If you're working in a constrained environment where zero-dependency is not desirable due to specific requirements for extended observability tools like Prometheus
Choose ome if…
- Tags unique to ome: gpu-scheduling, kubernetes-operator, llm-inference, model-serving.
- If you need robust GPU scheduling alongside LLM serving
When NOT to use ome
- In environments where a language other than Go for the operator's implementation is preferred
- When your infrastructure does not support or utilize Kubernetes for orchestration purposes
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (kubeai-project/kubeai) · observed Aug 2, 2026
- GitHub forks (kubeai-project/kubeai) · observed Aug 2, 2026
- Last push (kubeai-project/kubeai) · observed Jul 31, 2026
- License file (Apache-2.0) · observed Aug 2, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (ome-projects/ome) · observed Jul 25, 2026
- GitHub forks (ome-projects/ome) · observed Jul 25, 2026
- Last push (ome-projects/ome) · observed Jul 25, 2026
- License file (Apache-2.0) · observed Jul 25, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: kubeai 1.2k · ome 482 (synced Aug 2, 2026).
Common questions
- What is the difference between kubeai and ome?
- kubeai: AI Inference Operator for Kubernetes. ome: Kubernetes operator for LLM serving and management. See the comparison table for live GitHub stats and shared categories.
- When should I choose kubeai over ome?
- Choose kubeai over ome when Tags unique to kubeai: ai, autoscaler, faster-whisper, inference-operator; Also covers LLM Frameworks, Speech & Audio; kubeai ships Docker support for self-hosted deployment; - When you need to operate vLLM and Ollama servers for LLM inferencing.
- When should I choose ome over kubeai?
- Choose ome over kubeai when Tags unique to ome: gpu-scheduling, kubernetes-operator, llm-inference, model-serving; If you need robust GPU scheduling alongside LLM serving.
- When should I avoid kubeai?
- - When your setup requires non-standard Kubernetes services that mandate the use of Istio or similar dependency injection systems - If you're working in a constrained environment where zero-dependency is not desirable due to specific requirements for extended observability tools like Prometheus
- When should I avoid ome?
- In environments where a language other than Go for the operator's implementation is preferred When your infrastructure does not support or utilize Kubernetes for orchestration purposes
- Is kubeai or ome more popular on GitHub?
- kubeai has more GitHub stars (1,237 vs 482). Stars measure visibility, not whether either tool fits your constraints.
- Are kubeai and ome open source?
- Yes - both are open-source projects on GitHub (kubeai: Apache-2.0, ome: Apache-2.0).
- Where can I find alternatives to kubeai or ome?
- GraphCanon lists graph-backed alternatives at kubeai alternatives and ome alternatives (kubeai markdown twin, ome 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, kubeai or ome?
- kubeai: Very active. ome: 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 kubeai and ome?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: kubeai trust report; ome trust report.