Comparison
dstack vs kvcached
Verdict
Pick dstack if vendor-agnostic AI workload orchestration tool supports GPU providers like NVIDIA and AMD across cloud, Kubernetes, and bare metal; pick kvcached if kvcached is designed for optimizing dynamic GPU sharing and multiplexing scenarios, beneficial for LLM inference and serving operations.
Markdown twin · dstack alternatives · kvcached alternatives
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Trust & integrity
| Signal | dstack | kvcached |
|---|---|---|
| Maintenance | Very active (0d since push) As of today · github_public_v1 | Very active (0d since push) As of 4w · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Organization account As of 4w · 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
- dstack
- Vendor-agnostic orchestration for AI workloads
- kvcached
- Virtualized Elastic KV Cache for Dynamic GPU Sharing and Beyond
Stars
- dstack
- 2.2k
- kvcached
- 1.1k
Forks
- dstack
- 250
- kvcached
- 129
Open issues
- dstack
- 66
- kvcached
- 104
Language
- dstack
- Python
- kvcached
- Python
Adopt for
- dstack
- Vendor-agnostic AI workload orchestration tool supports GPU providers like NVIDIA and AMD across cloud, Kubernetes, and bare metal.
- kvcached
- Kvcached is designed for optimizing dynamic GPU sharing and multiplexing scenarios, beneficial for LLM inference and serving operations.
Persona
- dstack
- -
- kvcached
- -
Runtime
- dstack
- -
- kvcached
- -
License
- dstack
- MPL-2.0
- kvcached
- Apache-2.0
Last pushed
- dstack
- Aug 23, 2026
- kvcached
- Jul 24, 2026
Categories
- dstack
- AI Agents, Inference & Serving, Model Training
- kvcached
- Inference & Serving, LLM Frameworks
Trust and health
Open issues (now)
- dstack
- 66
- kvcached
- 104
Stars delta
- dstack
- +27 (30d)
- kvcached
- Unknown
Open issues delta
- dstack
- +5 (30d)
- kvcached
- Unknown
Full report
- dstack
- Trust report
- kvcached
- Trust report
Choose dstack if…
- License: dstack is MPL-2.0, kvcached is Apache-2.0.
- Tags unique to dstack: agent-skills, agentic-orchestration, amd, cloud.
- Also covers AI Agents, Model Training.
- If your project requires support for multiple hardware vendors such as NVIDIA, AMD, TPU, or Tenstorrent
When NOT to use dstack
- When sticking to single-vendor solutions where tightly integrated proprietary tools are preferred
- If the project strictly avoids open-source components with Mozilla Public License (MPL-2.0)
Choose kvcached if…
- License: kvcached is Apache-2.0, dstack is MPL-2.0.
- Tags unique to kvcached: elastic-kvcache, gpu-sharing, kvcache, llm-inference.
- Also covers LLM Frameworks.
- If you are looking to optimize performance in environments that require dynamic allocation of GPUs among multiple processes or tasks.
When NOT to use kvcached
- For applications where static, predefined resource allocations are sufficient and do not require dynamic adjustments to GPU usage.
- In scenarios that prioritize simplicity over sophisticated resource management, as Kvcached may add unnecessary complexity with its advanced features for dynamic GPU sharing.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (dstackai/dstack) · observed Aug 24, 2026
- GitHub forks (dstackai/dstack) · observed Aug 24, 2026
- Last push (dstackai/dstack) · observed Aug 23, 2026
- License file (MPL-2.0) · observed Aug 24, 2026
- Decision facts (enrichment) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (ovg-project/kvcached) · observed Jul 25, 2026
- GitHub forks (ovg-project/kvcached) · observed Jul 25, 2026
- Last push (ovg-project/kvcached) · observed Jul 24, 2026
- License file (Apache-2.0) · observed Jul 25, 2026
- Decision facts (enrichment) · observed Jul 14, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: dstack 2.2k · kvcached 1.1k (synced Aug 24, 2026).
Common questions
- What is the difference between dstack and kvcached?
- dstack: Vendor-agnostic orchestration for AI workloads. kvcached: Virtualized Elastic KV Cache for Dynamic GPU Sharing and Beyond. See the comparison table for live GitHub stats and shared categories.
- When should I choose dstack over kvcached?
- Choose dstack over kvcached when License: dstack is MPL-2.0, kvcached is Apache-2.0; Tags unique to dstack: agent-skills, agentic-orchestration, amd, cloud; Also covers AI Agents, Model Training; If your project requires support for multiple hardware vendors such as NVIDIA, AMD, TPU, or Tenstorrent.
- When should I choose kvcached over dstack?
- Choose kvcached over dstack when License: kvcached is Apache-2.0, dstack is MPL-2.0; Tags unique to kvcached: elastic-kvcache, gpu-sharing, kvcache, llm-inference; Also covers LLM Frameworks; If you are looking to optimize performance in environments that require dynamic allocation of GPUs among multiple processes or tasks.
- When should I avoid dstack?
- When sticking to single-vendor solutions where tightly integrated proprietary tools are preferred If the project strictly avoids open-source components with Mozilla Public License (MPL-2.0)
- When should I avoid kvcached?
- For applications where static, predefined resource allocations are sufficient and do not require dynamic adjustments to GPU usage. In scenarios that prioritize simplicity over sophisticated resource management, as Kvcached may add unnecessary complexity with its advanced features for dynamic GPU sharing.
- Is dstack or kvcached more popular on GitHub?
- dstack has more GitHub stars (2,219 vs 1,115). Stars measure visibility, not whether either tool fits your constraints.
- Are dstack and kvcached open source?
- Yes - both are open-source projects on GitHub (dstack: MPL-2.0, kvcached: Apache-2.0).
- Where can I find alternatives to dstack or kvcached?
- GraphCanon lists graph-backed alternatives at dstack alternatives and kvcached alternatives (dstack markdown twin, kvcached 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, dstack or kvcached?
- dstack: Very active. kvcached: 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 dstack and kvcached?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: dstack trust report; kvcached trust report.