Comparison
harbor vs podman-desktop-extension-ai-lab
Verdict
Pick harbor if harbor is a rapid deployment tool for AI stacks using Docker and docker-compose; pick podman-desktop-extension-ai-lab if enables local LLM work via Podman containerization.
Markdown twin · harbor alternatives · podman-desktop-extension-ai-lab alternatives
GraphCanon updated Aug 14, 2026
11views this month
vs
Trust & integrity
| Signal | harbor | podman-desktop-extension-ai-lab |
|---|---|---|
| Maintenance | Active (8d since push) As of Aug 11, 2026 · github_public_v1 | Active (10d since push) As of Aug 14, 2026 · github_public_v1 |
| Provenance | Not a fork · Personal account As of Aug 11, 2026 · github_public_v1 | Not a fork · Organization account As of Aug 14, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 15, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 15, 2026 · 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
- harbor
- Complete pre-wired LLM stack via one command
- podman-desktop-extension-ai-lab
- Work with LLMs on local environment using containers
Stars
- harbor
- 3.2k
- podman-desktop-extension-ai-lab
- 295
Forks
- harbor
- 220
- podman-desktop-extension-ai-lab
- 82
Open issues
- harbor
- 64
- podman-desktop-extension-ai-lab
- 244
Language
- harbor
- Python
- podman-desktop-extension-ai-lab
- TypeScript
Adopt for
- harbor
- Harbor is a rapid deployment tool for AI stacks using Docker and docker-compose.
- podman-desktop-extension-ai-lab
- Enables local LLM work via Podman containerization
Persona
- harbor
- -
- podman-desktop-extension-ai-lab
- -
Runtime
- harbor
- -
- podman-desktop-extension-ai-lab
- -
License
- harbor
- Apache-2.0
- podman-desktop-extension-ai-lab
- Apache-2.0
Last pushed
- harbor
- Aug 2, 2026
- podman-desktop-extension-ai-lab
- Aug 3, 2026
Categories
- harbor
- Inference & Serving, LLM Frameworks, Model Training
- podman-desktop-extension-ai-lab
- Inference & Serving, LLM Frameworks
Trust and health
Days since push
- harbor
- 8d
- podman-desktop-extension-ai-lab
- 10d
Open issues (now)
- harbor
- 64
- podman-desktop-extension-ai-lab
- 244
Stars delta
- harbor
- Unknown
- podman-desktop-extension-ai-lab
- +3 (30d)
Open issues delta
- harbor
- Unknown
- podman-desktop-extension-ai-lab
- +2 (30d)
Owner type
- harbor
- User
- podman-desktop-extension-ai-lab
- Organization
Full report
- harbor
- Trust report
- podman-desktop-extension-ai-lab
- Trust report
Choose harbor if…
- harbor is primarily Python; podman-desktop-extension-ai-lab is TypeScript.
- Tags unique to harbor: automation, bash, cli, container.
- Also covers Model Training.
- - When you need to deploy an AI stack quickly with minimal configuration
When NOT to use harbor
- - If detailed customization at a service level is required beyond what the default setup offers
- - In cases where the project does not align well with the pre-wired services and configurations harbor provides by default
Choose podman-desktop-extension-ai-lab if…
- podman-desktop-extension-ai-lab is primarily TypeScript; harbor is Python.
- Tags unique to podman-desktop-extension-ai-lab: containers, inference-server, llms, local.
- Need to work with large language models locally without cloud reliance
When NOT to use podman-desktop-extension-ai-lab
- Insufficient hardware resources, less than 12GB RAM or fewer than 4 CPUs
- Require more than three models running simultaneously on a single machine
- Unable or unwilling to use Podman for container management
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (av/harbor) · observed Aug 11, 2026
- GitHub forks (av/harbor) · observed Aug 11, 2026
- Last push (av/harbor) · observed Aug 2, 2026
- License file (Apache-2.0) · observed Aug 11, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (containers/podman-desktop-extension-ai-lab) · observed Aug 14, 2026
- GitHub forks (containers/podman-desktop-extension-ai-lab) · observed Aug 14, 2026
- Last push (containers/podman-desktop-extension-ai-lab) · observed Aug 3, 2026
- License file (Apache-2.0) · observed Aug 14, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: harbor 3.2k · podman-desktop-extension-ai-lab 295 (synced Aug 11, 2026).
Common questions
- What is the difference between harbor and podman-desktop-extension-ai-lab?
- harbor: Complete pre-wired LLM stack via one command. podman-desktop-extension-ai-lab: Work with LLMs on local environment using containers. See the comparison table for live GitHub stats and shared categories.
- When should I choose harbor over podman-desktop-extension-ai-lab?
- Choose harbor over podman-desktop-extension-ai-lab when harbor is primarily Python; podman-desktop-extension-ai-lab is TypeScript; Tags unique to harbor: automation, bash, cli, container; Also covers Model Training; - When you need to deploy an AI stack quickly with minimal configuration.
- When should I choose podman-desktop-extension-ai-lab over harbor?
- Choose podman-desktop-extension-ai-lab over harbor when podman-desktop-extension-ai-lab is primarily TypeScript; harbor is Python; Tags unique to podman-desktop-extension-ai-lab: containers, inference-server, llms, local; Need to work with large language models locally without cloud reliance.
- When should I avoid harbor?
- - If detailed customization at a service level is required beyond what the default setup offers - In cases where the project does not align well with the pre-wired services and configurations harbor provides by default
- When should I avoid podman-desktop-extension-ai-lab?
- Insufficient hardware resources, less than 12GB RAM or fewer than 4 CPUs Require more than three models running simultaneously on a single machine Unable or unwilling to use Podman for container management
- Is harbor or podman-desktop-extension-ai-lab more popular on GitHub?
- harbor has more GitHub stars (3,162 vs 295). Stars measure visibility, not whether either tool fits your constraints.
- Are harbor and podman-desktop-extension-ai-lab open source?
- Yes - both are open-source projects on GitHub (harbor: Apache-2.0, podman-desktop-extension-ai-lab: Apache-2.0).
- Where can I find alternatives to harbor or podman-desktop-extension-ai-lab?
- GraphCanon lists graph-backed alternatives at harbor alternatives and podman-desktop-extension-ai-lab alternatives (harbor markdown twin, podman-desktop-extension-ai-lab 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, harbor or podman-desktop-extension-ai-lab?
- harbor: Active. podman-desktop-extension-ai-lab: 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 harbor and podman-desktop-extension-ai-lab?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: harbor trust report; podman-desktop-extension-ai-lab trust report.