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Comparison

1Panel vs modeldb

Verdict

Pick 1Panel when 1Panel is primarily Go; modeldb is Java; pick modeldb when modeldb is primarily Java; 1Panel is Go.

Markdown twin · 1Panel alternatives · modeldb alternatives

GraphCanon updated today

1Panel logo

1Panel

1Panel-dev/1Panel

★ 36kpushed Jul 10, 2026
vs
modeldb logo

modeldb

VertaAI/modeldb

★ 1.7kpushed Jul 23, 2024

Trust & integrity

Signal1Panelmodeldb
Maintenance
Very active (1d since push)
As of today · github_public_v1
Dormant (718d since push)
As of today · github_public_v1
Provenance
Not a fork · Organization account
As of today · github_public_v1
Not a fork · Organization account
As of today · github_public_v1
Security (OSV)
No lockfile
As of today · none
65 low (65 low)
As of today · osv@v1
1Panel trust reportmodeldb trust reportTrust methodology

Tagline

1Panel
A modern, open-source VPS control panel with native AI agent support
modeldb
Open Source ML Model Versioning, Metadata, and Experiment Management

Stars

1Panel
36k
modeldb
1.7k

Forks

1Panel
3.2k
modeldb
289

Open issues

1Panel
278
modeldb
194

Language

1Panel
Go
modeldb
Java

Adopt for

1Panel
1Panel is a distinctive open-source VPS control panel with built-in support for Ollama models and OpenClaw agents, offering comprehensive server management through an intuitive web interface.
modeldb
-

Persona

1Panel
-
modeldb
-

Runtime

1Panel
-
modeldb
-

License

1Panel
GPL-3.0
modeldb
Apache-2.0

Last pushed

1Panel
Jul 10, 2026
modeldb
Jul 23, 2024

Categories

1Panel
AI Agents, Developer Tools
modeldb
Developer Tools

Trust and health

Maintenance

1Panel
Very active (96%)
modeldb
Dormant (18%)

Days since push

1Panel
1d
modeldb
718d

Open issues (now)

1Panel
278
modeldb
194

Security scan

1Panel
No lockfile
modeldb
65 low (65 low)

Full report

1Panel
Trust report
modeldb
Trust report

Choose 1Panel if…

  • 1Panel is primarily Go; modeldb is Java.
  • License: 1Panel is GPL-3.0, modeldb is Apache-2.0.
  • Requirements: Min 1 GB RAM; Linux VPS required (Debian / Ubuntu / CentOS / Rocky).
  • Tags unique to 1Panel: linux, openclaw, docker, agent.
  • Also covers AI Agents.
  • - You require native support for running Ollama models directly through your VPS control panel.

When NOT to use 1Panel

  • - If you do not need or want the specific features of Ollama models and OpenClaw agents support and prefer a more generalized VPS management platform.
  • - For environments where existing tools already sufficiently manage your server stacks without requiring integration of AI agent functionalities.
GitHubDetails

Choose modeldb if…

  • modeldb is primarily Java; 1Panel is Go.
  • License: modeldb is Apache-2.0, 1Panel is GPL-3.0.
  • Tags unique to modeldb: modeldb, model-versioning, verta, machine-learning.

When NOT to use modeldb

  • Last GitHub push was 718 days ago (dormant maintenance, Jul 23, 2024). Validate activity before betting a new project on modeldb.
  • Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
GitHubDetails

Explore

1Panel trust report →modeldb trust report →AI Agents category →Developer Tools category →All comparisonsStack workflowsTrending tools

Sources

Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.

GitHub stars on cards: 1Panel 36k · modeldb 1.7k (synced Jul 11, 2026).

Common questions

What is the difference between 1Panel and modeldb?
1Panel: A modern, open-source VPS control panel with native AI agent support. modeldb: Open Source ML Model Versioning, Metadata, and Experiment Management. See the comparison table for live GitHub stats and shared categories.
When should I choose 1Panel over modeldb?
Choose 1Panel over modeldb when 1Panel is primarily Go; modeldb is Java; License: 1Panel is GPL-3.0, modeldb is Apache-2.0; Requirements: Min 1 GB RAM; Linux VPS required (Debian / Ubuntu / CentOS / Rocky); Tags unique to 1Panel: linux, openclaw, docker, agent; Also covers AI Agents; - You require native support for running Ollama models directly through your VPS control panel.
When should I choose modeldb over 1Panel?
Choose modeldb over 1Panel when modeldb is primarily Java; 1Panel is Go; License: modeldb is Apache-2.0, 1Panel is GPL-3.0; Tags unique to modeldb: modeldb, model-versioning, verta, machine-learning.
When should I avoid 1Panel?
- If you do not need or want the specific features of Ollama models and OpenClaw agents support and prefer a more generalized VPS management platform. - For environments where existing tools already sufficiently manage your server stacks without requiring integration of AI agent functionalities.
When should I avoid modeldb?
Last GitHub push was 718 days ago (dormant maintenance, Jul 23, 2024). Validate activity before betting a new project on modeldb. Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
Is 1Panel or modeldb more popular on GitHub?
1Panel has more GitHub stars (36,174 vs 1,746). Stars measure visibility, not whether either tool fits your constraints.
Are 1Panel and modeldb open source?
Yes - both are open-source projects on GitHub (1Panel: GPL-3.0, modeldb: Apache-2.0).
Where can I find alternatives to 1Panel or modeldb?
GraphCanon lists graph-backed alternatives at 1Panel alternatives and modeldb alternatives (1Panel markdown twin, modeldb 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, 1Panel or modeldb?
1Panel: Very active. modeldb: 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 1Panel and modeldb?
GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: 1Panel trust report; modeldb trust report.