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Comparison

1Panel vs goptuna

Verdict

Pick 1Panel when license: 1Panel is GPL-3.0, goptuna is MIT; pick goptuna when license: goptuna is MIT, 1Panel is GPL-3.0.

Markdown twin · 1Panel alternatives · goptuna alternatives

GraphCanon updated today

1Panel logo

1Panel

1Panel-dev/1Panel

★ 36kpushed Jul 10, 2026
vs
goptuna logo

goptuna

c-bata/goptuna

★ 279pushed Aug 12, 2025

Trust & integrity

Signal1Panelgoptuna
Maintenance
Very active (1d since push)
As of today · github_public_v1
Slowing (333d since push)
As of today · github_public_v1
Provenance
Not a fork · Organization account
As of today · github_public_v1
Not a fork · Personal account
As of today · github_public_v1
Security (OSV)
No lockfile
As of today · none
48 low (48 low)
As of today · osv@v1
1Panel trust reportgoptuna trust reportTrust methodology

Tagline

1Panel
A modern, open-source VPS control panel with native AI agent support
goptuna
A hyperparameter optimization framework, inspired by Optuna.

Stars

1Panel
36k
goptuna
279

Forks

1Panel
3.2k
goptuna
26

Open issues

1Panel
278
goptuna
19

Language

1Panel
Go
goptuna
Go

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.
goptuna
-

Persona

1Panel
-
goptuna
-

Runtime

1Panel
-
goptuna
-

License

1Panel
GPL-3.0
goptuna
MIT

Last pushed

1Panel
Jul 10, 2026
goptuna
Aug 12, 2025

Categories

1Panel
AI Agents, Developer Tools
goptuna
Developer Tools

Trust and health

Maintenance

1Panel
Very active (96%)
goptuna
Slowing (36%)

Days since push

1Panel
1d
goptuna
333d

Open issues (now)

1Panel
278
goptuna
19

Owner type

1Panel
Organization
goptuna
User

Security scan

1Panel
No lockfile
goptuna
48 low (48 low)

Full report

1Panel
Trust report
goptuna
Trust report

Choose 1Panel if…

  • License: 1Panel is GPL-3.0, goptuna is MIT.
  • 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 goptuna if…

  • License: goptuna is MIT, 1Panel is GPL-3.0.
  • Tags unique to goptuna: evolution-strategies, go, blackbox-optimization, bandit-algorithms.
  • Leaner open-issue backlog (19).

When NOT to use goptuna

  • Last GitHub push was 333 days ago (slowing maintenance, Aug 12, 2025). Validate activity before betting a new project on goptuna.
  • Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
GitHubDetails

Explore

1Panel trust report →goptuna 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 · goptuna 279 (synced Jul 11, 2026).

Common questions

What is the difference between 1Panel and goptuna?
1Panel: A modern, open-source VPS control panel with native AI agent support. goptuna: A hyperparameter optimization framework, inspired by Optuna.. See the comparison table for live GitHub stats and shared categories.
When should I choose 1Panel over goptuna?
Choose 1Panel over goptuna when License: 1Panel is GPL-3.0, goptuna is MIT; 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 goptuna over 1Panel?
Choose goptuna over 1Panel when License: goptuna is MIT, 1Panel is GPL-3.0; Tags unique to goptuna: evolution-strategies, go, blackbox-optimization, bandit-algorithms; Leaner open-issue backlog (19).
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 goptuna?
Last GitHub push was 333 days ago (slowing maintenance, Aug 12, 2025). Validate activity before betting a new project on goptuna. Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
Is 1Panel or goptuna more popular on GitHub?
1Panel has more GitHub stars (36,174 vs 279). Stars measure visibility, not whether either tool fits your constraints.
Are 1Panel and goptuna open source?
Yes - both are open-source projects on GitHub (1Panel: GPL-3.0, goptuna: MIT).
Where can I find alternatives to 1Panel or goptuna?
GraphCanon lists graph-backed alternatives at 1Panel alternatives and goptuna alternatives (1Panel markdown twin, goptuna 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 goptuna?
1Panel: Very active. goptuna: Slowing. 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 goptuna?
GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: 1Panel trust report; goptuna trust report.