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Comparison

1Panel vs scalene

Verdict

Pick 1Panel when 1Panel is primarily Go; scalene is Python; pick scalene when scalene is primarily Python; 1Panel is Go.

Markdown twin · 1Panel alternatives · scalene alternatives

GraphCanon updated today

1Panel logo

1Panel

1Panel-dev/1Panel

★ 36kpushed Jul 10, 2026
vs
scalene logo

scalene

plasma-umass/scalene

★ 13kpushed Jul 5, 2026

Trust & integrity

Signal1Panelscalene
Maintenance
Very active (1d since push)
As of today · github_public_v1
Very active (6d 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
18 low (18 low)
As of today · osv@v1
1Panel trust reportscalene trust reportTrust methodology

Tagline

1Panel
A modern, open-source VPS control panel with native AI agent support
scalene
Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization proposals

Stars

1Panel
36k
scalene
13k

Forks

1Panel
3.2k
scalene
435

Open issues

1Panel
278
scalene
151

Language

1Panel
Go
scalene
Python

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.
scalene
-

Persona

1Panel
-
scalene
-

Runtime

1Panel
-
scalene
-

License

1Panel
GPL-3.0
scalene
Apache-2.0

Last pushed

1Panel
Jul 10, 2026
scalene
Jul 5, 2026

Categories

1Panel
AI Agents, Developer Tools
scalene
Developer Tools

Trust and health

Days since push

1Panel
1d
scalene
6d

Open issues (now)

1Panel
278
scalene
151

Security scan

1Panel
No lockfile
scalene
18 low (18 low)

Full report

1Panel
Trust report
scalene
Trust report

Choose 1Panel if…

  • 1Panel is primarily Go; scalene is Python.
  • License: 1Panel is GPL-3.0, scalene 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 scalene if…

  • scalene is primarily Python; 1Panel is Go.
  • License: scalene is Apache-2.0, 1Panel is GPL-3.0.
  • Tags unique to scalene: cpu-profiling, gpu, gpu-programming, memory-allocation.

When NOT to use scalene

  • Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
GitHubDetails

Explore

1Panel trust report →scalene 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 · scalene 13k (synced Jul 11, 2026).

Common questions

What is the difference between 1Panel and scalene?
1Panel: A modern, open-source VPS control panel with native AI agent support. scalene: Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization proposals. See the comparison table for live GitHub stats and shared categories.
When should I choose 1Panel over scalene?
Choose 1Panel over scalene when 1Panel is primarily Go; scalene is Python; License: 1Panel is GPL-3.0, scalene 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 scalene over 1Panel?
Choose scalene over 1Panel when scalene is primarily Python; 1Panel is Go; License: scalene is Apache-2.0, 1Panel is GPL-3.0; Tags unique to scalene: cpu-profiling, gpu, gpu-programming, memory-allocation.
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 scalene?
Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
Is 1Panel or scalene more popular on GitHub?
1Panel has more GitHub stars (36,174 vs 13,467). Stars measure visibility, not whether either tool fits your constraints.
Are 1Panel and scalene open source?
Yes - both are open-source projects on GitHub (1Panel: GPL-3.0, scalene: Apache-2.0).
Where can I find alternatives to 1Panel or scalene?
GraphCanon lists graph-backed alternatives at 1Panel alternatives and scalene alternatives (1Panel markdown twin, scalene 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 scalene?
1Panel: Very active. scalene: 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 1Panel and scalene?
GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: 1Panel trust report; scalene trust report.