GraphCanon
Home/Compare/arthas vs goptuna

Comparison

arthas vs goptuna

Verdict

Pick arthas when arthas is primarily Java; goptuna is Go; pick goptuna when goptuna is primarily Go; arthas is Java.

Markdown twin · arthas alternatives · goptuna alternatives

GraphCanon updated today

arthas logo

arthas

alibaba/arthas

★ 37kpushed Jul 1, 2026
vs
goptuna logo

goptuna

c-bata/goptuna

★ 279pushed Aug 12, 2025

Trust & integrity

Signalarthasgoptuna
Maintenance
Active (10d 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
arthas trust reportgoptuna trust reportTrust methodology

Tagline

arthas
Alibaba Java Diagnostic Tool Arthas
goptuna
A hyperparameter optimization framework, inspired by Optuna.

Stars

arthas
37k
goptuna
279

Forks

arthas
7.6k
goptuna
26

Open issues

arthas
485
goptuna
19

Language

arthas
Java
goptuna
Go

Adopt for

arthas
Arthas is a Java diagnostic tool from Alibaba designed to monitor and troubleshoot running Java applications using features such as tracing, classloader analysis, and JVM diagnostics.
goptuna
-

Persona

arthas
-
goptuna
-

Runtime

arthas
-
goptuna
-

License

arthas
Apache-2.0
goptuna
MIT

Last pushed

arthas
Jul 1, 2026
goptuna
Aug 12, 2025

Categories

arthas
Developer Tools
goptuna
Developer Tools

Trust and health

Maintenance

arthas
Active (82%)
goptuna
Slowing (36%)

Days since push

arthas
10d
goptuna
333d

Open issues (now)

arthas
485
goptuna
19

Owner type

arthas
Organization
goptuna
User

Security scan

arthas
No lockfile
goptuna
48 low (48 low)

Full report

arthas
Trust report
goptuna
Trust report

Choose arthas if…

  • arthas is primarily Java; goptuna is Go.
  • License: arthas is Apache-2.0, goptuna is MIT.
  • Requirements: Min 1 GB RAM.
  • Tags unique to arthas: agent, diagnosis, java, jvm.
  • arthas ships Docker support for self-hosted deployment.
  • Utilize Arthas for deep diagnostics on running Java applications where you need advanced features such as bytecode enhancement or specific trace capabilities over static analysis.

When NOT to use arthas

  • Avoid using Arthas if your primary need is for quick, surface-level diagnostics or performance tuning without diving into more advanced features.
  • Do not use Arthas if you are working in a development environment outside of Java where this specific diagnostic tool would provide no value.
GitHubDetails

Choose goptuna if…

  • goptuna is primarily Go; arthas is Java.
  • License: goptuna is MIT, arthas is Apache-2.0.
  • Tags unique to goptuna: bandit-algorithms, bayesian-optimization, blackbox-optimization, evolution-strategies.

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

arthas trust report →goptuna trust report →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: arthas 37k · goptuna 279 (synced Jul 11, 2026).

Common questions

What is the difference between arthas and goptuna?
arthas: Alibaba Java Diagnostic Tool Arthas. goptuna: A hyperparameter optimization framework, inspired by Optuna.. See the comparison table for live GitHub stats and shared categories.
When should I choose arthas over goptuna?
Choose arthas over goptuna when arthas is primarily Java; goptuna is Go; License: arthas is Apache-2.0, goptuna is MIT; Requirements: Min 1 GB RAM; Tags unique to arthas: agent, diagnosis, java, jvm; arthas ships Docker support for self-hosted deployment; Utilize Arthas for deep diagnostics on running Java applications where you need advanced features such as bytecode enhancement or specific trace capabilities over static analysis.
When should I choose goptuna over arthas?
Choose goptuna over arthas when goptuna is primarily Go; arthas is Java; License: goptuna is MIT, arthas is Apache-2.0; Tags unique to goptuna: bandit-algorithms, bayesian-optimization, blackbox-optimization, evolution-strategies.
When should I avoid arthas?
Avoid using Arthas if your primary need is for quick, surface-level diagnostics or performance tuning without diving into more advanced features. Do not use Arthas if you are working in a development environment outside of Java where this specific diagnostic tool would provide no value.
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 arthas or goptuna more popular on GitHub?
arthas has more GitHub stars (37,427 vs 279). Stars measure visibility, not whether either tool fits your constraints.
Are arthas and goptuna open source?
Yes - both are open-source projects on GitHub (arthas: Apache-2.0, goptuna: MIT).
Where can I find alternatives to arthas or goptuna?
GraphCanon lists graph-backed alternatives at arthas alternatives and goptuna alternatives (arthas 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, arthas or goptuna?
arthas: 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 arthas and goptuna?
GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: arthas trust report; goptuna trust report.