Comparison
arthas vs hyperopt
Verdict
Pick arthas when arthas is primarily Java; hyperopt is Python; pick hyperopt when hyperopt is primarily Python; arthas is Java.
Markdown twin · arthas alternatives · hyperopt alternatives
GraphCanon updated today
Trust & integrity
| Signal | arthas | hyperopt |
|---|---|---|
| Maintenance | Active (10d since push) As of today · github_public_v1 | Steady (33d 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 | No lockfile As of today · none |
Tagline
- arthas
- Alibaba Java Diagnostic Tool Arthas
- hyperopt
- Distributed Asynchronous Hyperparameter Optimization in Python
Stars
- arthas
- 37k
- hyperopt
- 7.6k
Forks
- arthas
- 7.6k
- hyperopt
- 1.1k
Open issues
- arthas
- 485
- hyperopt
- 6
Language
- arthas
- Java
- hyperopt
- Python
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.
- hyperopt
- -
Persona
- arthas
- -
- hyperopt
- -
Runtime
- arthas
- -
- hyperopt
- -
License
- arthas
- Apache-2.0
- hyperopt
- Other
Last pushed
- arthas
- Jul 1, 2026
- hyperopt
- Jun 8, 2026
Categories
- arthas
- Developer Tools
- hyperopt
- Developer Tools
Trust and health
Maintenance
- arthas
- Active (82%)
- hyperopt
- Steady (60%)
Days since push
- arthas
- 10d
- hyperopt
- 33d
Open issues (now)
- arthas
- 485
- hyperopt
- 6
Full report
- arthas
- Trust report
- hyperopt
- Trust report
Choose arthas if…
- arthas is primarily Java; hyperopt is Python.
- License: arthas is Apache-2.0, hyperopt is Other.
- Requirements: Min 1 GB RAM.
- Tags unique to arthas: diagnosis, jvm, trouble-shooting, java.
- 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.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (alibaba/arthas) · observed Jul 11, 2026
- GitHub forks (alibaba/arthas) · observed Jul 11, 2026
- Last push (alibaba/arthas) · observed Jul 1, 2026
- License file (Apache-2.0) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (hyperopt/hyperopt) · observed Jul 11, 2026
- GitHub forks (hyperopt/hyperopt) · observed Jul 11, 2026
- Last push (hyperopt/hyperopt) · observed Jun 8, 2026
- License file (Other) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: arthas 37k · hyperopt 7.6k (synced Jul 11, 2026).
Common questions
- What is the difference between arthas and hyperopt?
- arthas: Alibaba Java Diagnostic Tool Arthas. hyperopt: Distributed Asynchronous Hyperparameter Optimization in Python. See the comparison table for live GitHub stats and shared categories.
- When should I choose arthas over hyperopt?
- Choose arthas over hyperopt when arthas is primarily Java; hyperopt is Python; License: arthas is Apache-2.0, hyperopt is Other; Requirements: Min 1 GB RAM; Tags unique to arthas: diagnosis, jvm, trouble-shooting, java; 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 hyperopt over arthas?
- Choose hyperopt over arthas when hyperopt is primarily Python; arthas is Java; License: hyperopt is Other, arthas is Apache-2.0; Tags unique to hyperopt: python, hacktoberfest.
- 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 hyperopt?
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- Is arthas or hyperopt more popular on GitHub?
- arthas has more GitHub stars (37,427 vs 7,588). Stars measure visibility, not whether either tool fits your constraints.
- Are arthas and hyperopt open source?
- Yes - both are open-source projects on GitHub (arthas: Apache-2.0, hyperopt: Other).
- Where can I find alternatives to arthas or hyperopt?
- GraphCanon lists graph-backed alternatives at arthas alternatives and hyperopt alternatives (arthas markdown twin, hyperopt 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 hyperopt?
- arthas: Active. hyperopt: Steady. 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 hyperopt?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: arthas trust report; hyperopt trust report.