Comparison
arthas vs airflow
Verdict
Pick arthas if 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; pick airflow if apache Airflow is a Python-based orchestrator for scheduling and monitoring workflows, suitable for tasks that require flexible DAG (Directed Acyclic Graph) definitions.
Markdown twin · arthas alternatives · airflow alternatives
GraphCanon updated 2d
Trust & integrity
| Signal | arthas | airflow |
|---|---|---|
| Maintenance | Very active (4d since push) As of 2d · github_public_v1 | Very active (0d since push) As of 1w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 2d · github_public_v1 | Not a fork · Organization account As of 1w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- arthas
- Alibaba Java Diagnostic Tool Arthas
- airflow
- A platform to programmatically author, schedule, and monitor workflows
Stars
- arthas
- 37k
- airflow
- 46k
Forks
- arthas
- 7.6k
- airflow
- 18k
Open issues
- arthas
- 485
- airflow
- 1.9k
Language
- arthas
- Java
- airflow
- 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.
- airflow
- Apache Airflow is a Python-based orchestrator for scheduling and monitoring workflows, suitable for tasks that require flexible DAG (Directed Acyclic Graph) definitions.
Persona
- arthas
- -
- airflow
- -
Runtime
- arthas
- -
- airflow
- -
License
- arthas
- Apache-2.0
- airflow
- Apache-2.0
Last pushed
- arthas
- Aug 14, 2026
- airflow
- Aug 9, 2026
Categories
- arthas
- Developer Tools
- airflow
- Developer Tools
Trust and health
Days since push
- arthas
- 4d
- airflow
- 0d
Open issues (now)
- arthas
- 485
- airflow
- 1.9k
Stars delta
- arthas
- +56 (30d)
- airflow
- Unknown
Open issues delta
- arthas
- +4 (30d)
- airflow
- Unknown
Full report
- arthas
- Trust report
- airflow
- Trust report
Choose arthas if…
- arthas is primarily Java; airflow is Python.
- Requirements: Min 1 GB RAM.
- Tags unique to arthas: agent, diagnosis, java, jvm.
- 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.
Choose airflow if…
- airflow is primarily Python; arthas is Java.
- Tags unique to airflow: airflow, apache, automation, dag.
- If you need to model complex workflow dependency graphs with Directed Acyclic Graphs (DAGs).
When NOT to use airflow
- Avoid if you require Windows as the primary execution environment without using WSL2.
- If your project strictly adheres to MariaDB for database management, Airflow is not recommended because it is neither tested nor supported by the tool.
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 Aug 19, 2026
- GitHub forks (alibaba/arthas) · observed Aug 19, 2026
- Last push (alibaba/arthas) · observed Aug 14, 2026
- License file (Apache-2.0) · observed Aug 19, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (apache/airflow) · observed Aug 10, 2026
- GitHub forks (apache/airflow) · observed Aug 10, 2026
- Last push (apache/airflow) · observed Aug 9, 2026
- License file (Apache-2.0) · observed Aug 10, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: arthas 37k · airflow 46k (synced Aug 19, 2026).
Common questions
- What is the difference between arthas and airflow?
- arthas: Alibaba Java Diagnostic Tool Arthas. airflow: A platform to programmatically author, schedule, and monitor workflows. See the comparison table for live GitHub stats and shared categories.
- When should I choose arthas over airflow?
- Choose arthas over airflow when arthas is primarily Java; airflow is Python; Requirements: Min 1 GB RAM; Tags unique to arthas: agent, diagnosis, java, jvm; 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 airflow over arthas?
- Choose airflow over arthas when airflow is primarily Python; arthas is Java; Tags unique to airflow: airflow, apache, automation, dag; If you need to model complex workflow dependency graphs with Directed Acyclic Graphs (DAGs).
- 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 airflow?
- Avoid if you require Windows as the primary execution environment without using WSL2. If your project strictly adheres to MariaDB for database management, Airflow is not recommended because it is neither tested nor supported by the tool.
- Is arthas or airflow more popular on GitHub?
- airflow has more GitHub stars (46,425 vs 37,492). Stars measure visibility, not whether either tool fits your constraints.
- Are arthas and airflow open source?
- Yes - both are open-source projects on GitHub (arthas: Apache-2.0, airflow: Apache-2.0).
- Where can I find alternatives to arthas or airflow?
- GraphCanon lists graph-backed alternatives at arthas alternatives and airflow alternatives (arthas markdown twin, airflow 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 airflow?
- arthas: Very active. airflow: 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 arthas and airflow?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: arthas trust report; airflow trust report.