Comparison
airflow vs cloudstack
Verdict
Pick airflow when airflow is primarily Python; cloudstack is Java; pick cloudstack when cloudstack is primarily Java; airflow is Python.
Markdown twin · airflow alternatives · cloudstack alternatives
GraphCanon updated today
Trust & integrity
| Signal | airflow | cloudstack |
|---|---|---|
| Maintenance | Very active (0d since push) As of today · github_public_v1 | Very active (0d 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 |
| OSV dependency advisories | No lockfile (source not queried) As of today · osv@v1 | No published findings from this source as of 2026-07-15 As of today · 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
- airflow
- Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
- cloudstack
- Apache CloudStack is an opensource Infrastructure as a Service (IaaS) cloud computing platform
Stars
- airflow
- 46k
- cloudstack
- 3.0k
Forks
- airflow
- 17k
- cloudstack
- 1.3k
Open issues
- airflow
- 1.7k
- cloudstack
- 803
Language
- airflow
- Python
- cloudstack
- Java
Adopt for
- airflow
- -
- cloudstack
- -
Persona
- airflow
- -
- cloudstack
- -
Runtime
- airflow
- -
- cloudstack
- -
License
- airflow
- Apache-2.0
- cloudstack
- Apache-2.0
Last pushed
- airflow
- Jul 15, 2026
- cloudstack
- Jul 14, 2026
Categories
- airflow
- AI Agents, Computer Vision, Data & Retrieval
- cloudstack
- AI Agents
Trust and health
Open issues (now)
- airflow
- 1.7k
- cloudstack
- 803
OSV dependency advisories
- airflow
- No lockfile (source not queried)
- cloudstack
- No published findings from this source as of 2026-07-15
Full report
- airflow
- Trust report
- cloudstack
- Trust report
Choose airflow if…
- airflow is primarily Python; cloudstack is Java.
- Tags unique to airflow: airflow, apache, apache-airflow, automation.
- Also covers Computer Vision, Data & Retrieval.
- airflow ships Docker support for self-hosted deployment.
When NOT to use airflow
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism.
- Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough.
Choose cloudstack if…
- cloudstack is primarily Java; airflow is Python.
- Tags unique to cloudstack: cloud, cloudstack, iaas, infrastructure.
- Leaner open-issue backlog (803).
When NOT to use cloudstack
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (apache/airflow) · observed Jul 15, 2026
- GitHub forks (apache/airflow) · observed Jul 15, 2026
- Last push (apache/airflow) · observed Jul 15, 2026
- License file (Apache-2.0) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (apache/cloudstack) · observed Jul 15, 2026
- GitHub forks (apache/cloudstack) · observed Jul 15, 2026
- Last push (apache/cloudstack) · observed Jul 14, 2026
- License file (Apache-2.0) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: airflow 46k · cloudstack 3.0k (synced Jul 15, 2026).
Common questions
- What is the difference between airflow and cloudstack?
- airflow: Apache Airflow - A platform to programmatically author, schedule, and monitor workflows. cloudstack: Apache CloudStack is an opensource Infrastructure as a Service (IaaS) cloud computing platform. See the comparison table for live GitHub stats and shared categories.
- When should I choose airflow over cloudstack?
- Choose airflow over cloudstack when airflow is primarily Python; cloudstack is Java; Tags unique to airflow: airflow, apache, apache-airflow, automation; Also covers Computer Vision, Data & Retrieval; airflow ships Docker support for self-hosted deployment.
- When should I choose cloudstack over airflow?
- Choose cloudstack over airflow when cloudstack is primarily Java; airflow is Python; Tags unique to cloudstack: cloud, cloudstack, iaas, infrastructure; Leaner open-issue backlog (803).
- When should I avoid airflow?
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough.
- When should I avoid cloudstack?
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism.
- Is airflow or cloudstack more popular on GitHub?
- airflow has more GitHub stars (46,124 vs 2,985). Stars measure visibility, not whether either tool fits your constraints.
- Are airflow and cloudstack open source?
- Yes - both are open-source projects on GitHub (airflow: Apache-2.0, cloudstack: Apache-2.0).
- Where can I find alternatives to airflow or cloudstack?
- GraphCanon lists graph-backed alternatives at airflow alternatives and cloudstack alternatives (airflow markdown twin, cloudstack 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, airflow or cloudstack?
- airflow: Very active. cloudstack: 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 airflow and cloudstack?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: airflow trust report; cloudstack trust report.