Comparison
airflow vs Shuffle
Verdict
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; pick Shuffle if shuffle is notable for its strong focus on collaboration and resource sharing within cybersecurity automation.
Markdown twin · airflow alternatives · Shuffle alternatives
GraphCanon updated Sep 19, 2026
15views this month
Trust & integrity
| Signal | airflow | Shuffle |
|---|---|---|
| Maintenance | Very active (0d since push) As of Sep 14, 2026 · github_public_v1 | Very active (0d since push) As of Sep 19, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 14, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 19, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 15, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 15, 2026 · 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
- A platform to programmatically author, schedule, and monitor workflows
- Shuffle
- A general purpose security automation platform
Stars
- airflow
- 47k
- Shuffle
- 2.4k
Forks
- airflow
- 18k
- Shuffle
- 430
Open issues
- airflow
- 2.1k
- Shuffle
- 492
Language
- airflow
- Python
- Shuffle
- JavaScript
Adopt for
- airflow
- Apache Airflow is a Python-based orchestrator for scheduling and monitoring workflows, suitable for tasks that require flexible DAG (Directed Acyclic Graph) definitions.
- Shuffle
- Shuffle is notable for its strong focus on collaboration and resource sharing within cybersecurity automation.
Persona
- airflow
- -
- Shuffle
- -
Runtime
- airflow
- -
- Shuffle
- -
License
- airflow
- Apache-2.0
- Shuffle
- AGPL-3.0
Last pushed
- airflow
- Sep 14, 2026
- Shuffle
- Sep 18, 2026
Categories
- airflow
- Developer Tools
- Shuffle
- Developer Tools
Trust and health
Open issues (now)
- airflow
- 2.1k
- Shuffle
- 492
Stars delta
- airflow
- +419 (30d)
- Shuffle
- +31 (30d)
Open issues delta
- airflow
- +262 (30d)
- Shuffle
- +4 (30d)
Full report
- airflow
- Trust report
- Shuffle
- Trust report
Choose airflow if…
- airflow is primarily Python; Shuffle is JavaScript.
- License: airflow is Apache-2.0, Shuffle is AGPL-3.0.
- Tags unique to airflow: airflow, apache, dag, data-engineering.
- 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.
Choose Shuffle if…
- Shuffle is primarily JavaScript; airflow is Python.
- License: Shuffle is AGPL-3.0, airflow is Apache-2.0.
- Tags unique to Shuffle: cybersecurity, discord, integrations, mitre-attack.
- When there is a need to enhance security workflows through collaborative effort and automated task management.
When NOT to use Shuffle
- If the project requires an open-source friendly licensing model that avoids AGPLv3, as Shuffle's backend is licensed under this more restrictive license compared to some competitors.
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 Sep 14, 2026
- GitHub forks (apache/airflow) · observed Sep 14, 2026
- Last push (apache/airflow) · observed Sep 14, 2026
- License file (Apache-2.0) · observed Sep 14, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (Shuffle/Shuffle) · observed Sep 19, 2026
- GitHub forks (Shuffle/Shuffle) · observed Sep 19, 2026
- Last push (Shuffle/Shuffle) · observed Sep 18, 2026
- License file (AGPL-3.0) · observed Sep 19, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: airflow 47k · Shuffle 2.4k (synced Sep 14, 2026).
Common questions
- What is the difference between airflow and Shuffle?
- airflow: A platform to programmatically author, schedule, and monitor workflows. Shuffle: A general purpose security automation platform. See the comparison table for live GitHub stats and shared categories.
- When should I choose airflow over Shuffle?
- Choose airflow over Shuffle when airflow is primarily Python; Shuffle is JavaScript; License: airflow is Apache-2.0, Shuffle is AGPL-3.0; Tags unique to airflow: airflow, apache, dag, data-engineering; If you need to model complex workflow dependency graphs with Directed Acyclic Graphs (DAGs).
- When should I choose Shuffle over airflow?
- Choose Shuffle over airflow when Shuffle is primarily JavaScript; airflow is Python; License: Shuffle is AGPL-3.0, airflow is Apache-2.0; Tags unique to Shuffle: cybersecurity, discord, integrations, mitre-attack; When there is a need to enhance security workflows through collaborative effort and automated task management.
- 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.
- When should I avoid Shuffle?
- If the project requires an open-source friendly licensing model that avoids AGPLv3, as Shuffle's backend is licensed under this more restrictive license compared to some competitors.
- Is airflow or Shuffle more popular on GitHub?
- airflow has more GitHub stars (46,844 vs 2,440). Stars measure visibility, not whether either tool fits your constraints.
- Are airflow and Shuffle open source?
- Yes - both are open-source projects on GitHub (airflow: Apache-2.0, Shuffle: AGPL-3.0).
- Where can I find alternatives to airflow or Shuffle?
- GraphCanon lists graph-backed alternatives at airflow alternatives and Shuffle alternatives (airflow markdown twin, Shuffle 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 Shuffle?
- airflow: Very active. Shuffle: 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 Shuffle?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: airflow trust report; Shuffle trust report.