Comparison
airflow vs galaxy
Verdict
Pick airflow when license: airflow is Apache-2.0, galaxy is Other; pick galaxy when license: galaxy is Other, airflow is Apache-2.0.
Markdown twin · airflow alternatives · galaxy alternatives
GraphCanon updated today
Trust & integrity
| Signal | airflow | galaxy |
|---|---|---|
| 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 | Published findings 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
- galaxy
- Data intensive science for everyone.
Stars
- airflow
- 46k
- galaxy
- 1.8k
Forks
- airflow
- 17k
- galaxy
- 1.2k
Open issues
- airflow
- 1.7k
- galaxy
- 2.8k
Language
- airflow
- Python
- galaxy
- Python
Adopt for
- airflow
- -
- galaxy
- -
Persona
- airflow
- -
- galaxy
- -
Runtime
- airflow
- -
- galaxy
- -
License
- airflow
- Apache-2.0
- galaxy
- Other
Last pushed
- airflow
- Jul 15, 2026
- galaxy
- Jul 15, 2026
Categories
- airflow
- AI Agents, Computer Vision, Data & Retrieval
- galaxy
- Computer Vision, Model Training, Vector Databases
Trust and health
Open issues (now)
- airflow
- 1.7k
- galaxy
- 2.8k
OSV dependency advisories
- airflow
- No lockfile (source not queried)
- galaxy
- Published findings
Full report
- airflow
- Trust report
- galaxy
- Trust report
Shared compatibility
- Python · airflow: Python runtime · galaxy: Python runtime
Choose airflow if…
- License: airflow is Apache-2.0, galaxy is Other.
- Tags unique to airflow: airflow, apache, apache-airflow, automation.
- Also covers AI Agents, 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 galaxy if…
- License: galaxy is Other, airflow is Apache-2.0.
- Tags unique to galaxy: bioinformatics, dna, genomics, hacktoberfest.
- Also covers Model Training, Vector Databases.
When NOT to use galaxy
- Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge.
- Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate.
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 (galaxyproject/galaxy) · observed Jul 15, 2026
- GitHub forks (galaxyproject/galaxy) · observed Jul 15, 2026
- Last push (galaxyproject/galaxy) · observed Jul 15, 2026
- License file (Other) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: airflow 46k · galaxy 1.8k (synced Jul 15, 2026).
Common questions
- What is the difference between airflow and galaxy?
- airflow: Apache Airflow - A platform to programmatically author, schedule, and monitor workflows. galaxy: Data intensive science for everyone.. See the comparison table for live GitHub stats and shared categories.
- When should I choose airflow over galaxy?
- Choose airflow over galaxy when License: airflow is Apache-2.0, galaxy is Other; Tags unique to airflow: airflow, apache, apache-airflow, automation; Also covers AI Agents, Data & Retrieval; airflow ships Docker support for self-hosted deployment.
- When should I choose galaxy over airflow?
- Choose galaxy over airflow when License: galaxy is Other, airflow is Apache-2.0; Tags unique to galaxy: bioinformatics, dna, genomics, hacktoberfest; Also covers Model Training, Vector Databases.
- 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 galaxy?
- Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge. Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate.
- Is airflow or galaxy more popular on GitHub?
- airflow has more GitHub stars (46,124 vs 1,811). Stars measure visibility, not whether either tool fits your constraints.
- Are airflow and galaxy open source?
- Yes - both are open-source projects on GitHub (airflow: Apache-2.0, galaxy: Other).
- Where can I find alternatives to airflow or galaxy?
- GraphCanon lists graph-backed alternatives at airflow alternatives and galaxy alternatives (airflow markdown twin, galaxy 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 galaxy?
- airflow: Very active. galaxy: 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 galaxy?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: airflow trust report; galaxy trust report.