Comparison
airflow vs containerpilot
Verdict
Pick airflow when airflow is primarily Python; containerpilot is Go; pick containerpilot when containerpilot is primarily Go; airflow is Python.
Markdown twin · airflow alternatives · containerpilot alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | airflow | containerpilot |
|---|---|---|
| Maintenance | Very active (0d since push) As of today · github_public_v1 | Dormant (1029d 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 lockfile (source not queried) 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
- containerpilot
- A service for autodiscovery and configuration of applications running in containers
Stars
- airflow
- 46k
- containerpilot
- 1.1k
Forks
- airflow
- 17k
- containerpilot
- 135
Open issues
- airflow
- 1.7k
- containerpilot
- 43
Language
- airflow
- Python
- containerpilot
- Go
Adopt for
- airflow
- -
- containerpilot
- -
Persona
- airflow
- -
- containerpilot
- -
Runtime
- airflow
- -
- containerpilot
- -
License
- airflow
- Apache-2.0
- containerpilot
- MPL-2.0
Last pushed
- airflow
- Jul 15, 2026
- containerpilot
- Sep 20, 2023
Categories
- airflow
- AI Agents, Computer Vision, Data & Retrieval
- containerpilot
- AI Agents
Trust and health
Maintenance
- airflow
- Very active (96%)
- containerpilot
- Dormant (18%)
Days since push
- airflow
- 0d
- containerpilot
- 1029d
Open issues (now)
- airflow
- 1.7k
- containerpilot
- 43
Full report
- airflow
- Trust report
- containerpilot
- Trust report
Choose airflow if…
- airflow is primarily Python; containerpilot is Go.
- License: airflow is Apache-2.0, containerpilot is MPL-2.0.
- 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 containerpilot if…
- containerpilot is primarily Go; airflow is Python.
- License: containerpilot is MPL-2.0, airflow is Apache-2.0.
- Tags unique to containerpilot: consul, containerpilot, containers, docker.
When NOT to use containerpilot
- Last GitHub push was 1029 days ago (dormant maintenance, Sep 20, 2023). Validate activity before betting a new project on containerpilot.
- 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 (TritonDataCenter/containerpilot) · observed Jul 15, 2026
- GitHub forks (TritonDataCenter/containerpilot) · observed Jul 15, 2026
- Last push (TritonDataCenter/containerpilot) · observed Sep 20, 2023
- License file (MPL-2.0) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: airflow 46k · containerpilot 1.1k (synced Jul 15, 2026).
Common questions
- What is the difference between airflow and containerpilot?
- airflow: Apache Airflow - A platform to programmatically author, schedule, and monitor workflows. containerpilot: A service for autodiscovery and configuration of applications running in containers. See the comparison table for live GitHub stats and shared categories.
- When should I choose airflow over containerpilot?
- Choose airflow over containerpilot when airflow is primarily Python; containerpilot is Go; License: airflow is Apache-2.0, containerpilot is MPL-2.0; 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 containerpilot over airflow?
- Choose containerpilot over airflow when containerpilot is primarily Go; airflow is Python; License: containerpilot is MPL-2.0, airflow is Apache-2.0; Tags unique to containerpilot: consul, containerpilot, containers, docker.
- 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 containerpilot?
- Last GitHub push was 1029 days ago (dormant maintenance, Sep 20, 2023). Validate activity before betting a new project on containerpilot. AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism.
- Is airflow or containerpilot more popular on GitHub?
- airflow has more GitHub stars (46,124 vs 1,131). Stars measure visibility, not whether either tool fits your constraints.
- Are airflow and containerpilot open source?
- Yes - both are open-source projects on GitHub (airflow: Apache-2.0, containerpilot: MPL-2.0).
- Where can I find alternatives to airflow or containerpilot?
- GraphCanon lists graph-backed alternatives at airflow alternatives and containerpilot alternatives (airflow markdown twin, containerpilot 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 containerpilot?
- airflow: Very active. containerpilot: Dormant. 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 containerpilot?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: airflow trust report; containerpilot trust report.