--- title: "Amphion vs docker-airflow" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/open-mmlab-amphion-vs-puckel-docker-airflow" tools: ["open-mmlab-amphion", "puckel-docker-airflow"] --- # Amphion vs docker-airflow *GraphCanon updated Jul 15, 2026* ## Verdict Pick Amphion when amphion is primarily Python; docker-airflow is Shell; pick docker-airflow when docker-airflow is primarily Shell; Amphion is Python. [Amphion](https://openhlt.github.io/amphion/) reports 9.9k GitHub stars, 822 forks, and 175 open issues, last pushed Mar 25, 2026. [docker-airflow](https://github.com/puckel/docker-airflow) has 3.8k stars, 586 forks, and 261 open issues, last pushed Mar 1, 2023. Figures are from public GitHub metadata via [Amphion's repository](https://github.com/open-mmlab/Amphion) and [docker-airflow's repository](https://github.com/puckel/docker-airflow). | | [Amphion](/tools/open-mmlab-amphion.md) | [docker-airflow](/tools/puckel-docker-airflow.md) | | --- | --- | --- | | Tagline | Amphion (/æmˈfaɪən/) is a toolkit for Audio, Music, and Speech Generation. Its purpose is to support reproducible research and help junior researchers and engineers get started in the field of audio, | Docker Apache Airflow | | Stars | 9,927 | 3,809 | | Forks | 822 | 586 | | Open issues | 175 | 261 | | Language | Python | Shell | | Adopt for | - | - | | Persona | - | - | | Runtime | - | - | | License | MIT | Apache-2.0 | | Categories | Computer Vision, Inference & Serving, Speech & Audio | Computer Vision | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [Amphion](/tools/open-mmlab-amphion.md) | [docker-airflow](/tools/puckel-docker-airflow.md) | | --- | --- | --- | | Maintenance | Slowing (36%) | Dormant (18%) | | Days since push | 107d | 1232d | | Open issues (now) | 175 | 261 | | Owner type | Organization | User | | Full report | [trust report](/tools/open-mmlab-amphion/trust.md) | [trust report](/tools/puckel-docker-airflow/trust.md) | ## Shared compatibility - **Python**: [Amphion](/tools/open-mmlab-amphion.md) - Python runtime; [docker-airflow](/tools/puckel-docker-airflow.md) - Python runtime ## Choose when ### Choose Amphion if… - Amphion is primarily Python; docker-airflow is Shell. - License: Amphion is MIT, docker-airflow is Apache-2.0. - Tags unique to Amphion: audio generation, audio-synthesis, audioldm, audit. - Also covers Inference & Serving, Speech & Audio. ### Choose docker-airflow if… - docker-airflow is primarily Shell; Amphion is Python. - License: docker-airflow is Apache-2.0, Amphion is MIT. - Tags unique to docker-airflow: airflow, docker, docker-airflow, management. ## When NOT to use Amphion - Last GitHub push was 112 days ago (slowing maintenance, Mar 25, 2026). Validate activity before betting a new project on Amphion. - Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. ## When NOT to use docker-airflow - Last GitHub push was 1232 days ago (dormant maintenance, Mar 1, 2023). Validate activity before betting a new project on docker-airflow. ## Common questions ### What is the difference between Amphion and docker-airflow? Amphion: Amphion (/æmˈfaɪən/) is a toolkit for Audio, Music, and Speech Generation. Its purpose is to support reproducible research and help junior researchers and engineers get started in the field of audio, . docker-airflow: Docker Apache Airflow. See the comparison table for live GitHub stats and shared categories. ### When should I choose Amphion over docker-airflow? Choose Amphion over docker-airflow when Amphion is primarily Python; docker-airflow is Shell; License: Amphion is MIT, docker-airflow is Apache-2.0; Tags unique to Amphion: audio generation, audio-synthesis, audioldm, audit; Also covers Inference & Serving, Speech & Audio. ### When should I choose docker-airflow over Amphion? Choose docker-airflow over Amphion when docker-airflow is primarily Shell; Amphion is Python; License: docker-airflow is Apache-2.0, Amphion is MIT; Tags unique to docker-airflow: airflow, docker, docker-airflow, management. ### When should I avoid Amphion? Last GitHub push was 112 days ago (slowing maintenance, Mar 25, 2026). Validate activity before betting a new project on Amphion. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. ### When should I avoid docker-airflow? Last GitHub push was 1232 days ago (dormant maintenance, Mar 1, 2023). Validate activity before betting a new project on docker-airflow. ### Is Amphion or docker-airflow more popular on GitHub? Amphion has more GitHub stars (9,927 vs 3,809). Stars measure visibility, not whether either tool fits your constraints. ### Are Amphion and docker-airflow open source? Yes - both are open-source projects on GitHub (Amphion: MIT, docker-airflow: Apache-2.0). ### Where can I find alternatives to Amphion or docker-airflow? GraphCanon lists graph-backed alternatives at [Amphion alternatives](/tools/open-mmlab-amphion/alternatives) and [docker-airflow alternatives](/tools/puckel-docker-airflow/alternatives) ([Amphion markdown twin](/tools/open-mmlab-amphion/alternatives.md), [docker-airflow markdown twin](/tools/puckel-docker-airflow/alternatives.md)), 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](/compare/open-mmlab-amphion-vs-puckel-docker-airflow.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, Amphion or docker-airflow? Amphion: Slowing. docker-airflow: 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 Amphion and docker-airflow? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [Amphion trust report](/tools/open-mmlab-amphion/trust); [docker-airflow trust report](/tools/puckel-docker-airflow/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=open-mmlab-amphion`](/api/graphcanon/graph?tool=open-mmlab-amphion) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_