--- title: "argo-workflows vs compose" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/argoproj-argo-workflows-vs-docker-compose" tools: ["argoproj-argo-workflows", "docker-compose"] --- # argo-workflows vs compose *GraphCanon updated Sep 20, 2026* ## Verdict Pick argo-workflows if argo Workflows, an open-source workflow engine for Kubernetes implemented as a CRD, is popular due to its lightweight design, scalability, and extensive artifact support; pick compose if a tool for defining and orchestrating multi-container applications with Docker using Compose files. [argo-workflows](https://argo-workflows.readthedocs.io/) reports 17k GitHub stars, 3.6k forks, and 1.3k open issues, last pushed Sep 3, 2026. [compose](https://docs.docker.com/compose/) has 38k stars, 5.8k forks, and 107 open issues, last pushed Sep 17, 2026. Figures are from public GitHub metadata via [argo-workflows's repository](https://github.com/argoproj/argo-workflows) and [compose's repository](https://github.com/docker/compose). | | [argo-workflows](/tools/argoproj-argo-workflows.md) | [compose](/tools/docker-compose.md) | | --- | --- | --- | | Tagline | Workflow Engine for Kubernetes | Define and run multi-container applications with Docker | | Stars | 16,956 | 38,178 | | Forks | 3,643 | 5,818 | | Open issues | 1,269 | 107 | | Language | Go | Go | | Adopt for | Argo Workflows, an open-source workflow engine for Kubernetes implemented as a CRD, is popular due to its lightweight design, scalability, and extensive artifact support. | A tool for defining and orchestrating multi-container applications with Docker using Compose files. | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | Apache-2.0 | | Categories | Developer Tools, Model Training | Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [argo-workflows](/tools/argoproj-argo-workflows.md) | [compose](/tools/docker-compose.md) | | --- | --- | --- | | Open issues (now) | 1.3k | 107 | | Stars delta | +89 (30d) | +139 (30d) | | Open issues delta | -52 (30d) | +2 (30d) | | Full report | [trust report](/tools/argoproj-argo-workflows/trust.md) | [trust report](/tools/docker-compose/trust.md) | ## Decision facts: argo-workflows - **Adopt for:** Argo Workflows, an open-source workflow engine for Kubernetes implemented as a CRD, is popular due to its lightweight design, scalability, and extensive artifact support. ## Decision facts: compose - **Adopt for:** A tool for defining and orchestrating multi-container applications with Docker using Compose files. ## Choose when ### Choose argo-workflows if… - Tags unique to argo-workflows: cloud-native, machine-learning, mlops, pipelines. - Also covers Model Training. - When orchestrating container-native workflows for tasks like machine learning or data processing on Kubernetes ### Choose compose if… - Tags unique to compose: containerization, docker-compose, orchestration. - When your project involves running multiple connected services or microservices, as Docker Compose streamlines the orchestration of these with Docker. - More GitHub stars (38k vs 17k) - visibility, not fit. ## When NOT to use argo-workflows - In non-Kubernetes environments due to its tight integration with Kubernetes CRDs and native features - For legacy system migrations that require significant VM and server-based overheads, as Argo Workflows is container-centric without such layers ## When NOT to use compose - When your application orchestration needs extend beyond basic services definition and coordination provided by Compose files. - If you are specifically targeting a legacy setup or need tools that were historically paired with Docker Swarm, as some recent enhancements may lack full compatibility. - For users who require advanced orchestration features like horizontal scaling, service discovery, or load balancing outside of the capabilities offered by simple docker compose setups. ## Common questions ### What is the difference between argo-workflows and compose? argo-workflows: Workflow Engine for Kubernetes. compose: Define and run multi-container applications with Docker. See the comparison table for live GitHub stats and shared categories. ### When should I choose argo-workflows over compose? Choose argo-workflows over compose when Tags unique to argo-workflows: cloud-native, machine-learning, mlops, pipelines; Also covers Model Training; When orchestrating container-native workflows for tasks like machine learning or data processing on Kubernetes. ### When should I choose compose over argo-workflows? Choose compose over argo-workflows when Tags unique to compose: containerization, docker-compose, orchestration; When your project involves running multiple connected services or microservices, as Docker Compose streamlines the orchestration of these with Docker; More GitHub stars (38k vs 17k) - visibility, not fit. ### When should I avoid argo-workflows? In non-Kubernetes environments due to its tight integration with Kubernetes CRDs and native features For legacy system migrations that require significant VM and server-based overheads, as Argo Workflows is container-centric without such layers ### When should I avoid compose? When your application orchestration needs extend beyond basic services definition and coordination provided by Compose files. If you are specifically targeting a legacy setup or need tools that were historically paired with Docker Swarm, as some recent enhancements may lack full compatibility. For users who require advanced orchestration features like horizontal scaling, service discovery, or load balancing outside of the capabilities offered by simple docker compose setups. ### Is argo-workflows or compose more popular on GitHub? compose has more GitHub stars (38,178 vs 16,956). Stars measure visibility, not whether either tool fits your constraints. ### Are argo-workflows and compose open source? Yes - both are open-source projects on GitHub (argo-workflows: Apache-2.0, compose: Apache-2.0). ### Where can I find alternatives to argo-workflows or compose? GraphCanon lists graph-backed alternatives at [argo-workflows alternatives](/tools/argoproj-argo-workflows/alternatives) and [compose alternatives](/tools/docker-compose/alternatives) ([argo-workflows markdown twin](/tools/argoproj-argo-workflows/alternatives.md), [compose markdown twin](/tools/docker-compose/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/argoproj-argo-workflows-vs-docker-compose.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, argo-workflows or compose? argo-workflows: Very active. compose: 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 argo-workflows and compose? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [argo-workflows trust report](/tools/argoproj-argo-workflows/trust); [compose trust report](/tools/docker-compose/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=argoproj-argo-workflows`](/api/graphcanon/graph?tool=argoproj-argo-workflows) - 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/_