# Apache Airflow vs Argo Workflows

**Leader by vioscaleAI score:** Apache Airflow

| Attribute | Apache Airflow | Argo Workflows |
|---|---|---|
| **vioscaleAI score** | 69 (66% (medium)) | 43.4 (23% (low)) |
| activity.commits_last_30d | 100 | 1 |
| adoption.dependent_repos | 189 | 88,656 |
| adoption.github_stars | 47,054 | 7,418 |
| adoption.package_downloads_weekly | 1,607,065 | - |
| content.faq | `[{"answer":"An open-source platform where you define workflows in Python, schedule their execution based on dependencies and timing, and monitor progress through a web interface. Widely used for data orchestration, ML operations, and infrastructure automation. It is indexed under Data Engineering Tools.","source":"https://airflow.apache.org","question":"What is Apache Airflow?","confidence":0.6},{"answer":"Apache Airflow is open source, so it can be self-hosted and used at no licence cost. It is released under the Apache-2.0 licence. Pricing changes often, so verify at source before relying on it.","source":"https://airflow.apache.org","question":"Is Apache Airflow free to use?","confidence":0.6},{"answer":"Apache Airflow supports the web, Linux and a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://airflow.apache.org","question":"What platforms does Apache Airflow support?","confidence":0.6},{"answer":"Yes. Apache Airflow can be deployed cloud / SaaS, hybrid and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://airflow.apache.org","question":"Can Apache Airflow be self-hosted?","confidence":0.6},{"answer":"We have confirmed 56 integrations for Apache Airflow, including Amazon Web Services, Microsoft Azure, Google Cloud Platform, Databricks, Snowflake, dbt Cloud, Slack and Salesforce, plus 48 more. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://airflow.apache.org","question":"What does Apache Airflow integrate with?","confidence":0.6},{"answer":"Yes. Apache Airflow is published under the Apache-2.0 licence, a permissive licence that generally allows commercial use and modification. Licence terms can change between releases, so verify against the repository for the version you intend to use.","source":"https://github.com/apache/airflow","question":"Is Apache Airflow open source?","confidence":0.95}]` | `[{"answer":"An open source workflow orchestration platform built for Kubernetes that enables users to define multi-container workflows as either sequential task chains or dependency graphs. It simplifies large-scale parallel job execution on Kubernetes without additional infrastructure overhead. It is indexed under Workflow Automation Software.","source":"https://argoproj.github.io/workflows","question":"What is Argo Workflows?","confidence":0.6},{"answer":"Argo Workflows is open source, so it can be self-hosted and used at no licence cost. It is released under the MIT licence. Pricing changes often, so verify at source before relying on it.","source":"https://argoproj.github.io/workflows","question":"Is Argo Workflows free to use?","confidence":0.6},{"answer":"Yes. Argo Workflows can be deployed cloud / SaaS, on-premise and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://argoproj.github.io/workflows","question":"Can Argo Workflows be self-hosted?","confidence":0.6},{"answer":"Yes. Argo Workflows is published under the MIT licence, a permissive licence that generally allows commercial use and modification. Licence terms can change between releases, so verify against the repository for the version you intend to use.","source":"https://github.com/sindresorhus/modern-normalize","question":"Is Argo Workflows open source?","confidence":0.95}]` |
| deployment.options | `{"cloud":true,"hybrid":true,"on_prem":true,"self_hosted":true}` | `{"cloud":true,"on_prem":true,"self_hosted":true}` |
| description.long | Apache Airflow is a workflow orchestration platform that enables users to define data pipelines in Python and schedule their execution across distributed workers. It provides a web interface for visualization and monitoring, plus extensive integrations with cloud platforms and services. | Enables automated workflow orchestration on Kubernetes, supporting event-triggered execution and deployment automation patterns. |
| features.capabilities | `{"role":"orchestrator","lineage":true,"paradigm":"batch","dbt_native":true,"data_quality":true,"python_first":true,"managed_cloud":true,"connector_count":"100+","self_hosted_oss":true,"incremental_runs":true,"distributed_executor":true}` | - |
| integrations.count | 54 | - |
| integrations.list | `[{"name":"Amazon Web Services"},{"name":"Microsoft Azure"},{"name":"Google Cloud Platform"},{"name":"Databricks"},{"name":"Snowflake"},{"name":"dbt Cloud"},{"name":"Slack"},{"name":"Salesforce"},{"name":"Tableau"},{"name":"PostgreSQL"},{"name":"MySQL"},{"name":"MongoDB"},{"name":"Redis"},{"name":"Kubernetes"},{"name":"Docker"},{"name":"Apache Spark"},{"name":"Apache Kafka"},{"name":"Apache Cassandra"},{"name":"Apache Flink"},{"name":"Apache Druid"},{"name":"Elasticsearch"},{"name":"Datadog"},{"name":"Jenkins"},{"name":"GitHub"},{"name":"OpenAI"},{"name":"Anthropic"},{"name":"Cohere"},{"name":"Pinecone"},{"name":"Weaviate"},{"name":"Qdrant"},{"name":"Oracle"},{"name":"Teradata"},{"name":"SQLite"},{"name":"Presto"},{"name":"Trino"},{"name":"ClickHouse"},{"name":"Neo4j"},{"name":"Airbyte"},{"name":"Informatica"},{"name":"Asana"},{"name":"Atlassian Jira"},{"name":"Discord"},{"name":"Telegram"},{"name":"Segment"},{"name":"PagerDuty"},{"name":"Opsgenie"},{"name":"Keycloak"},{"name":"Yandex"},{"name":"Zendesk"},{"name":"OpenLineage"},{"name":"New Relic","direction":"outbound"},{"name":"Starrocks","direction":"bidirectional"},{"name":"OpenSearch","direction":"outbound"},{"name":"IBM Cognos TM1","direction":"bidirectional"},{"name":"Marquez","direction":"outbound"},{"name":"Nexla","direction":"bidirectional"},{"name":"Vertica","native":true},{"name":"Microsoft SQL Server","native":true},{"name":"Influx DB","native":true},{"name":"Cloudant","native":true},{"name":"OpenFaaS","native":true}]` | - |
| language.primary | Python | TypeScript |
| license.spdx | Apache-2.0 | MIT |
| platform.support | `{"cli":true,"mac":true,"web":true,"linux":true}` | - |
| pricing | `{"type":"open_source","sourceUrl":"https://airflow.apache.org","retrievedAt":"2026-09-07T13:08:28.227Z"}` | `{"type":"open_source","sourceUrl":"https://argoproj.github.io/workflows","retrievedAt":"2026-09-01T14:44:16.765Z"}` |
| pricing.free_tier | yes | - |
| pricing.model | open_source | open_source |
| pricing.price_level | free | free |
| pricing.transparent | yes | - |
| release.cadence_days | 14 | 224 |
| release.history | `[{"url":"https://github.com/apache/airflow/releases/tag/3.3.2","date":"2026-09-17T11:10:15Z","type":"stable","version":"3.3.2"},{"url":"https://github.com/apache/airflow/releases/tag/3.3.1","date":"2026-08-12T09:50:17Z","type":"stable","version":"3.3.1"},{"url":"https://github.com/apache/airflow/releases/tag/java-sdk/1.0.0-beta1","date":"2026-07-13T18:14:58Z","type":"prerelease","version":"java-sdk/1.0.0-beta1"},{"url":"https://github.com/apache/airflow/releases/tag/3.3.0","date":"2026-07-06T15:16:00Z","type":"stable","version":"3.3.0"},{"url":"https://github.com/apache/airflow/releases/tag/helm-chart/1.22.0","date":"2026-06-13T23:37:21Z","type":"stable","version":"helm-chart/1.22.0"},{"url":"https://github.com/apache/airflow/releases/tag/airflow-ctl/0.1.5","date":"2026-06-03T20:29:33Z","type":"stable","version":"airflow-ctl/0.1.5"},{"url":"https://github.com/apache/airflow/releases/tag/3.2.2","date":"2026-05-29T06:27:24Z","type":"stable","version":"3.2.2"},{"url":"https://github.com/apache/airflow/releases/tag/helm-chart/1.21.0","date":"2026-04-24T20:54:43Z","type":"stable","version":"helm-chart/1.21.0"},{"url":"https://github.com/apache/airflow/releases/tag/3.2.1","date":"2026-04-22T09:27:57Z","type":"stable","version":"3.2.1"},{"url":"https://github.com/apache/airflow/releases/tag/3.2.0","date":"2026-04-07T14:51:49Z","type":"stable","version":"3.2.0"},{"url":"https://github.com/apache/airflow/releases/tag/helm-chart/1.20.0","date":"2026-03-22T22:34:36Z","type":"stable","version":"helm-chart/1.20.0"},{"url":"https://github.com/apache/airflow/releases/tag/airflow-ctl/0.1.3","date":"2026-03-19T10:35:06Z","type":"stable","version":"airflow-ctl/0.1.3"},{"url":"https://github.com/apache/airflow/releases/tag/3.1.8","date":"2026-03-11T22:16:16Z","type":"stable","version":"3.1.8"},{"url":"https://github.com/apache/airflow/releases/tag/airflow-ctl/0.1.2","date":"2026-02-25T21:45:45Z","type":"stable","version":"airflow-ctl/0.1.2"},{"url":"https://github.com/apache/airflow/releases/tag/helm-chart/1.19.0","date":"2026-02-17T19:54:34Z","type":"stable","version":"helm-chart/1.19.0"},{"url":"https://github.com/apache/airflow/releases/tag/3.1.7","date":"2026-02-04T12:20:25Z","type":"stable","version":"3.1.7"},{"url":"https://github.com/apache/airflow/releases/tag/3.1.6","date":"2026-01-13T11:08:29Z","type":"stable","version":"3.1.6"},{"url":"https://github.com/apache/airflow/releases/tag/airflow-ctl/0.1.1","date":"2026-01-13T21:57:27Z","type":"stable","version":"airflow-ctl/0.1.1"},{"url":"https://github.com/apache/airflow/releases/tag/3.1.5","date":"2025-12-10T09:11:07Z","type":"stable","version":"3.1.5"},{"url":"https://github.com/apache/airflow/releases/tag/3.1.3","date":"2025-11-14T14:47:34Z","type":"stable","version":"3.1.3"}]` | `[{"url":"https://github.com/sindresorhus/modern-normalize/releases/tag/v3.0.1","date":"2024-09-05T06:32:37Z","type":"stable","version":"v3.0.1"},{"url":"https://github.com/sindresorhus/modern-normalize/releases/tag/v3.0.0","date":"2024-08-13T11:39:35Z","type":"stable","version":"v3.0.0"},{"url":"https://github.com/sindresorhus/modern-normalize/releases/tag/v2.0.0","date":"2023-05-15T10:37:08Z","type":"stable","version":"v2.0.0"},{"url":"https://github.com/sindresorhus/modern-normalize/releases/tag/v1.1.0","date":"2021-05-02T10:25:08Z","type":"stable","version":"v1.1.0"},{"url":"https://github.com/sindresorhus/modern-normalize/releases/tag/v1.0.0","date":"2020-08-21T22:55:09Z","type":"stable","version":"v1.0.0"},{"url":"https://github.com/sindresorhus/modern-normalize/releases/tag/v0.7.0","date":"2020-07-06T14:02:34Z","type":"stable","version":"v0.7.0"},{"url":"https://github.com/sindresorhus/modern-normalize/releases/tag/v0.6.0","date":"2019-12-23T13:16:56Z","type":"stable","version":"v0.6.0"}]` |
| security.scorecard | 7.3 | 4 |
| security.vulnerabilities | `{"count":1,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=apache-airflow-providers-common-sql&per_page=100","last_12m":0,"max_severity":"HIGH"}` | `{"count":0,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=npm&package_name=modern-normalize&per_page=100","last_12m":0,"max_severity":null}` |

*Source: vioscaleAI. Generated 2026-10-20T22:00:26.599Z. "-" = undocumented, not absent.*