Comparison

Apache Airflow vs Kestra

On the evidence we track, Apache Airflow leads this comparison with a composite score of 73/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

Machine formatsJSONMarkdownGraphQLor send Accept: application/json
Apache Airflow73
Kestra61
Score
Vioscale score
Apache Airflow73 / 100medium · 66%updating
Kestra61 / 100medium · 55%updating
Pricing
Free tier
Apache Airflow
Kestra
Model
Apache Airflowopen_source
Kestrafreemium
Price level
Apache Airflowfree
Kestralow
Transparent
Apache Airflow
Kestra
Integrations
Count
Apache Airflow100
Kestra1,900
Security
Gdpr
Apache Airflow
Kestra
Scorecard
Apache Airflow7.3
Kestra
Soc2
Apache Airflow
Kestra
Adoption
Dependent repos
Apache Airflow189
Kestra
Github stars
Apache Airflow46,610
Kestra
Package downloads weekly
Apache Airflow3,883,451
Kestra
Activity
Commits last 30d
Apache Airflow100
Kestra
Release
Cadence days
Apache Airflow13
Kestra
History
Apache Airflow20 items
Kestra
License
Spdx
Apache AirflowApache-2.0
Kestra
Language
Primary
Apache AirflowPython
Kestra
Market
Availability

Capabilities

Feature-by-feature on the axes that matter for data engineering tools. “-” means undocumented, not absent.

Core
Tool role
Apache AirflowOrchestrator
KestraOrchestrator
Processing paradigm
Apache AirflowBatch
KestraBatch + streaming
Connectivity
Connector count
Apache Airflow100+
Kestra1900+
CDC / log-based replication
Apache Airflow-
Kestra
Transformation
In-warehouse transformation (push-down)
Apache Airflow-
Kestra
dbt-native orchestration
Apache Airflow
Kestra
Deployment
Self-hosted / open-source available
Apache Airflow
Kestra
Managed cloud available
Apache Airflow
Kestra
Governance
Data lineage / asset catalog
Apache Airflow
Kestra
Authoring
Python-first authoring
Apache Airflow
Kestra
Execution
Incremental / partition-aware runs
Apache Airflow
Kestra
Quality
Built-in data quality / tests
Apache Airflow-
Kestra
Scale
Horizontal scale (distributed executor)
Apache Airflow
Kestra

What each one is

The product in its own terms, so the numbers below have context.

Apache Airflow

Leader

A community-built orchestration system that enables users to define data pipelines and tasks in Python, execute them on distributed workers, and monitor progress through a web-based interface. It supports dynamic pipeline generation, extensive third-party integrations, and operates best for batch-oriented workflows.

Independently observed

Kestra

An open-source platform designed for orchestrating complex, long-running workflows across data pipelines, AI systems, and infrastructure operations. Supports multiple languages and deployment models (cloud, self-hosted, air-gapped), with built-in reliability features like retries, backfills, and comprehensive observability.

Independently observed

Pricing

List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.

Apache Airflow

Leader
Open sourceFree tier

Free, open-source project. Managed cloud versions available through third parties.

as of verify ↗

Kestra

HybridFree tier

Free open-source tier; managed and self-hosted enterprise options available

  • Open SourceFree
    • Workflow design & execution
    • Scheduling & event triggers
    • Real-time processing
    • Embedded code editor
    • Git integration & versioning
    • +1 more
  • Kestra CloudManaged cloud orchestration
    • Fully managed hosting
    • Built-in security and governance
    • Role-based access control
    • Audit logs
    • Asset lineage
    • +2 more
  • EnterpriseContact sales
    • Annual subscription model
    • Customer success program with SLA
    • 24-hour response time
    • Audit logs and governance
    • Multi-tenancy support
    • +2 more
as of verify ↗

Platform & deployment

Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.

Platforms
Web
Apache Airflow
Kestra
Linux
Apache Airflow
Kestra
CLI
Apache Airflow
Kestra
Deployment
Cloud / SaaS
Apache Airflow
Kestra
Self-hosted
Apache Airflow
Kestra
On-premise
Apache Airflow
Kestra
Hybrid
Apache Airflow
Kestra
Air-gapped
Apache Airflow
Kestra

Integrations

What each product connects to. Counts come from the vendor's own integration directory where one exists.

In common (12)
  • Slack
  • Salesforce
  • PostgreSQL
  • Kubernetes
  • Docker
  • Apache Spark
  • Apache Kafka
  • GitHub
  • OpenAI
  • Anthropic
  • Airbyte
  • PagerDuty

Apache Airflow

Leader
50 total - 38 not shared
  • Amazon Web Services
  • Microsoft Azure
  • Google Cloud Platform
  • Databricks
  • Snowflake
  • dbt Cloud
  • Tableau
  • MySQL
  • MongoDB
  • Redis
  • Apache Cassandra
  • Apache Flink
  • Apache Druid
  • Elasticsearch
  • Datadog
  • Jenkins
  • Cohere
  • Pinecone
  • Weaviate
  • Qdrant
  • Oracle
  • Teradata
  • SQLite
  • Presto
  • +14 more
Independently observed

Kestra

45 total - 33 not shared
  • Ansible
  • dbt
  • Spark
  • Dremio
  • Arrow Flight SQL
  • Git
  • GitHub Actions
  • Terraform
  • S3
  • Azure Data Lake Storage
  • Postgres
  • JDBC databases
  • HTTP APIs
  • Polars
  • Python
  • Bash
  • Node.js
  • Go
  • Google Gemini
  • Perplexity
  • Google Analytics
  • Facebook Ads
  • RabbitMQ
  • Yahoo Finance
  • +9 more
Independently observed

Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.