Comparison

Apache Airflow vs Meltano

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
Meltano54
Score
Vioscale score
Apache Airflow73 / 100medium · 66%
Meltano54 / 100low · 41%
Pricing
Free tier
Apache Airflow
Meltano
Model
Apache Airflowopen_source
Meltanocommercial
Price level
Apache Airflowfree
Meltanolow
Transparent
Apache Airflow
Meltano
Integrations
Count
Apache Airflow100
Meltano8
Adoption
Dependent repos
Apache Airflow189
Meltano42
Github stars
Apache Airflow46,610
Meltano2,609
Package downloads weekly
Apache Airflow3,883,451
Meltano
Activity
Commits last 30d
Apache Airflow100
Meltano61
Release
Cadence days
Apache Airflow13
Meltano3
History
Apache Airflow20 items
Meltano20 items
License
Spdx
Apache AirflowApache-2.0
MeltanoMIT
Language
Primary
Apache AirflowPython
MeltanoPython
Market
Availability
Apache Airflow

Capabilities

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

Core
Tool role
Apache AirflowOrchestrator
MeltanoELT / ingestion
Processing paradigm
Apache AirflowBatch
MeltanoBatch + streaming
Connectivity
Connector count
Apache Airflow100+
Meltano600+
CDC / log-based replication
Apache Airflow-
Meltano
Transformation
In-warehouse transformation (push-down)
Apache Airflow-
Meltano
dbt-native orchestration
Apache Airflow
Meltano
Deployment
Self-hosted / open-source available
Apache Airflow
Meltano
Managed cloud available
Apache Airflow
Meltano
Governance
Data lineage / asset catalog
Apache Airflow
Meltano-
Authoring
Python-first authoring
Apache Airflow
Meltano-
Execution
Incremental / partition-aware runs
Apache Airflow
Meltano
Quality
Built-in data quality / tests
Apache Airflow-
Meltano-
Scale
Horizontal scale (distributed executor)
Apache Airflow
Meltano-

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

Meltano

Meltano provides a code-first approach to data integration, offering 600+ pre-built connectors with compute-time pricing and integrated governance. It enables teams to combine data extraction, loading, and transformation workflows with native dbt support and orchestration capabilities.

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 ↗

Meltano

HybridFree tier

Free open-source version. Managed cloud plans from Starter (200 compute hrs/mo) to Enterprise (unlimited). Pay for compute, not rows.

  • Starter-
    • 200 compute hours/mo
    • Managed infrastructure
    • 25 workspaces
    • Unlimited users
    • 600+ connectors
    • +5 more
  • Growth-
    • 2000 compute hours/mo
    • Everything in Starter
    • 100 workspaces
    • 8 hours of engineering on demand/mo
    • Shared account management
  • Scale-
    • 5000 compute hours/mo
    • Everything in Growth
    • Unlimited workspaces
    • 15 hours of engineering on demand/mo
    • Dedicated account management
    • +1 more
  • EnterpriseContact sales
    • Unlimited compute hours/mo
    • Everything in Scale
    • Custom connectors
    • Custom hours of engineering on demand/mo
    • Custom SLA
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
Meltano
Linux
Apache Airflow
Meltano
CLI
Apache Airflow
Meltano
Deployment
Cloud / SaaS
Apache Airflow
Meltano
Self-hosted
Apache Airflow
Meltano
On-premise
Apache Airflow
Meltano
Hybrid
Apache Airflow
Meltano

Integrations

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

In common (2)
  • Snowflake
  • PostgreSQL

Apache Airflow

Leader
50 total - 48 not shared
  • Amazon Web Services
  • Microsoft Azure
  • Google Cloud Platform
  • Databricks
  • dbt Cloud
  • Slack
  • Salesforce
  • Tableau
  • MySQL
  • MongoDB
  • Redis
  • Kubernetes
  • Docker
  • Apache Spark
  • Apache Kafka
  • Apache Cassandra
  • Apache Flink
  • Apache Druid
  • Elasticsearch
  • Datadog
  • Jenkins
  • GitHub
  • OpenAI
  • Anthropic
  • +24 more
Independently observed

Meltano

8 total - 6 not shared
  • Singer
  • dbt
  • Airflow
  • Great Expectations
  • Dagster
  • Superset
Independently observed

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