vioscaleAI
Comparison

Apache Airflow vs dlt

No clear leader: Apache Airflow (69.0) and dlt (64.7) are within the 5-point margin; treat as a tie. The attribute-by-attribute breakdown below, with a source and date on every value, is the honest way to compare them.

Apache Airflow full profile →dlt full profile →
Machine formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.
Apache Airflow69
dlt65
Score
vioscaleAI score
Apache Airflow69 / 100medium · 66%
dlt65 / 100low · 46%
Pricing
Free tier
Apache Airflow✓
dlt✓
Model
Apache Airflowopen_source
dltfreemium
Price level
Apache Airflowfree
dlthigh
Starting price
Apache Airflow–
dlt$12,000
Transparent
Apache Airflow✓
dlt✓
Integrations
Count
Apache Airflow54
dlt5,000
Security
Disclosure policy
Apache Airflow–
dlt✓
Gdpr
Apache Airflow–
dlt✓
Scorecard
Apache Airflow7.3
dlt–
Vulnerabilities
Reliability
Status page
Apache Airflow–
dlt✓
Adoption
Dependent repos
Apache Airflow189
dlt23
Github stars
Apache Airflow47,054
dlt5,969
Package downloads weekly
Apache Airflow1,607,065
dlt–
Activity
Commits last 30d
Apache Airflow100
dlt36
Release
Cadence days
Apache Airflow14
dlt12
History
Apache Airflow20 items
dlt20 items
License
Spdx
Apache AirflowApache-2.0
dltApache-2.0
Language
Primary
Apache AirflowPython
dltPython
Market
Availability
Content
Faq
Apache Airflow6 items
dlt8 items

Capabilities

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

Core
Tool role
Apache AirflowOrchestrator
dltELT / ingestion
Processing paradigm
Apache AirflowBatch
dltBatch + streaming
Connectivity
Connector count
Apache Airflow100+
dlt5,000+
CDC / log-based replication
Apache Airflow-
dlt✓
Transformation
In-warehouse transformation (push-down)
Apache Airflow-
dlt✓
dbt-native orchestration
Apache Airflow✓
dlt✓
Deployment
Self-hosted / open-source available
Apache Airflow✓
dlt✓
Managed cloud available
Apache Airflow✓
dlt✓
Governance
Data lineage / asset catalog
Apache Airflow✓
dlt✓
Authoring
Python-first authoring
Apache Airflow✓
dlt✓
Execution
Incremental / partition-aware runs
Apache Airflow✓
dlt✓
Quality
Built-in data quality / tests
Apache Airflow✓
dlt✓
Scale
Horizontal scale (distributed executor)
Apache Airflow✓
dlt-

What each one is

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

Apache Airflow

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.

Independently observed

dlt

A managed platform that enables teams to build, deploy, and monitor data pipelines with AI assistance, built on the open-source dlt library. It provides runtime management, observability, data quality monitoring, and team collaboration features for moving data from any source to any destination.

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

Open source
as of verify ↗

dlt

from $12000/moHybridFree tier14-day trial

Free open-source tier. Hub plan from $12,000/month with 5,000 included credits. Tiered overage pricing. 14-day free trial.

  • dltFree
    • Open source ingestion library
    • Reliable ingestion and loading
    • Limited verified OSS connectors
    • AI help and community support
  • Hub$12,000/month with 5,000 credits included. Tiered overage pricing: $1.00–$0.80 per credit depending on volume.
    • Everything in dlt
    • AI Harness (Claude Code, Codex, Cursor)
    • Managed runtime for ingestion
    • Transformations & Data apps
    • Data quality metrics & checks
    • +18 more
  • EnterpriseContact sales
    • Custom credits and volume pricing
    • Enterprise security and governance controls
    • Role-based access control (RBAC) and audit logs
    • SLA and tailored support options
    • Custom onboarding and architecture guidance
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✓
dlt✓
macOS
Apache Airflow✓
dlt✗
Linux
Apache Airflow✓
dlt✗
CLI
Apache Airflow✓
dlt✓
Deployment
Cloud / SaaS
Apache Airflow✓
dlt✓
Self-hosted
Apache Airflow✓
dlt✓
On-premise
Apache Airflow✓
dlt✗
Hybrid
Apache Airflow✓
dlt✓

Integrations

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

In common (12)
  • Microsoft Azure
  • Databricks
  • Snowflake
  • Slack
  • Salesforce
  • PostgreSQL
  • MySQL
  • GitHub
  • OpenAI
  • SQLite
  • ClickHouse
  • Microsoft SQL Server

Apache Airflow

61 total - 49 not shared
  • Amazon Web Services
  • Google Cloud Platform
  • dbt Cloud
  • Tableau
  • MongoDB
  • Redis
  • Kubernetes
  • Docker
  • Apache Spark
  • Apache Kafka
  • Apache Cassandra
  • Apache Flink
  • Apache Druid
  • Elasticsearch
  • Datadog
  • Jenkins
  • Anthropic
  • Cohere
  • Pinecone
  • Weaviate
  • Qdrant
  • Oracle
  • Teradata
  • Presto
  • +25 more
Independently observed

dlt

46 total - 34 not shared
  • HubSpot
  • BigQuery
  • MotherDuck
  • DuckDB
  • Amazon S3
  • Google Cloud Storage
  • SFTP
  • Parquet
  • Apache Delta
  • Apache Iceberg
  • DuckLake
  • Pydantic Logfire
  • Arize
  • Langfuse
  • LangChain
  • Apache Airflow
  • Dagster
  • AWS Lambda
  • Marimo
  • Hugging Face
  • Postgres
  • Redshift
  • Athena
  • Azure Storage
  • +10 more
Independently observed
Still deciding?

Apache Airflow or dlt: which one depends on you

A composite score cannot know your constraints. Describe them and both get re-weighted against what you actually need, with the evidence behind every position.

Free to run, no account needed to start. How the evaluation works

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