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Databases · head to head

Apache Airflow vs Paragon

Apache Airflow logo

Apache Airflow

Databases

Programmatically author, schedule and monitor data workflows in Python

From
Free
Rated
-
Full reviewWebsite
Paragon logo

Paragon

Automation Integration

Embedded integration platform for SaaS

From
$299/month
Rated
-
Full reviewWebsite

The short version

  • Only Apache Airflow has a free tier, so it costs nothing to try first.
  • Each has a real cost: Apache Airflow self-hosting is genuinely heavy: scheduler, metadata database, workers and executor choice are a standing operational job; Paragon no published pricing rates or specific plan costs
  • They diverge on capability: Apache Airflow covers Pipelines as Python, Paragon covers Embedded workflows.

Where they differ

Only the attributes on which Apache Airflow and Paragon actually diverge.

Attributes where Apache Airflow and Paragon differ
AttributeApache AirflowParagon
Starting priceFree$299/month
Pricing modelOpen source, no licence fee; managed services billed separatelysubscription
Free tierYesNo
PlatformsLinux, Docker, Kubernetes, Self-hostedWeb, Embedded
CategoryDatabasesAutomation Integration
FoundedUnknown2021

Identical on both: user rating (Not yet rated).

What each one covers

Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.

Only in Apache Airflow

  • Pipelines as Python
  • Web UI
  • Cloud provider packages
  • Jinja templating
  • Retries and dependencies
  • Extensible operators

Only in Paragon

  • Embedded workflows
  • Native integrations
  • Workflow builder
  • Error handling
  • Monitoring
  • Analytics
  • Webhooks
  • 500+ apps

What people use each for

The jobs each tool is most often brought in to do.

Apache Airflow

  • Scheduling nightly ETL where step order and retries matternot Paragon
  • Coordinating machine learning training and evaluation runsnot Paragon
  • Orchestrating dbt runs alongside extraction and loadingnot Paragon
  • Replacing a sprawl of cron jobs with dependencies and visible run historynot Paragon

Paragon

  • Embedding third party integrations into a SaaS productnot Apache Airflow
  • Managing customer facing connectors without building each onenot Apache Airflow

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

Apache Airflow

  • Self-hosting is genuinely heavy: scheduler, metadata database, workers and executor choice are a standing operational job
  • Built for scheduled batch work, and a poor fit for event-driven or sub-minute latency pipelines
  • Because DAGs are Python that the scheduler parses continuously, expensive top-level code in a DAG file slows the whole scheduler
  • Local development and testing of DAGs is awkward compared with newer orchestrators designed with it in mind

Paragon

  • No published pricing rates or specific plan costs
  • Pricing is entirely custom based on Connected Users
  • Both Pro and Enterprise plans require direct contact for pricing

Pricing, plan by plan

Apache Airflow

Free
  • Apache AirflowFree
    • Full scheduler and web UI
    • All provider packages
    • No task or DAG limits

Paragon

$299/month
  • Starter$299/month
    • 50 integrations
    • Basic support
  • Growth$999/month
    • 200 integrations
    • Priority support
  • Enterprise$5000/month
    • Unlimited integrations
    • Dedicated support

Which should you pick?

Choose Apache Airflow if

  • You need pipelines as python.
  • You want to start without paying.
  • You work on Linux, Docker, Kubernetes, Self-hosted.
  • You also want web ui.
Apache Airflow review

Choose Paragon if

  • You need embedded workflows.
  • You work on Web, Embedded.
  • You also want native integrations.
Paragon review

Questions people ask

Is Apache Airflow or Paragon better?
Neither clearly leads. Apache Airflow starts at Free and Paragon at $299/month, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Apache Airflow or Paragon?
Apache Airflow has a free tier; the other does not. Paid plans start at Free for Apache Airflow and $299/month for Paragon.
Does Apache Airflow or Paragon run on more platforms?
Apache Airflow runs on Linux, Docker, Kubernetes, Self-hosted. Paragon runs on Web, Embedded.
Can I use Apache Airflow for free?
Yes. Apache Airflow has a free tier, so you can try it without paying. Paragon starts at $299/month.
What is Apache Airflow best used for?
Apache Airflow is most often used for scheduling nightly etl where step order and retries matter, coordinating machine learning training and evaluation runs, orchestrating dbt runs alongside extraction and loading, replacing a sprawl of cron jobs with dependencies and visible run history. Of those, scheduling nightly etl where step order and retries matter and coordinating machine learning training and evaluation runs are not what Paragon is typically brought in for.
What can Apache Airflow do that Paragon cannot?
Apache Airflow covers Pipelines as Python, Web UI, Cloud provider packages, Jinja templating. Paragon covers Embedded workflows, Native integrations, Workflow builder, Error handling.

Answered from the vendors’ own pages

Apache Airflow: Is Apache Airflow free?

Yes. Airflow is open source under the Apache Software Foundation with no licence fee. Costs are the infrastructure to run it, or a managed service such as Google Cloud Composer or Amazon MWAA.

Paragon: How much does Paragon cost?

Paragon does not publish pricing rates. The company uses a custom pricing model based on Connected Users (the number of tenant organizations using integrations), requiring customers to request custom quotes.

Source
Apache Airflow: What language are Airflow workflows written in?

Python. A workflow is a Python file, so standard language features including loops and datetime handling can generate tasks dynamically, with no XML or command-line configuration.

Paragon: What are Paragon's pricing plans?

Paragon offers Pro and Enterprise plans. The Pro plan includes unlimited integrations, access to all three products, and custom integrations. The Enterprise plan adds self-hosted options, priority support with SLAs, and SAML SSO.

Source
Apache Airflow: Is Airflow suitable for real-time pipelines?

Not really. Airflow is designed for scheduled batch orchestration. Event-driven or sub-minute work is better served by a streaming platform such as Kafka or a purpose-built streaming engine.

Paragon: Does Paragon offer a free trial?

Yes, a free trial is available via signup, though specific trial duration and limitations are not detailed on the pricing page.

Source
Apache Airflow: What are the main alternatives to Airflow?

Dagster and Prefect are the two most commonly weighed against it, both newer and both designed around the local development and testing experience Airflow is criticised for.

Paragon: How does Paragon determine the cost of my plan?

Pricing is customized based on business model and the number of Connected Users, meaning organizations must contact Paragon's sales team for a custom quote.

Source
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