Is Airbyte or Dagster better?

Neither clearly leads. Airbyte starts at Free and Dagster at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.

Which is cheaper, Airbyte or Dagster?

Airbyte starts at Free and Dagster at Free.

Does Airbyte or Dagster run on more platforms?

Airbyte runs on Web, Self-hosted. Dagster runs on Cloud, Self-hosted.

Can I use Airbyte for free?

Both have a free tier, so you can try either at no cost before committing.

What is Airbyte best used for?

Airbyte is most often used for data integration, etl operations, api data synchronization, data warehouse population. Of those, data integration and etl operations are not what Dagster is typically brought in for.

What can Airbyte do that Dagster cannot?

Airbyte covers Data replication, Schema detection, ELT pipelines, Real-time sync. Dagster covers Asset-centric orchestration, Lineage tracking, Data quality monitoring, Multi-tool integration.

Automation Integration · head to head

Airbyte vs Dagster

Airbyte

Automation Integration

The open-source ELT platform

From: Free
Rated: -

Full review Website

Dagster

Automation Integration

Data orchestration platform with asset lineage and AI-native observability

From: Free
Rated: -

Full review Website

The short version

Each has a real cost: Airbyte the self-managed open source Core edition has no SSO or RBAC, no multiple workspaces, no row filtering or encryption, and no monitoring integrations; Dagster learning curve steeper than simpler task schedulers
They diverge on capability: Airbyte covers Data replication, Dagster covers Asset-centric orchestration.

Where they differ

Only the attributes on which Airbyte and Dagster actually diverge.

Attributes where Airbyte and Dagster differ
Attribute	Airbyte	Dagster
Pricing model	subscription	Free open-source core plus paid cloud platform
Platforms	Web, Self-hosted	Cloud, Self-hosted
Founded	2020	Unknown

Identical on both: starting price (Free), free tier (Yes), user rating (Not yet rated), category (Automation Integration).

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 Airbyte

Data replication
Schema detection
ELT pipelines
Real-time sync
Data transformation
Monitoring
Custom connectors
300+ connectors

Only in Dagster

Asset-centric orchestration
Lineage tracking
Data quality monitoring
Multi-tool integration
Branch deployments
Dagster+ AI
Hybrid deployment

What people use each for

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

Airbyte

Data integrationnot Dagster
ETL operationsnot Dagster
API data synchronizationnot Dagster
Data warehouse populationnot Dagster
Real-time data replicationnot Dagster

Dagster

Orchestrating multi-stage data transformation pipelinesnot Airbyte
Tracking data lineage across transformation toolsnot Airbyte
Monitoring data quality and asset healthnot Airbyte
Coordinating dbt and Snowflake workflowsnot Airbyte

Where each one falls short

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

Airbyte

The self-managed open source Core edition has no SSO or RBAC, no multiple workspaces, no row filtering or encryption, and no monitoring integrations
Sync frequency on Core is limited compared with the managed tiers, which offer 15 minute syncs
Support on the free tier is community and AI only; premium support requires Pro or Enterprise
The free Agents plan stops at 1,000 agent operations a month and pauses capacity until the next month once hit
Agent overages are billed per operation at $0.004 to $0.005 once past the plan allowance

Dagster

Learning curve steeper than simpler task schedulers
Asset-centric model requires redesigning existing task-based pipelines
Pricing complex with per-credit costs on top of base fee
Open-source version requires self-hosting infrastructure
Limited to data workflows; not suitable for general automation

Pricing, plan by plan

Airbyte

Free

FreeFree
- 1,000 Agent Operations monthly
- Single user access
- API and MCP access
Individual$29/month
- 5,000 Agent Operations monthly
- Hourly Context Store refresh
- Standard and AI support
Team$299/month
- 10,000 Agent Operations monthly
- Parallel workflow execution
- Multiple users

Dagster

Free

Open SourceFree
- Self-hosted deployment
- Full orchestration engine
- Community support
Solo$10/month
- 1 user and 1 code location
- Pay-as-you-go credits at $0.040 per credit
- 1 deployment
Starter$100/month
- Up to 3 users and 5 code locations
- Better credit rate at $0.035 per credit
- 1 deployment
Pro$null/custom
- Unlimited code locations and deployments
- Custom serverless compute pricing
- Personalized onboarding

Which should you pick?

Choose Airbyte if

You need data replication.
You want to start without paying.
You work on Web, Self-hosted.
You also want schema detection.

Airbyte review

Choose Dagster if

You need asset-centric orchestration.
You want to start without paying.
You work on Cloud, Self-hosted.
You also want lineage tracking.

Dagster review

Questions people ask

Is Airbyte or Dagster better?: Neither clearly leads. Airbyte starts at Free and Dagster at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Airbyte or Dagster?: Airbyte starts at Free and Dagster at Free.
Does Airbyte or Dagster run on more platforms?: Airbyte runs on Web, Self-hosted. Dagster runs on Cloud, Self-hosted.
Can I use Airbyte for free?: Both have a free tier, so you can try either at no cost before committing.
What is Airbyte best used for?: Airbyte is most often used for data integration, etl operations, api data synchronization, data warehouse population. Of those, data integration and etl operations are not what Dagster is typically brought in for.
What can Airbyte do that Dagster cannot?: Airbyte covers Data replication, Schema detection, ELT pipelines, Real-time sync. Dagster covers Asset-centric orchestration, Lineage tracking, Data quality monitoring, Multi-tool integration.

Answered from the vendors’ own pages

Airbyte: Is Airbyte free to use?

Yes, Airbyte offers a free tier with 1,000 Agent Operations monthly, single user access, API and MCP support, and community/AI assistance.

Source

Dagster: What does Solo plan at $10/month include?

Solo includes 1 user, 1 code location, 1 deployment, and serverless compute at $0.010/minute, with 30-day free trial.

Source

Airbyte: What does the Team plan include?

The Team plan costs $299/month and includes 10,000 Agent Operations monthly, parallel workflow execution, multiple users, standard and AI support, with overages charged at $0.005 per AO.

Source

Dagster: How are credits calculated on Dagster+?

Each asset materialization and ops execution costs 1 credit. Solo plan charges $0.040 per credit; Starter reduces to $0.035 per credit.

Source

Airbyte: What happens if I exceed my monthly Agent Operations limit?

Overages are charged at $0.004 per AO on the Individual plan and $0.005 per AO on the Team plan, allowing you to exceed your quota as needed.

Source

Dagster: Is Dagster open-source available for free?

Yes, Dagster open-source is free and includes the full orchestration engine for self-hosted deployment with community support.

Source

Airbyte: Does Airbyte offer data replication pricing?

Yes. Airbyte Data Replication starts at $10/month on the Standard plan with 600+ connectors. Pro and Enterprise plans use custom capacity-based pricing with Data Workers and dedicated support.

Source

Airbyte vs Dagster

Airbyte

Dagster

The short version

Where they differ

What each one covers

Only in Airbyte

Only in Dagster

What people use each for

Airbyte

Dagster

Where each one falls short

Airbyte

Dagster

Pricing, plan by plan

Airbyte

Dagster

Which should you pick?

Choose Airbyte if

Choose Dagster if

Questions people ask

Answered from the vendors’ own pages

Related pages

More on Airbyte

More on Dagster

Keep looking

Other head to heads