Airbyte vs Dagster
Side-by-side comparison of features, pricing, and integrations.
Quick Verdict
Airbyte offers fewer features (40 vs 41) and fewer integrations (8 vs 10). Both start at $10/mo. Airbyte has 40 unique features while Dagster has 41 unique features, with 0 features in common.
| Airbyte | Dagster | |
|---|---|---|
| Category | Data Integration | Data Integration |
| Total Features | 40 | 41 |
| AI-Powered Features | 3 | 4 |
| Starting Price | $10/mo | $10/mo |
| Pricing Tiers | 8 | 4 |
| Integrations | 8 | 10 |
| Shared Features | 0 | |
| Shared Integrations | 1 | |
| Data Quality | 80% | 85% |
Feature Comparison by Category
AI (3 vs 0)
| Feature | Airbyte | Dagster |
|---|---|---|
| Agent Engine | ||
| Connection AI Copilot | ||
| Context Store |
AI/ML (0 vs 3)
| Feature | Airbyte | Dagster |
|---|---|---|
| AI & ML Workflows | ||
| Ask-AI | ||
| Compass - AI Data Analyst |
Automation (1 vs 1)
| Feature | Airbyte | Dagster |
|---|---|---|
| Event-based Automations | ||
| Sync Scheduling |
Compliance (2 vs 1)
| Feature | Airbyte | Dagster |
|---|---|---|
| GDPR and HIPAA Support | ||
| SOC 2 Type II & HIPAA Compliance | ||
| SOC 2 Type II Certification |
Cost Management (0 vs 1)
| Feature | Airbyte | Dagster |
|---|---|---|
| Cost Tracking for BigQuery and Snowflake |
Data Governance (0 vs 6)
| Feature | Airbyte | Dagster |
|---|---|---|
| Asset Metadata in UI | ||
| Asset-level Lineage | ||
| Catalog Focus-mode | ||
| Catalog Search | ||
| Column-level Lineage | ||
| Data Catalog & Lineage |
Data Integration (6 vs 1)
| Feature | Airbyte | Dagster |
|---|---|---|
| Change Data Capture (CDC) | ||
| Column Selection | ||
| Data Replication Engine | ||
| ETL & ELT Pipelines | ||
| JSON Format Support | ||
| Row Filtering | ||
| Schema Propagation |
Data Processing (0 vs 3)
| Feature | Airbyte | Dagster |
|---|---|---|
| Backfills | ||
| Data Transformation | ||
| Partitions |
Data Quality (0 vs 2)
| Feature | Airbyte | Dagster |
|---|---|---|
| Asset Freshness Checks | ||
| Asset Quality Checks |
Data Transformation (2 vs 0)
| Feature | Airbyte | Dagster |
|---|---|---|
| Field Name Mappings | ||
| dbt Integration |
Deployment (2 vs 4)
| Feature | Airbyte | Dagster |
|---|---|---|
| Branch Deployments | ||
| Cloud Deployment with PrivateLink | ||
| Flexible Deployment Options | ||
| Multi-tenant Instances | ||
| Multiple Data Regions | ||
| Serverless Deployments |
Development (0 vs 1)
| Feature | Airbyte | Dagster |
|---|---|---|
| Local Dev Workflow |
Governance (1 vs 0)
| Feature | Airbyte | Dagster |
|---|---|---|
| Data Governance |
Integration (9 vs 1)
| Feature | Airbyte | Dagster |
|---|---|---|
| 600+ Connectors | ||
| Airbyte API | ||
| Connector Builder | ||
| Custom Connector Builder | ||
| Data Activation API | ||
| Enterprise Connectors | ||
| Integration with Airflow, Dagster, Prefect | ||
| Integration with dbt Tests | ||
| PyAirbyte | ||
| Terraform Provider |
Monitoring (4 vs 7)
| Feature | Airbyte | Dagster |
|---|---|---|
| Alerts | ||
| Custom Metrics | ||
| Error Logging and Debugging | ||
| Integrated Observability | ||
| Metrics-based Alerts | ||
| Monitoring & Alerting | ||
| OpenTelemetry Metrics | ||
| Platform and Pipeline Metrics | ||
| Real-time Monitoring and Notifications | ||
| Realtime Health Metrics | ||
| Rejected Records in Object Storage |
Orchestration (0 vs 2)
| Feature | Airbyte | Dagster |
|---|---|---|
| Asset-based Orchestration | ||
| Workflow-based Orchestration |
Organization (1 vs 0)
| Feature | Airbyte | Dagster |
|---|---|---|
| Multiple Workspaces |
Reliability (1 vs 0)
| Feature | Airbyte | Dagster |
|---|---|---|
| 99.9% Uptime SLA |
Security (7 vs 5)
| Feature | Airbyte | Dagster |
|---|---|---|
| AWS PrivateLink | ||
| Audit Logs | ||
| Azure Private Link | ||
| External Secret References | ||
| Field Hashing & Encryption | ||
| Role-Based Access Control (RBAC) | ||
| Role-based Access Control | ||
| SAML Integration | ||
| SAML Sync | ||
| SSO & SCIM | ||
| Single Sign-On (SSO) | ||
| User Groups & SCIM |
Support (1 vs 3)
| Feature | Airbyte | Dagster |
|---|---|---|
| 24/7 Dedicated Support | ||
| Dedicated Slack or Microsoft Teams Channel | ||
| Personalized Onboarding Support | ||
| Premium Support |
Unique Features
Only in Airbyte (40)
Agent Engine
Connection AI Copilot
Context Store
Sync Scheduling
GDPR and HIPAA Support
SOC 2 Type II Certification
Change Data Capture (CDC)
Column Selection
Data Replication Engine
JSON Format Support
Row Filtering
Schema Propagation
dbt Integration
Field Name Mappings
Cloud Deployment with PrivateLink
Multiple Data Regions
Data Governance
600+ Connectors
Airbyte API
Connector Builder
+ 20 more unique features
Only in Dagster (41)
AI & ML Workflows
Ask-AI
Compass - AI Data Analyst
Event-based Automations
SOC 2 Type II & HIPAA Compliance
Cost Tracking for BigQuery and Snowflake
Asset Metadata in UI
Asset-level Lineage
Catalog Focus-mode
Catalog Search
Column-level Lineage
Data Catalog & Lineage
ETL & ELT Pipelines
Backfills
Data Transformation
Partitions
Asset Freshness Checks
Asset Quality Checks
Branch Deployments
Flexible Deployment Options
+ 21 more unique features
Want to build your own alternative to Airbyte or Dagster?
Analyze it with Reap