Comparison

Airbyte vs dbt Core

No clear leader: Airbyte (68.0) and dbt Core (65.7) 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.

Machine formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.
Airbyte68
dbt Core66
Score
vioscaleAI score
Airbyte68 / 100medium · 73%
dbt Core66 / 100medium · 73%
Pricing
Free tier
Airbyte✓
dbt Core✓
Model
Airbytefreemium
dbt Coreopen_source
Price level
Airbytelow
dbt Corefree
Transparent
Airbyte✗
dbt Core✓
Integrations
Count
Airbyte50
dbt Core6
Reliability
Sla pct
Airbyte99.9
dbt Core–
Status page
Airbyte✓
dbt Core✓
Adoption
Dependent repos
Airbyte7
dbt Core553
Github stars
Airbyte22,223
dbt Core14,028
Package downloads weekly
Airbyte269,893
dbt Core21,005,917
Activity
Commits last 30d
Airbyte100
dbt Core100
Release
Cadence days
Airbyte7
dbt Core2
History
Airbyte20 items
dbt Core20 items
License
Spdx
Airbyte–
dbt CoreApache-2.0
Language
Primary
AirbytePython
dbt CoreRust
Content
Faq
Airbyte7 items
dbt Core8 items

Capabilities

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

Core
Tool role
AirbyteELT / ingestion
dbt CoreTransformation
Processing paradigm
AirbyteBatch + streaming
dbt CoreBatch
Connectivity
Connector count
Airbyte50+
dbt Core6+ named integrations with broader ecosystem
CDC / log-based replication
Airbyte✓
dbt Core-
Transformation
In-warehouse transformation (push-down)
Airbyte-
dbt Core-
dbt-native orchestration
Airbyte-
dbt Core✓
Deployment
Self-hosted / open-source available
Airbyte✓
dbt Core✓
Managed cloud available
Airbyte✓
dbt Core✓
Governance
Data lineage / asset catalog
Airbyte-
dbt Core✓
Authoring
Python-first authoring
Airbyte✓
dbt Core-
Execution
Incremental / partition-aware runs
Airbyte✓
dbt Core-
Quality
Built-in data quality / tests
Airbyte-
dbt Core✓
Scale
Horizontal scale (distributed executor)
Airbyte-
dbt Core-

What each one is

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

Airbyte

A platform that connects hundreds of data sources and moves data to analytics warehouses or AI applications, with flexible deployment options including cloud, self-hosted, and hybrid models.

Independently observed

dbt Core

A data transformation framework that applies software engineering principles—such as version control, testing, and modularity—to SQL-based analytics workflows.

Independently observed

Pricing

List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.

Airbyte

from $0.00/moHybridFree tier

Free tier available. Agent pricing from $29/month to $299/month. Data Replication from $10/month to enterprise custom pricing.

  • Free (Agents)Free
    • Single user
    • API and MCP access
    • Context Store refreshes daily (hourly for first 14 days)
    • Community and AI support
    • No overage available
  • Individual (Agents)$29/month
    • Single user
    • API and MCP access
    • Context Store with hourly refresh
    • Standard and AI support
    • Overage AOs available
  • Team (Agents)$299/month
    • Everything in Individual
    • Parallel workflow execution
    • Multiple users and workspaces
    • Standard and AI support
    • Overage AOs available
  • Custom (Agents)Contact sales
    • Everything in Team
    • Custom AO limits
    • Custom Context Store refresh frequency
    • Dedicated Solutions Architect
    • Dedicated support with SLA
  • Core (Data Replication)Free
    • Self-managed
    • Open source
    • Always free
  • Standard (Data Replication)Starting at $10/month
    • Fully managed cloud hosting
    • Volume-based pricing
    • Quick deployment
  • Pro (Data Replication)Contact sales
    • Fully managed cloud hosting
    • Capacity-based pricing
    • Multiple Workspaces
    • SSO and RBAC
    • Premium Support
    • +2 more
  • Enterprise Flex (Data Replication)Contact sales
    • Sovereign data movement inside your boundary
    • On-premises and multi-region options
    • Hybrid deployment with Airbyte managed control plane
    • All Pro features
    • Premium support
as of verify ↗

dbt Core

from $100/moHybridFree tier14-day trial

Free Developer tier, $100/seat/month for Starter, custom pricing for Enterprise

  • DeveloperFree
    • Browser-based IDE
    • Multi-factor authentication (MFA)
    • Job scheduling
    • Keep on the latest dbt release
  • Starter$100/seat/month
    • All Developer features
    • dbt Catalog basic
    • dbt Semantic Layer basic
    • dbt Copilot code generation
    • API access
  • EnterpriseContact sales
    • All Starter features
    • dbt Catalog advanced
    • dbt Semantic Layer advanced
    • dbt Copilot
    • dbt Canvas
    • +2 more
  • Enterprise+Contact sales
    • All Enterprise features
    • PrivateLink
    • IP Restrictions
    • Rollback
    • Hybrid projects
as of verify ↗

Platform & deployment

Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.

Platforms
Web
Airbyte✓
dbt Core✓
macOS
Airbyte✗
dbt Core✓
Windows
Airbyte✗
dbt Core✓
Linux
Airbyte✓
dbt Core✓
CLI
Airbyte✓
dbt Core✓
Deployment
Cloud / SaaS
Airbyte✓
dbt Core✓
Self-hosted
Airbyte✓
dbt Core✓
On-premise
Airbyte✓
dbt Core✗
Hybrid
Airbyte✓
dbt Core✗

Integrations

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

In common (2)
  • Snowflake
  • OpenAI

Airbyte

17 total - 15 not shared
  • Salesforce
  • Zendesk
  • Stripe
  • HubSpot
  • Gong
  • Linear
  • ActiveCampaign
  • Azure Blob Storage
  • BigQuery
  • Facebook Marketing
  • GitHub
  • GitLab
  • Google Analytics
  • Google Drive
  • Slack
Independently observed

dbt Core

6 total - 4 not shared
  • Tableau
  • Fivetran
  • Azure AI
  • Databricks
Independently observed
Still deciding?

Airbyte or dbt Core: 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.