vioscale
Comparison

dbt Core vs Estuary Flow

On the evidence we track, Estuary Flow leads this comparison with a composite score of 80/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

dbt Core full profile →Estuary Flow full profile →
Machine formatsJSONMarkdownGraphQLor send Accept: application/json
dbt Core65
★Estuary Flow80
Score
Vioscale score
dbt Core65 / 100high · 77%updating
Estuary Flow80 / 100medium · 71%updating
Pricing
Free tier
dbt Core✓
Estuary Flow✓
Model
dbt Coreopen_source
Estuary Flowfreemium
Price level
dbt Corefree
Estuary Flowlow
Transparent
dbt Core✓
Estuary Flow✓
Integrations
Count
dbt Core6
Estuary Flow200
Security
Gdpr
dbt Core✓
Estuary Flow✓
Hipaa
dbt Core–
Estuary Flow✓
Iso27001
dbt Core✓
Estuary Flow–
Scorecard
dbt Core6
Estuary Flow–
Soc2
dbt Core–
Estuary Flow✓
Vulnerabilities
Reliability
Sla pct
dbt Core–
Estuary Flow99.9
Status page
dbt Core✓
Estuary Flow✓
Adoption
Dependent repos
dbt Core553
Estuary Flow–
Github stars
dbt Core13,694
Estuary Flow–
Package downloads weekly
dbt Core21,005,917
Estuary Flow–
Activity
Commits last 30d
dbt Core100
Estuary Flow–
Release
Cadence days
dbt Core2
Estuary Flow–
History
dbt Core20 items
Estuary Flow–
License
Spdx
dbt CoreApache-2.0
Estuary Flow–
Language
Primary
dbt CoreRust
Estuary Flow–
Market
Availability

Capabilities

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

Core
Tool role
dbt CoreTransformation
Estuary FlowELT / ingestion
Processing paradigm
dbt CoreBatch
Estuary FlowBatch + streaming
Connectivity
Connector count
dbt Core6+ named integrations with broader ecosystem
Estuary Flow200+
CDC / log-based replication
dbt Core-
Estuary Flow✓
Transformation
In-warehouse transformation (push-down)
dbt Core-
Estuary Flow-
dbt-native orchestration
dbt Core✓
Estuary Flow-
Deployment
Self-hosted / open-source available
dbt Core✓
Estuary Flow✓
Managed cloud available
dbt Core✓
Estuary Flow✓
Governance
Data lineage / asset catalog
dbt Core✓
Estuary Flow-
Authoring
Python-first authoring
dbt Core-
Estuary Flow-
Execution
Incremental / partition-aware runs
dbt Core-
Estuary Flow✓
Quality
Built-in data quality / tests
dbt Core✓
Estuary Flow-
Scale
Horizontal scale (distributed executor)
dbt Core-
Estuary Flow✓

What each one is

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

dbt Core

dbt is a framework that enables data teams to transform data using SQL-based development practices similar to software engineering, with built-in testing, version control, and deployment capabilities. It provides lineage tracking, documentation, and can run locally or in the cloud.

Independently observed

Estuary Flow

Leader

Estuary provides real-time and batch data movement across hundreds of systems using log-based change capture, event streaming, and traditional extract-load patterns, all without requiring code or infrastructure management. It's designed to power analytics, operational systems, and AI applications with sub-100ms latency in a single managed service.

Independently observed

Pricing

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

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 ↗

Estuary Flow

Leader
from $0.50/moUsage-basedFree tier30-day trial

Usage-based: $0.50/GB + $100/connector/month. Free tier: 10GB/month.

  • Developer FreeFree
    • Access to Cloud Plan features
    • 10GB/month data limit
    • 2 concurrent connectors
    • Cloud deployment
  • Cloud$0.50/GB + $100/connector, billed monthly
    • 200+ fully-managed connectors
    • Unlimited users
    • Millisecond latency or batch
    • Role-based access control (RBAC)
    • Bring your own cloud storage
    • +8 more
  • EnterpriseContact sales
    • All Cloud features
    • Volume-based discounts
    • SOC 2 & HIPAA compliance reports
    • Single sign-on (SSO)
    • Custom SLA terms
    • +9 more
as of verify ↗

Platform & deployment

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

Platforms
Web
dbt Core✓
Estuary Flow✓
macOS
dbt Core✓
Estuary Flow✗
Windows
dbt Core✓
Estuary Flow✗
Linux
dbt Core✓
Estuary Flow✗
CLI
dbt Core✓
Estuary Flow✗
Deployment
Cloud / SaaS
dbt Core✓
Estuary Flow✓
Self-hosted
dbt Core✓
Estuary Flow✓

Integrations

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

In common (3)
  • OpenAI
  • Snowflake
  • Databricks

dbt Core

6 total - 3 not shared
  • Tableau
  • Fivetran
  • Azure AI
Independently observed

Estuary Flow

Leader
27 total - 24 not shared
  • Oracle
  • MySQL
  • PostgreSQL
  • Amazon S3
  • Google Cloud Storage
  • Azure Blob Storage
  • NetSuite
  • HubSpot
  • Salesforce
  • Google Pub/Sub
  • Amazon Kinesis
  • Apache Kafka
  • Google BigQuery
  • Amazon Redshift
  • Elasticsearch
  • MongoDB
  • Amazon DynamoDB
  • Pinecone
  • Facebook Ads
  • LinkedIn Ads
  • Google Ads
  • SingleStore
  • Motherduck
  • Apache Iceberg
Independently observed

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