dbt Core
SQL-based data transformation with software engineering practices
- Vendor
- dbt Labs
- Also known as
- dbt, dbt-core
Available worldwide · Popular in: US
What is 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.
dbt Core pricing
Plans, per-tier features and add-ons, dated and linked to live pricing. Pricing changes often; always verify at source before you rely on it.
Free Developer tier, $100/seat/month for Starter, custom pricing for Enterprise
Developer
FreeThe fastest way to get started with dbt
- seats
- 1
- projects
- 1
- successful_models_per_month
- 3,000
- Browser-based IDE
- Multi-factor authentication (MFA)
- Job scheduling
- Keep on the latest dbt release
Starter
Pay as you go pricing for your first dbt project
- seats
- 5
- projects
- 1
- queried_metrics_per_month
- 5,000
- successful_models_per_month
- 15,000
- All Developer features
- dbt Catalog basic
- dbt Semantic Layer basic
- dbt Copilot code generation
- API access
Enterprise
Contact sales- projects
- 30
- queried_metrics_per_month
- 20,000
- successful_models_per_month
- 100,000
- All Starter features
- dbt Catalog advanced
- dbt Semantic Layer advanced
- dbt Copilot
- dbt Canvas
- dbt Insights
- dbt Mesh Enterprise
Enterprise+
Contact sales- projects
- Unlimited
- queried_metrics_per_month
- 20,000
- successful_models_per_month
- 100,000
- All Enterprise features
- PrivateLink
- IP Restrictions
- Rollback
- Hybrid projects
What dbt Core does
The capabilities that matter for data engineering tools, normalised so it lines up with every alternative. “-” means we haven't confirmed it, not that it's missing.
- Tool role
- Transformation
- Processing paradigm
- Batch
- Connector count
- 6+ named integrations with broader ecosystem
- CDC / log-based replication
- -
- In-warehouse transformation (push-down)
- -
- dbt-native orchestration
- ✓
- Self-hosted / open-source available
- ✓
- Managed cloud available
- ✓
- Data lineage / asset catalog
- ✓
- Python-first authoring
- -
- Incremental / partition-aware runs
- -
- Built-in data quality / tests
- ✓
- Horizontal scale (distributed executor)
- -
Platform & deployment
Independently observed- CLI
- macOS
- Linux
- Windows
- Self-hosted
Integrations (6)
Independently observed- Tableau
- Fivetran
- OpenAI
- Snowflake
- Azure AI
- Databricks
Security & compliance
Known vulnerabilities: 4 (0 in the last 12 months), max severity HIGH sourcea count reflects scale & disclosure, not quality
dbt Core FAQ
Common questions about dbt Core, answered from independent, dated evidence.
What is 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. It is indexed under Data Engineering Tools.
Source: https://www.getdbt.com
Is dbt Core free to use?
dbt Core is open source, so it can be self-hosted and used at no licence cost. It is released under the Apache-2.0 licence. A commercial or hosted edition starts at $100 per user per month. Prices are published openly on the vendor's own pricing page. Pricing changes often, so verify at source before relying on it.
Source: https://www.getdbt.com
What platforms does dbt Core support?
dbt Core supports the web, Windows, macOS, Linux and a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.
Source: https://www.getdbt.com
Can dbt Core be self-hosted?
Yes. dbt Core can be deployed cloud / SaaS and self-hosted, so it does not have to run on the vendor's infrastructure.
Source: https://www.getdbt.com
What does dbt Core integrate with?
We have confirmed 6 integrations for dbt Core, including Tableau, Fivetran, OpenAI, Snowflake, Azure AI and Databricks. This is what we could verify from public sources, so the vendor may support others we have not indexed.
Source: https://www.getdbt.com
What security certifications does dbt Core have?
We have independently confirmed ISO 27001 and GDPR for dbt Core. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as dbt Core not holding them. Always confirm compliance directly before you rely on it.
Source: https://www.getdbt.com/security
Is dbt Core open source?
Yes. dbt Core is published under the Apache-2.0 licence, a permissive licence that generally allows commercial use and modification. Licence terms can change between releases, so verify against the repository for the version you intend to use.
Where is dbt Core available?
dbt Core is available worldwide. Its primary market is the United States.
Source: https://www.getdbt.com
dbt Core alternatives
Other data engineering tools we track, ranked by the same independent score.
- CensusAutomated data integration platform that moves and transforms data from diverse sources into analytics and AI-ready destinationsmedium · 74%
- Estuary FlowA managed platform for moving data between systems with support for real-time streaming, batch processing, and in-flight transformation.medium · 72%
- HightouchActivate your data warehouse to keep business tools updated with current customer informationmedium · 71%
- Apache AirflowOpen-source workflow orchestration engine for scheduling and monitoring data pipelines as codemedium · 67%
- Prefecthigh · 77%
- Stitchmedium · 70%
Compare dbt Core
Side by side against other data engineering tools, attribute by attribute, with a source on every value.
The vioscaleAI score: one lens on the evidence
Not user reviews and not a paid placement: a confidence-weighted blend of the independent signals below (adoption, activity, security posture, and more), which you can sort and re-weight yourself. Vendors can correct their listing but can never move their rank, and stars are weighted low as a vanity metric. It is one way to read the evidence for dbt Core, not the verdict.
| Signal | Score | Weight | Contribution | Evidence |
|---|---|---|---|---|
| Package downloads | 95 | 0.14 | 12.9 | ✓ |
| Capabilities | 81 | 0.08 | 6.4 | ✓ |
| Development activity | 63 | 0.09 | 5.9 | ✓ |
| Release cadence | 99 | 0.05 | 5.1 | ✓ |
| Dependent projects | 46 | 0.06 | 2.9 | ✓ |
| Security score | 60 | 0.04 | 2.5 | ✓ |
| Security posture | 30 | 0.07 | 2.2 | ✓ |
| Stars | 78 | 0.03 | 2.0 | ✓ |
| Integrations | 24 | 0.07 | 1.7 | ✓ |
| Developer Q&A activity | 0 | 0.06 | 0.0 | - |
Computed . Re-weight it by intent, or see the full method.
All data & sourcesshow ↓
Every value we hold, with its source, retrieval date, and confidence. This is the evidence behind the score: don't trust it, verify it.
Activity
| Attribute | Value | Evidence |
|---|---|---|
| Commits last 30d | 100 | mediumsource · 2026-09-16 · 65% |
Adoption
Content
| Attribute | Value | Evidence |
|---|---|---|
| Faq | 8 items | mediumsource · 2026-09-10 · 64% |
Features
| Attribute | Value | Evidence |
|---|---|---|
| Capabilities | Role: transform · Lineage: Yes · Paradigm: batch · Dbt native: Yes · Data quality: Yes · Managed cloud: Yes | mediumsource · 2026-09-16 · 60% |
Integrations
| Attribute | Value | Evidence |
|---|---|---|
| Count | 6 | mediumsource · 2026-08-14 · 60% |
Language
| Attribute | Value | Evidence |
|---|---|---|
| Primary | Rust | highsource · 2026-09-16 · 90% |
License
| Attribute | Value | Evidence |
|---|---|---|
| Spdx | Apache-2.0 | highsource · 2026-09-16 · 95% |
Market
| Attribute | Value | Evidence |
|---|---|---|
| Availability | PrimaryMarkets: … · AvailabilityScope: global · AvailableCountries: … · NotAvailableCountries: … | mediumsource · 2026-08-05 · 50% |
Pricing
Release
Reliability
| Attribute | Value | Evidence |
|---|---|---|
| Status page | Yes | mediumsource · 2026-08-05 · 60% |
Security
| Attribute | Value | Evidence |
|---|---|---|
| Iso27001 | Yes | highsource · 2026-08-05 · 75% |
| Gdpr | Yes | highsource · 2026-08-14 · 75% |
| Scorecard | 6 | highsource · 2026-09-16 · 90% |
| Vulnerabilities | Count: 4 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=dbt-core&per_page=100 · Last 12m: 0 · Max severity: HIGH | highsource · 2026-09-16 · 90% |
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