Database & Data Management · head to head
dbt vs Cockroach Labs
dbt
Database & Data Management
SQL transformation framework enabling analytics engineers to version, test and deploy models
- From
- Free
- Rated
- -
Cockroach Labs
Database & Data Management
The cloud-native distributed SQL database
- From
- Free
- Rated
- -
The short version
- Each has a real cost: dbt free tier severely limited to one developer seat and 3,000 models/month; Cockroach Labs basic and Standard tiers limited to AWS and GCP (select regions only)
Where they differ
Only the attributes on which dbt and Cockroach Labs actually diverge.
| Attribute | dbt | Cockroach Labs |
|---|---|---|
| Platforms | Cloud, Self-hosted, IDE integration (VS Code, Cursor, Claude Code, Windsurf) | AWS, GCP, Azure |
| Category | Database & Data Management | Unknown |
| Founded | Unknown | 2015 |
Identical on both: starting price (Free), pricing model (freemium), free tier (Yes), user rating (Not yet rated).
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 dbt
Nothing recorded that Cockroach Labs does not also cover.
Only in Cockroach Labs
- Distributed SQL
- Automatic Sharding
- Multi-region Replication
- Geo-partitioning
- ACID Transactions
- Horizontal Scaling
- Survivability
- PostgreSQL Compatibility
What people use each for
The jobs each tool is most often brought in to do.
dbt
- Data warehouse transformation and ELT pipelinesnot Cockroach Labs
- Analytics engineering for reporting and business intelligencenot Cockroach Labs
- Data quality testing and validation at scalenot Cockroach Labs
- Cross-functional data collaboration with version controlnot Cockroach Labs
- Cost optimisation of warehouse usage through intelligent schedulingnot Cockroach Labs
Cockroach Labs
- Distributed SQL database for scalable applicationsnot dbt
- Multi-region deployment and failovernot dbt
Where each one falls short
Documented limitations, not opinions. Every one is a constraint you would hit in normal use.
dbt
- Free tier severely limited to one developer seat and 3,000 models/month
- Starter plan at $100/user/month for each additional seat adds costs for team collaboration
- Requires existing data warehouse; not suitable for teams without cloud warehouse investment
Cockroach Labs
- Basic and Standard tiers limited to AWS and GCP (select regions only)
- Azure support restricted to Advanced tier only
- Basic tier limited to 50 million RUs and 10 GiB storage per month
- Advanced tier starts at $0.60/hour for 4 vCPUs minimum
- 3 TiB maximum storage on Basic and Standard tiers, 10 TiB per node on Advanced
Pricing, plan by plan
dbt
Free- Developer (Free)Free
- One Developer seat
- 3,000 successful models built per month
- Browser IDE
- Starter$100/user/month
- Five Developer seats
- 15,000 successful models built per month
- dbt Catalog
- Enterprise$null/custom
- Custom Developer seat count
- 100,000 successful models built per month
- 30 projects
- Enterprise+$null/custom
- Unlimited projects
- All Enterprise features
- PrivateLink
Cockroach Labs
FreeNo published plan breakdown. See the Cockroach Labs review.
Which should you pick?
Choose dbt if
- You want to start without paying.
- You work on Cloud, Self-hosted, IDE integration (VS Code, Cursor, Claude Code, Windsurf).
Choose Cockroach Labs if
- You need distributed sql.
- You want to start without paying.
- You work on AWS, GCP, Azure.
- You also want automatic sharding.
Questions people ask
- Is dbt or Cockroach Labs better?
- Neither clearly leads. dbt starts at Free and Cockroach Labs at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
- Which is cheaper, dbt or Cockroach Labs?
- dbt starts at Free and Cockroach Labs at Free.
- Does dbt or Cockroach Labs run on more platforms?
- dbt runs on Cloud, Self-hosted, IDE integration (VS Code, Cursor, Claude Code, Windsurf). Cockroach Labs runs on AWS, GCP, Azure.
- Can I use dbt for free?
- Both have a free tier, so you can try either at no cost before committing.
- What is dbt best used for?
- dbt is most often used for data warehouse transformation and elt pipelines, analytics engineering for reporting and business intelligence, data quality testing and validation at scale, cross-functional data collaboration with version control. Of those, data warehouse transformation and elt pipelines and analytics engineering for reporting and business intelligence are not what Cockroach Labs is typically brought in for.
- What can dbt do that Cockroach Labs cannot?
- Cockroach Labs covers Distributed SQL, Automatic Sharding, Multi-region Replication, Geo-partitioning.