Is dbt or Zilliz better?

Neither clearly leads. dbt starts at Free and Zilliz at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.

Which is cheaper, dbt or Zilliz?

dbt starts at Free and Zilliz at Free.

Does dbt or Zilliz run on more platforms?

dbt runs on Cloud, Self-hosted, IDE integration (VS Code, Cursor, Claude Code, Windsurf). Zilliz runs on Cloud, Self-hosted.

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 Zilliz is typically brought in for.

What can dbt do that Zilliz cannot?

Zilliz covers Vector indexing, Distributed architecture, SQL interface, Tensor support.

Databases · head to head

dbt vs Zilliz

dbt

Databases

SQL transformation framework enabling analytics engineers to version, test and deploy models

From: Free
Rated: -

Full review Website

Zilliz

Databases

Managed vector database and vector lakebase for AI applications

From: Free
Rated: -

Full review Website

The short version

Each has a real cost: dbt free tier severely limited: 3,000 models/month cap and single project maximum restricts team and production use; Zilliz pricing structure not publicly disclosed, requires sales contact
Prices and features above were last checked on 2 September 2026.

Where they differ

Only the attributes on which dbt and Zilliz actually diverge.

Attributes where dbt and Zilliz differ
Attribute	dbt	Zilliz
Pricing model	subscription\|free	contact-sales
Platforms	Cloud, Self-hosted, IDE integration (VS Code, Cursor, Claude Code, Windsurf)	Cloud, Self-hosted
Founded	Unknown	2017

Identical on both: starting price (Free), free tier (Yes), user rating (Not yet rated), category (Databases).

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 Zilliz does not also cover.

Only in Zilliz

Vector indexing
Distributed architecture
SQL interface
Tensor support
Real-time search
Cloud-native
Open-source compatible

What people use each for

The jobs each tool is most often brought in to do.

dbt

Data warehouse transformation and ELT pipelinesnot Zilliz
Analytics engineering for reporting and business intelligencenot Zilliz
Data quality testing and validation at scalenot Zilliz
Cross-functional data collaboration with version controlnot Zilliz
Cost optimisation of warehouse usage through intelligent schedulingnot Zilliz

Zilliz

Build retrieval-augmented generation (RAG) systemsnot dbt
Implement semantic search over documentsnot dbt
Create multimodal search with text and imagesnot dbt
Power recommendation engines with vector similaritynot dbt
Enable similarity search on user embeddingsnot 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: 3,000 models/month cap and single project maximum restricts team and production use
Starter at $1,200/year per seat: minimum 5-seat team costs $6,000/year baseline; no single-seat or 2-seat paid option
Enterprise pricing opaque: 'custom pricing' with no budget range for startups vs. enterprises; requires sales consultation
Model volume metering unclear: 'successful models/month' as a limit is ambiguous; unclear if this counts transformation runs, test runs, or deployment attempts

Zilliz

Pricing structure not publicly disclosed, requires sales contact
Operational complexity for self-hosted Milvus deployments
Learning curve for those unfamiliar with vector databases
Limited built-in analytics compared to some alternatives

Pricing, plan by plan

dbt

Free

DeveloperFree
Starter$100/seat/month
Enterprise$undefined/mo
Enterprise+$undefined/mo

Zilliz

Free

No published plan breakdown. See the Zilliz 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).

dbt review

Choose Zilliz if

You need vector indexing.
You want to start without paying.
You work on Cloud, Self-hosted.
You also want distributed architecture.

Zilliz review

Questions people ask

Is dbt or Zilliz better?: Neither clearly leads. dbt starts at Free and Zilliz at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, dbt or Zilliz?: dbt starts at Free and Zilliz at Free.
Does dbt or Zilliz run on more platforms?: dbt runs on Cloud, Self-hosted, IDE integration (VS Code, Cursor, Claude Code, Windsurf). Zilliz runs on Cloud, Self-hosted.
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 Zilliz is typically brought in for.
What can dbt do that Zilliz cannot?: Zilliz covers Vector indexing, Distributed architecture, SQL interface, Tensor support.

Answered from the vendors’ own pages

dbt: How much does dbt cost?

dbt Developer is free. dbt Starter is $100/seat/month with a 5-seat minimum (or custom annual billing). Enterprise and Enterprise+ have custom pricing and require contacting sales.

Source

Zilliz: What is the difference between Milvus and Zilliz Cloud?

Milvus is the open-source vector database that you can self-host. Zilliz Cloud is the fully managed service built on Milvus that removes operational overhead and handles scaling automatically.

Source

dbt: What is included in the free Developer plan?

The Developer plan is free and includes 1 developer seat, 3,000 successful models/month limit, 1 project, browser-based IDE, MFA, and job scheduling.

Source

Zilliz: How many vectors can Zilliz handle?

Milvus and Zilliz Cloud can store and search billions of vectors through their distributed architecture that separates storage and compute layers.

Source

dbt: What is the model limit on each plan?

Developer tier allows 3,000 successful models/month. Starter allows 15,000/month. Enterprise and Enterprise+ allow 100,000/month.

Source

Zilliz: Is Milvus open-source?

Yes, Milvus is open-source under the Apache License 2.0 and is part of the LF AI & Data Foundation.

Source

dbt: Can I upgrade or downgrade my dbt plan?

Yes. dbt allows you to 'upgrade or downgrade at any time.' Starter plans bill monthly by credit card based on seat count; Enterprise plans are annual invoicing.

Source

Zilliz: What pricing does Zilliz Cloud offer?

Zilliz Cloud pricing is not publicly listed and requires contacting their team to discuss your specific scale and use case requirements.

Source

dbt vs Zilliz

dbt

Zilliz

The short version

Where they differ

What each one covers

Only in dbt

Only in Zilliz

What people use each for

dbt

Zilliz

Where each one falls short

dbt

Zilliz

Pricing, plan by plan

dbt

Zilliz

Which should you pick?

Choose dbt if

Choose Zilliz if

Questions people ask

Answered from the vendors’ own pages

Related pages

More on dbt

More on Zilliz

Keep looking

Other head to heads