Softwr

Software · head to head

dbt vs Chroma

dbt logo

dbt

Software

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

From
Free
Rated
-
C

Chroma

Software

Open-source search infrastructure for AI

From
On request
Rated
-

The short version

  • Only dbt has a free tier, so it costs nothing to try first.
  • Each has a real cost: dbt free tier severely limited to one developer seat and 3,000 models/month; Chroma chroma Cloud meters four separate dimensions: $2.50 per GiB written, $0.33 per GiB stored monthly, $0.0075 per TiB queried, and $0.09 per GiB returned over the network, as of August 2026.

Where they differ

Only the attributes on which dbt and Chroma actually diverge.

Attributes where dbt and Chroma differ
AttributedbtChroma
Starting priceFreeOn request
Pricing modelfreemiumsubscription
Free tierYesNo
PlatformsCloud, Self-hosted, IDE integration (VS Code, Cursor, Claude Code, Windsurf)Web

Identical on both: user rating (Not yet rated), category (Unknown).

What people use each for

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

dbt

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

Chroma

No use cases recorded yet. See the Chroma review.

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

Chroma

  • Chroma Cloud meters four separate dimensions: $2.50 per GiB written, $0.33 per GiB stored monthly, $0.0075 per TiB queried, and $0.09 per GiB returned over the network, as of August 2026.

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

Chroma

On request

No published plan breakdown. See the Chroma 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 Chroma if

Nothing in the data separates Chroma from dbt on the points above - pick on price and on how each one feels to use.

Questions people ask

Is dbt or Chroma better?
Neither clearly leads. dbt starts at Free and Chroma at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, dbt or Chroma?
dbt has a free tier; the other does not. Paid plans start at Free for dbt and On request for Chroma.
Does dbt or Chroma run on more platforms?
dbt runs on Cloud, Self-hosted, IDE integration (VS Code, Cursor, Claude Code, Windsurf). Chroma runs on Web.
Can I use dbt for free?
Yes. dbt has a free tier, so you can try it without paying. Chroma starts at On request.
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 Chroma is typically brought in for.

Related pages