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Comparison · Data Warehouse · weekly run Nov 3

dbt vs Starburst

Which one do AI engines recommend, and how do they differ on price, fit and features?

The short answer

dbt is the stronger AI pick in Data Warehouse: it has a visibility score of 6.5 versus 0 for Starburst.

Choose dbt if…

  • You want the brand AI engines rank higher (6.5 vs 0)
  • You need SOC 2 Type II or ISO 27001:2022 or ISO 27017:2015 or ISO 27018:2025 or ISO 27701:2019 or ISO 42001:2023 or GDPR or CCPA coverage
  • Per seat pricing suits your budget better than usage-based
  • Excellent tool for modern data warehousing

Choose Starburst if…

  • You want a lower entry price ($0.5 vs $100)
  • Usage-based pricing suits your budget better than per seat

AI visibility side by side

Latest weekly run · Nov 3

Metric dbt Starburst
Visibility score6.5%0%
Change vs last weekNewNew
Rank in Data Warehouse#14#38
Share of voice2.3%0%
Mentions this run130
Positive in AI answers0%—

The stronger value in each row is marked with a ✓.

Visibility score trend

Weekly runs over the last 60 days

0%25%50%75%100%Nov 3dbt 7%

dbt 0pp · Starburst 0pp over 0 weekly runs.

Engine by engine

dbt leads on 3 of 3 engines

ChatGPT
4.6%
0%
AI Mode
7.8%
0%
Perplexity
7%
0%
dbtStarburst

Head to head in AI answers

0 engine answers name both brands

0dbt ranked higher
0Starburst ranked higher

Features, pricing & fit

DimensiondbtStarburst
Pricing modelPer seatUsage-based
Entry priceFree; paid from $100 per seat / moFree; paid from $0.5 / mo
Free planYesYes
DeploymentCloud platform, with self-hosted dbt Core and hybrid projects run in the customer's own environment.Managed cloud (Starburst Galaxy) and self-managed (Starburst Enterprise), across cloud, hybrid and on-premises
Integrations—50+
ComplianceSOC 2 Type II, ISO 27001:2022, ISO 27017:2015, ISO 27018:2025, ISO 27701:2019, ISO 42001:2023, GDPR, CCPA—
SupportDocumentation, online learning and community, 24x5 support, Priority support with enhanced SLA, Dedicated account management24/7 support, Elite support and ticketing on the Mission-Critical plan
Founded—2017
Headquarters—Boston, Massachusetts, US
Employees—501–1,000
FundingSeries D · $414M raisedSeries C · $414M raised
Best forData teams that build SQL-based data transformations and want them tested, version-controlled and governed.Large enterprises and regulated organizations that need governed SQL access to data spread across clouds and on-premises systems without migrating it.

Plans side by side

dbt

Developer$0month
Starter$100user/month
EnterpriseCustomcustom
Enterprise+Customcustom
dbt pricing

Starburst

Free$0forever
Pro$0.5per credit
Enterprise$0.75per credit
Mission-Critical$1per credit
Starburst pricing

Pros and cons

Themes from the AI answers that mention each brand

dbt

  • Excellent tool for modern data warehousing
  • Cleans and models raw data into analytics-ready tables
  • Compatible with many other data and BI tools

    Starburst

    Profile in progress.

    Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run

    Cite as: SlateIndex, “dbt vs Starburst”, https://slateindex.ai/compare/dbt-vs-starburst, data of Nov 3, 2026. Licence: CC BY 4.0.