Databricks vs dbt

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

The short answer

Databricks is the stronger AI pick in Data Warehouse: it has a visibility score of 37.9 versus 6.5 for dbt, and ranks ahead in 64% of the answers that name both.

Choose Databricks if…

You want the brand AI engines rank higher (37.9 vs 6.5)
AI answers describe it more positively (35% vs 0% positive)
You need ISO 27001 or ISO 27017 or ISO 27018 or ISO 27701 or SOC 1 or SOC 3 coverage
Lakehouse architecture combining data warehousing with data lake flexibility

Choose dbt if…

You need a self-hosted or on-premises option
You need ISO 27001:2022 or ISO 27017:2015 or ISO 27018:2025 or ISO 27701:2019 or ISO 42001:2023 or GDPR or CCPA coverage
Excellent tool for modern data warehousing
Cleans and models raw data into analytics-ready tables

AI visibility side by side

Latest weekly run · Nov 3

Metric	Databricks	dbt
Visibility score	37.9%	6.5%
Change vs last week	New	New
Rank in Data Warehouse	#4	#14
Share of voice	9.3%	2.3%
Mentions this run	52	13
Positive in AI answers	35%	0%

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

Visibility score trend

Weekly runs over the last 60 days

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

Engine by engine

Databricks leads on 3 of 3 engines

ChatGPT

46.1%

4.6%

AI Mode

35.4%

7.8%

Perplexity

32.2%

Databricksdbt

Head to head in AI answers

11 engine answers name both brands

7Databricks ranked higher

4dbt ranked higher

Prompt	Engine	Databricks	dbt
How do I choose a data warehouse for a mid-market team?	AI Mode	#5	#8
How do I choose a data warehouse for a mid-market team?	Perplexity	#5	#6
What should a data warehouse integrate with?	AI Mode	#7	#6
How long does it take to roll out a data warehouse?	AI Mode	#3	#6
What are the best data warehouse tools in 2026?	ChatGPT	#2	#9
Top data warehouse options for B2B SaaS companies	ChatGPT	#4	#11
Top data warehouse options for B2B SaaS companies	AI Mode	#3	#2
Best data warehouse for startups	ChatGPT	#3	#13
Best data warehouse for enterprise	ChatGPT	#2	#10
Is dbt a good data warehouse?	ChatGPT	#4	#1
Is dbt a good data warehouse?	Perplexity	#7	#1

Features, pricing & fit

Dimension	Databricks	dbt
Pricing model	—	Per seat
Entry price	—	Free; paid from $100 per seat / mo
Free plan	—	Yes
Deployment	Available across all major cloud providers	Cloud platform, with self-hosted dbt Core and hybrid projects run in the customer's own environment.
Compliance	ISO 27001, ISO 27017, ISO 27018, ISO 27701, SOC 1, SOC 2 Type II, SOC 3	SOC 2 Type II, ISO 27001:2022, ISO 27017:2015, ISO 27018:2025, ISO 27701:2019, ISO 42001:2023, GDPR, CCPA
Support	Technical support on request, Technical documentation	Documentation, online learning and community, 24x5 support, Priority support with enhanced SLA, Dedicated account management
Founded	2013	—
Headquarters	San Francisco, CA	—
Employees	5,000+	—
Funding	Round at $60B valuation, including secondary sale	Series D · $414M raised
Best for	Data engineering, data science, analytics and AI teams at startups and global enterprises	Data teams that build SQL-based data transformations and want them tested, version-controlled and governed.