Apache SparkOpen-source multi-language engine for data engineering, data science and machine learning.

dbtDeliver trusted data with dbt

Comparison · Data Warehouse · weekly run Nov 3

Apache Spark vs dbt

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 0.9 for Apache Spark, and ranks ahead in 100% of the answers that name both.

Choose Apache Spark if…

Strong distributed processing capabilities for massive workloads
Distributes query execution across a cluster of commodity machines

Choose dbt if…

You want the brand AI engines rank higher (6.5 vs 0.9)
You need a self-hosted or on-premises option
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
Excellent tool for modern data warehousing

AI visibility side by side

Latest weekly run · Nov 3

Metric	Apache Spark	dbt
Visibility score	0.9%	6.5%
Change vs last week	New	New
Rank in Data Warehouse	#26	#14
Share of voice	0.5%	2.3%
Mentions this run	3	13
Positive in AI answers	—	0%

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

Visibility score trend

Weekly runs over the last 60 days

Apache Spark 0pp · dbt 0pp over 0 weekly runs.

Engine by engine

dbt leads on 3 of 3 engines

ChatGPT

1.9%

4.6%

AI Mode

0.9%

7.8%

Perplexity

Apache Sparkdbt

Head to head in AI answers

1 engine answers name both brands

0Apache Spark ranked higher

1dbt ranked higher

Prompt	Engine	Apache Spark	dbt
How do companies store and query business data at scale without a dedicated tool?	ChatGPT	#9	#8

Features, pricing & fit

Dimension	Apache Spark	dbt
Pricing model	—	Per seat
Entry price	—	Free; paid from $100 per seat / mo
Free plan	—	Yes
Deployment	Runs on single machines or on clusters: standalone, Hadoop YARN, Apache Mesos or Kubernetes.	Cloud platform, with self-hosted dbt Core and hybrid projects run in the customer's own environment.
Compliance	—	SOC 2 Type II, ISO 27001:2022, ISO 27017:2015, ISO 27018:2025, ISO 27701:2019, ISO 42001:2023, GDPR, CCPA
Support	—	Documentation, online learning and community, 24x5 support, Priority support with enhanced SLA, Dedicated account management
Founded	2010	—
Headquarters	Wilmington, Delaware	—
Employees	5,000+	—
Funding	—	Series D · $414M raised
Best for	Data engineering, data science and machine learning work on single machines or clusters.	Data teams that build SQL-based data transformations and want them tested, version-controlled and governed.