BigQueryFully managed, serverless enterprise data warehouse from Google Cloud

DremioThe Agentic Lakehouse: Built for Agents, Managed by Agents

Comparison · Data Warehouse · weekly run Nov 3

BigQuery vs Dremio

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

The short answer

BigQuery is the stronger AI pick in Data Warehouse: it has a visibility score of 63.6 versus 0.6 for Dremio, and ranks ahead in 100% of the answers that name both.

Choose BigQuery if…

You want the brand AI engines rank higher (63.6 vs 0.6)
You need SOC 1 or SOC 2 or SOC 3 or ISO/IEC 27001 or HIPAA or NIST 800-53 or NIST 800-171 or IRAP or Cyber Essentials coverage
Serverless, highly scalable data warehouse
Free tier suited to small teams and light workloads

Choose Dremio if…

AI answers describe it more positively (50% vs 41% positive)
You need a self-hosted or on-premises option
You need SOC 2 Type 2 or ISO 27001:2013 or CCPA coverage
keeps data in an open lakehouse without copying it into a proprietary warehouse

AI visibility side by side

Latest weekly run · Nov 3

Metric	BigQuery	Dremio
Visibility score	63.6%	0.6%
Change vs last week	New	New
Rank in Data Warehouse	#2	#27
Share of voice	12%	0.4%
Mentions this run	67	2
Positive in AI answers	41%	50%

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

Visibility score trend

Weekly runs over the last 60 days

BigQuery 0pp · Dremio 0pp over 0 weekly runs.

Engine by engine

BigQuery leads on 3 of 3 engines

ChatGPT

68.7%

0.9%

AI Mode

65.9%

Perplexity

56.1%

0.9%

BigQueryDremio

Head to head in AI answers

2 engine answers name both brands

2BigQuery ranked higher

0Dremio ranked higher

Prompt	Engine	BigQuery	Dremio
What are the best data warehouse tools in 2026?	Perplexity	#3	#11
Official website of the top data warehouse vendors	ChatGPT	#5	#15

Features, pricing & fit

Dimension	BigQuery	Dremio
Pricing model	—	Usage-based
Entry price	—	$0.2 / mo
Free plan	—	No · 30-day trial
Deployment	Serverless, runs only on Google Cloud	Fully managed cloud service (Dremio Cloud) or self-managed software on Kubernetes, on-premises or in AWS, Azure or GCP (Dremio Enterprise).
Compliance	SOC 1, SOC 2, SOC 3, ISO/IEC 27001, HIPAA, NIST 800-53, NIST 800-171, IRAP, GDPR, Cyber Essentials	SOC 2 Type 2, ISO 27001:2013, GDPR, CCPA
Support	—	Enterprise-grade support plans, Security documentation and Trust Center, Hands-on workshops
Founded	—	2015
Funding	—	Series E
Best for	—	Teams wanting a zero-maintenance, cloud-native experience and fast time to value (Dremio Cloud); organizations needing full control, on-prem requirements, or strict compliance constraints (Dremio Enterprise).