Databricks vs Snowflake

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 MLOps Platforms: it has a visibility score of 46.2 versus 6.3 for Snowflake, and ranks ahead in 83% of the answers that name both.

Choose Databricks if…

You want the brand AI engines rank higher (46.2 vs 6.3)
You need ISO 27017 or ISO 27018 or ISO 27701 or SOC 2 Type II or SOC 3 coverage
Lakehouse architecture combining data warehousing with data lake flexibility
Strong for machine learning, AI, and data engineering workloads

Choose Snowflake if…

You need SOC 2 Type 2 or FedRAMP Moderate or FedRAMP High or DoD IL4 or DoD IL5 or PCI-DSS or HITRUST or TISAX or ITAR or ISO 42001 coverage
Multi-cloud deployment and secure, governed data sharing
Decoupled storage and compute architecture
Free trial with usage credits for easy getting started

AI visibility side by side

Latest weekly run · Nov 2

Metric	Databricks	Snowflake
Visibility score	46.2%	6.3%
Change vs last week	New	New
Rank in MLOps Platforms	#2	#13
Share of voice	7.6%	1.1%
Mentions this run	51	8
Positive in AI answers	35%	35%

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

Visibility score trend

Weekly runs over the last 60 days

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

Engine by engine

Databricks leads on 3 of 3 engines

ChatGPT

43.3%

7.8%

AI Mode

51.1%

4.8%

Perplexity

44.1%

6.3%

DatabricksSnowflake

Head to head in AI answers

6 engine answers name both brands

5Databricks ranked higher

1Snowflake ranked higher

Prompt	Engine	Databricks	Snowflake
What is an MLOps platform and when does a company need one?	ChatGPT	#3	#7
What is an MLOps platform and when does a company need one?	Perplexity	#1	#2
What should an MLOps platform integrate with?	ChatGPT	#21	#1
Which MLOps platform has the best reviews?	ChatGPT	#1	#4
Which MLOps Platforms vendors do analysts recommend?	ChatGPT	#1	#15
Is Altair RapidMiner a good MLOps platform?	AI Mode	#4	#5

Features, pricing & fit

Dimension	Databricks	Snowflake
Pricing model	—	Usage-based
Entry price	—	Contact sales
Free plan	—	No
Deployment	Available across all major cloud providers	Fully managed cloud service that runs across major public clouds and regions
Compliance	ISO 27001, ISO 27017, ISO 27018, ISO 27701, SOC 1, SOC 2 Type II, SOC 3	ISO 27001, SOC 1, SOC 2 Type 2, FedRAMP Moderate, FedRAMP High, DoD IL4, DoD IL5, PCI-DSS, HITRUST, TISAX, ITAR, ISO 42001
Support	Technical support on request, Technical documentation	Support, Priority Support, Status page, Community forum
Founded	2013	2012
Headquarters	San Francisco, CA	Andover, KS, United States
Employees	5,000+	5,000+
Funding	Round at $60B valuation, including secondary sale	Post-IPO equity
Best for	Data engineering, data science, analytics and AI teams at startups and global enterprises	Enterprises that run data engineering, analytics and AI on governed enterprise data, including large and highly regulated organizations