aisnoopy cloud data warehouse

Markets cloud data warehouse 38 brands databricks.com

Databricks

How often is it named?

32/36

5 of 38 brands, across 6 questions about cloud data warehouse.

How is it described?

Not measured yet — nothing has asked about Databricks by name.

Its 32 mentions come from neutral questions, which show how often it comes up but not how it is characterised.

Also named in 3 other markets.

+7 more brands named at least once ranked below the top 13
16= Athenaaws.amazon.com 26%
16= Glueaws.amazon.com 26%
18= SAP Dataspheresap.com 13%
18= Verticavertica.com 13%
18= dbtgetdbt.com 13%

18 brands in this market were named in none of the 36 answers: Airflow, Apache Iceberg, Azure ML, Cloudera, Dataiku, EMR, Flink, H2O.ai and 10 more.

Bigger sites do tend to get named more here, but the relationship is loose enough that size is far from the whole story.

how often assistants name it how much traffic its website gets

Snowflake Databricks Microsoft Fabric Teradata Oracle Autonomous Database Delta Lake ClickHouse Cloud DuckDB 36/36 18/36 0/36 smaller sites bigger sites
Top left — punching above their sizea small site, named often
Bottom right — overlooked despite their sizea big site, named rarely
How to read this chart

Across is web prominence — the brand's domain in the Tranco ranking of the world's most-visited sites, on a logarithmic scale, so each step is roughly ten times more prominent. Up is how many of the 36 answers named it.

Every brand with a ranked domain is plotted, including the 2 whose domain is an imperfect stand-in — shared with sibling products, a subdomain, or registered abroad, drawn hollow — because a domain carrying a whole company still plausibly helps that company's products get named. Not plotted, having no ranked domain: Google BigQuery, Amazon Redshift, AWS, Google Cloud, Azure Synapse Analytics, Power BI and 3 more.

Rank correlation +0.51 across 8 brands — a description of this picture, not a claim about the market as a whole.

By question

QuestionAnswersNamed it
What are the best cloud data warehouses? 6/6
Which data warehouses have the most flexible pricing models? 6/6
What cloud data platforms offer the strongest security and compliance features? 6/6
Which cloud data platforms have the best customer support? 6/6
What data warehouse solutions work best for enterprise companies? 4/6
Which cloud data warehouses offer the best price performance? 4/6

Where it lands when answers rank brands

median position 6 of about 8
in the top three 22% of ranked answers
from 32 ranked answers
95% interval 75–96% on its own count

The two assistants

AssistantNamed it
anthropic 14/18 (78%)
openai 18/18 (100%)

Also named in

Databricks across all 4 markets →

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Method

market cloud data warehouse
brands compared 38
answers 36
web prominence Tranco #2,837
owned by Databricks

Databricks is counted by the same matcher as every other brand here, against the same list of names, from the same answers. It gets no extra aliases and no special handling.

Web search was off, so this measures what the models already know rather than what they would retrieve today. A difference smaller than about 12 points is not meaningful.

How the table is ordered. By how many of the 36 answers named each brand. Brands on the same count share a rank and are shown in the order the assistants tended to list them. A brand counts once per answer, however many times it is named in it.

How close is close. Two brands share a rank only when their counts are identical. Beyond that, a gap smaller than about four answers is inside what this measurement moves between runs — so read near-neighbours as close rather than settled, which is why every row keeps its interval.