Who each engine recommends
Position of every brand named in the latest run.
| Brand | ChatGPT | Perplexity | AI Mode | Mention rate |
|---|---|---|---|---|
| SnowflakeTop pick | #1 | #1 | #1 | |
| BigQuery | #5 | #2 | #2 | |
| Databricks | #2 | #8 | #3 | |
| Amazon Redshift | #3 | #3 | #4 | |
| AWS | #4 | #4 | #5 | |
| Oracle Autonomous Data Warehouse | #7 | #9 | #7 | |
| Azure Synapse | — | #5 | #6 | |
| Microsoft Azure | — | #6 | #8 | |
| Microsoft Fabric | #6 | #7 | — | |
| Teradata | #8 | #10 | — | |
| IBM Db2 Warehouse | #9 | #11 | — | |
| SAP Datasphere | #10 | #12 | — | |
| Cloudera | #11 | #15 | — | |
| ClickHouse | #12 | #13 | — | |
| Firebolt | #14 | #14 | — | |
| Exasol | #13 | — | — | |
| Dremio | #15 | — | — | |
| Vertica | #16 | — | — |
Responses
What each engine answered, and how the shortlist moved.
Here are the official websites of leading data warehouse vendors, including major cloud-native, enterprise, and lakehouse platforms (November 2026). Top data warehouse vendors and official websites Vendor Data warehouse product Official website ------------------------ Snowflake Snowflake AI Data Cloud snowflake.com Databricks Databricks SQL / Lakehouse databricks.com Amazon Web Services Amazon Redshift aws.amazon.com/redshift Google Cloud BigQuery cloud.google.com/bigquery Microsoft Microsoft…
- Snowflake — Snowflake – Cloud-native data warehousing and data sharing.
- Databricks — Databricks – Lakehouse architecture, data engineering, and AI.
- Amazon Redshift — Amazon Redshift – AWS-integrated data warehousing.
- AWS — Amazon Redshift – AWS-integrated data warehousing.
- BigQuery
- Microsoft Fabric — Microsoft Fabric – Integrated analytics and enterprise Microsoft ecosystem.
- Oracle Autonomous Data Warehouse
- Teradata
- IBM Db2 Warehouse
- SAP Datasphere
- Cloudera
- ClickHouse
- Exasol
- Firebolt
- Dremio
- Vertica
Here are official websites for leading data warehouse vendors and platforms: Snowflake: snowflake.com Google BigQuery: cloud.google.com/bigquery Amazon Redshift: aws.amazon.com/redshift Microsoft Azure Synapse Analytics: azure.microsoft.com/products/synapse-analytics Databricks: databricks.com Oracle Autonomous Data Warehouse: oracle.com/autonomous-database/autonomous-data-warehouse Teradata: teradata.com IBM Db2 Warehouse: ibm.com/products/db2/warehouse SAP Datasphere:…
- Snowflake — Snowflake, BigQuery, Amazon Redshift, Databricks, and ClickHouse are among the major cloud data warehouse platforms highlighted in current industry comparisons.
- BigQuery
- Amazon Redshift — Snowflake, BigQuery, Amazon Redshift, Databricks, and ClickHouse are among the major cloud data warehouse platforms highlighted in current industry comparisons.
- AWS
- Azure Synapse — Microsoft Azure Synapse Analytics: azure.microsoft.com/products/synapse-analytics.
- Microsoft Azure — Microsoft Azure Synapse Analytics: azure.microsoft.com/products/synapse-analytics.
- Microsoft Fabric — Microsoft Azure Synapse Analytics: azure.microsoft.com/products/synapse-analytics.
- Databricks — Snowflake, BigQuery, Amazon Redshift, Databricks, and ClickHouse are among the major cloud data warehouse platforms highlighted in current industry comparisons.
- Oracle Autonomous Data Warehouse — Oracle Autonomous Data Warehouse: oracle.com/autonomous-database/autonomous-data-warehouse.
- Teradata
- IBM Db2 Warehouse — IBM Db2 Warehouse: ibm.com/products/db2/warehouse.
- SAP Datasphere
- ClickHouse — Snowflake, BigQuery, Amazon Redshift, Databricks, and ClickHouse are among the major cloud data warehouse platforms highlighted in current industry comparisons.
- Firebolt
- Cloudera
Here are the official websites for the top enterprise cloud data warehouse vendors and platforms:
- Snowflake — Snowflake – Cloud-native data platform known for its decoupled storage and compute architecture, enabling multi-cloud data sharing.[](https://www.domo.com/learn/article/best-data-warehouse-platforms).
- BigQuery — Google BigQuery – Fully managed, serverless enterprise data warehouse provided by Google Cloud with built-in ML and AI capabilities.
- Databricks — Databricks – Lakehouse platform featuring Databricks SQL, combining data warehousing performance with data lake flexibility.[](https://www.domo.com/learn/article/best-data-warehouse-platforms).
- Amazon Redshift — Amazon Redshift – Fast, fully managed petabyte-scale data warehouse service running in the AWS cloud.
- AWS — Amazon Redshift – Fast, fully managed petabyte-scale data warehouse service running in the AWS cloud.
- Azure Synapse — Microsoft Azure Synapse Analytics – Limitless analytics service combining data integration, enterprise data warehousing, and big data analytics.
- Oracle Autonomous Data Warehouse — Oracle Autonomous Data Warehouse – Self-driving, self-securing, and self-repairing cloud data warehouse optimized for analytical workloads.
- Microsoft Azure — Microsoft Azure Synapse Analytics – Limitless analytics service combining data integration, enterprise data warehousing, and big data analytics.
Citations
Sources the engines cited for this prompt.
| Source | Type | Citations | Cited by |
|---|---|---|---|
| g2.com | Review site | 3 | ChatGPT, Perplexity |
| barc.com | Web | 2 | ChatGPT |
| clickhouse.com | Brand site · ClickHouse | 2 | ChatGPT, Perplexity |
| databricks.com | Brand site · Databricks | 2 | ChatGPT, Perplexity |
| ibm.com | Web | 2 | ChatGPT, Perplexity |
| teradata.com | Brand site · Teradata | 2 | ChatGPT |
| adverity.com | Web | 1 | Perplexity |
| aisuperior.com | Web | 1 | Perplexity |
| algoscale.com | Web | 1 | Perplexity |
| amazon.com | Web | 1 | ChatGPT |
| capterra.com | Review site | 1 | Perplexity |
| cloudera.com | Brand site · Cloudera | 1 | ChatGPT |
| domo.com | Web | 1 | Google AI Mode |
| dremio.com | Brand site · Dremio | 1 | ChatGPT |
| exasol.com | Brand site · Exasol | 1 | ChatGPT |
| firebolt.io | Brand site · Firebolt | 1 | ChatGPT |
| fortegrp.com | Web | 1 | Perplexity |
| google.com | Web | 1 | ChatGPT |
| isg-one.com | Web | 1 | ChatGPT |
| itmap.ai | Web | 1 | ChatGPT |
| microsoft.com | Web | 1 | ChatGPT |
| oracle.com | Web | 1 | ChatGPT |
| sap.com | Web | 1 | ChatGPT |
| snowflake.com | Brand site · Snowflake | 1 | ChatGPT |
| vertica.com | Web | 1 | ChatGPT |