What are the best data warehouse platforms?
AI Visibility Ranking
Brands ordered by GenRank score for this question.
DirectionalQuestion-level figures rest on at most 6 answers per brand, so treat them as direction, not a verdict; the category ranking is the number to judge by. Scores are for the week of 2026-11-08.
| Rank | Brand | Named by | Score |
|---|---|---|---|
| 1 | Snowflake | 6/6 | 100.0 |
| 2 | Google BigQuery | 6/6 | 76.9 |
| 3 | Redshift | 6/6 | 66.1 |
| 4 | Databricks Lakehouse | 6/6 | 63.8 |
| 5 | Teradata | 3/6 | 32.7 |
| 6 | Azure Synapse Analytics | 3/6 | 27.5 |
| 7 | ClickHouse | 3/6 | 22.6 |
| 8 | Microsoft Fabric | 2/6 | 21.8 |
| 9 | Oracle Autonomous Data Warehouse / AI Lakehouse | 3/6 | 19.0 |
| 10 | Firebolt | 2/6 | 12.9 |
Sources these answers cited
The sites each surface's answer cited this week. The logos are the surfaces that cited the site.
| Source | Cited by |
|---|---|
| domo.com10 Data Warehouse Platforms for AI-Ready Analytics |    3 surfaces |
| aegissofttech.comBest Cloud Data Warehouses 2027: Top 10 Platforms | 1 surfaces |
| alphacorp.ai10 Best Data Warehouse Softwares in 2026 | 1 surfaces |
| analyticsinsight.netBest Data Warehousing Companies in 2026 - Analytics Insight | 1 surfaces |
| boldbi.comTop 5 Cloud Data Warehouse Vendors for Modern BI | Bold BI | 1 surfaces |
| clickhouse.comTop 5 cloud data warehouses in 2026: Architecture, cost, and open-source | 1 surfaces |
| docs.aws.amazon.comshopping · Introduction to Amazon Redshift - Amazon Redshift |  1 surfaces |
| docs.cloud.google.comportal · BigQuery overview | Google Cloud Documentation | 1 surfaces |
| docs.databricks.comData warehousing on Databricks | Databricks on AWS | 1 surfaces |
| docs.snowflake.comSnowflake key concepts and architecture | Snowflake Documentation | 1 surfaces |
| entrans.aiBest Cloud Data Warehouse in 2026: Snowflake, BigQuery, Redshift, Databricks, and Fabric Compared | 1 surfaces |
| estuary.devBest Data Warehouse Software in 2026: 10 Platforms Compared | 1 surfaces |
11 more
Rank trend
Rank trends are drawn once two weekly editions under the same methodology exist. Only the first edition is in so far.