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 | |
| Amazon Redshift | #3 | #2 | #3 | |
| BigQuery | #2 | #4 | #2 | |
| Databricks | — | #3 | #4 | |
| AWS | #4 | — | #5 | |
| Microsoft Fabric | #5 | #5 | — | |
| Azure Synapse | — | #6 | — | |
| Microsoft Azure | — | — | #6 | |
| ClickHouse | — | #7 | — | |
| Metabase | — | #8 | — |
Responses
What each engine answered, and how the shortlist moved.
ChatGPT · run of Nov 3 · sentiment toward the top pick: ↑ Positive
- Snowflake — There isn't one universally agreed-upon winner, but Snowflake and Google BigQuery are among the most widely adopted dedicated cloud data warehouses.
- BigQuery — There isn't one universally agreed-upon winner, but Snowflake and Google BigQuery are among the most widely adopted dedicated cloud data warehouses.
- Amazon Redshift — Amazon Redshift — AWS's data warehouse.
- AWS — Amazon Redshift — AWS's data warehouse.
- Microsoft Fabric — Microsoft Fabric — an integrated analytics platform.
Perplexity · run of Nov 3 · sentiment toward the top pick: ↑ Positive
- Snowflake — Snowflake appears to be the most widely used standalone cloud data warehouse.
- Amazon Redshift — A 2026 adoption survey reports Snowflake at 67% adoption, ahead of Amazon Redshift at 22%, Databricks at 19%, and Google BigQuery at 6%.
- Databricks — A 2026 adoption survey reports Snowflake at 67% adoption, ahead of Amazon Redshift at 22%, Databricks at 19%, and Google BigQuery at 6%.
- BigQuery — A 2026 adoption survey reports Snowflake at 67% adoption, ahead of Amazon Redshift at 22%, Databricks at 19%, and Google BigQuery at 6%.
- Microsoft Fabric — However, the answer depends on how “most used” is measured: BigQuery, Redshift, Databricks, and Microsoft Fabric/Synapse are also major platforms, especially within their respective cloud ecosystems.
- Azure Synapse — However, the answer depends on how “most used” is measured: BigQuery, Redshift, Databricks, and Microsoft Fabric/Synapse are also major platforms, especially within their respective cloud ecosystems.
Google AI Mode · run of Nov 3 · sentiment toward the top pick: ↑ Positive
- Snowflake — The modern cloud data warehouse market is dominated by a clear tier of top platforms rather than a single undisputed monopoly, with usage heavily split among four major players: Snowflake, Google Cloud BigQuery, Amazon…
- BigQuery — The modern cloud data warehouse market is dominated by a clear tier of top platforms rather than a single undisputed monopoly, with usage heavily split among four major players: Snowflake, Google Cloud BigQuery, Amazon…
- Amazon Redshift — The modern cloud data warehouse market is dominated by a clear tier of top platforms rather than a single undisputed monopoly, with usage heavily split among four major players: Snowflake, Google Cloud BigQuery, Amazon…
- Databricks — The modern cloud data warehouse market is dominated by a clear tier of top platforms rather than a single undisputed monopoly, with usage heavily split among four major players: Snowflake, Google Cloud BigQuery, Amazon…
- AWS — It is prized for completely decoupling storage from compute and running smoothly across AWS, Azure, and Google Cloud.[](https://www.domo.com/learn/article/best-data-warehouse-platforms).
- Microsoft Azure — It is prized for completely decoupling storage from compute and running smoothly across AWS, Azure, and Google Cloud.[](https://www.domo.com/learn/article/best-data-warehouse-platforms).
Citations
Sources the engines cited for this prompt.
| Source | Type | Citations | Cited by |
|---|---|---|---|
| domo.com | Web | 2 | Perplexity, Google AI Mode |
| etr.ai | Web | 2 | Perplexity |
| amazon.com | Web | 1 | ChatGPT |
| citehawk.com | Web | 1 | Perplexity |
| clickhouse.com | Brand site · ClickHouse | 1 | Perplexity |
| enlyft.com | Web | 1 | ChatGPT |
| g2.com | Review site | 1 | Perplexity |
| google.com | Web | 1 | ChatGPT |
| metabase.com | Brand site · Metabase | 1 | Perplexity |
| microsoft.com | Web | 1 | ChatGPT |
| panoply.io | Web | 1 | Google AI Mode |
| ramp.com | Web | 1 | Perplexity |
| snowflake.com | Brand site · Snowflake | 1 | ChatGPT |
| weld.app | Web | 1 | Perplexity |
| wikipedia.org | Reference | 1 | Perplexity |