Real ChatGPT answer · index seed4NxnozzUDnocompleteB2B software · data and analytics platformscommercial
We are outgrowing our current data warehouse and I need to evaluate Snowflake versus Databricks for a B2B analytics team of twenty people.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We are outgrowing our current data warehouse and I need to evaluate Snowflake versus Databricks for a B2B analytics team of twenty people.
3 real searches · 1 real-search pass
Snowflake Databricks official architecture SQL warehouse serverless pricing compute governance data sharing 2026 comparisonGoogle ↗
OBSERVEDComparison
Snowflake official documentation virtual warehouses cost credits auto suspend data sharing Horizon governanceGoogle ↗
OBSERVEDOther / navigational
Databricks official documentation SQL warehouses pricing serverless Unity Catalog Delta Sharing lakehouseGoogle ↗
OBSERVEDOther / navigational
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (3)
Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Snowflake Databricks official architecture SQL warehouse serverless pricing compute governance data sharing 2026 comparison Google ↗
Snowflake official documentation virtual warehouses cost credits auto suspend data sharing Horizon governance Google ↗
Databricks official documentation SQL warehouses pricing serverless Unity Catalog Delta Sharing lakehouse Google ↗
- Understanding compute cost · docs.snowflake.com
- Warehouse considerations · docs.snowflake.com
- Compute · docs.databricks.com
- Set up serverless SQL warehouses · docs.databricks.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Snowflake Databricks official architecture SQL warehouse serverless pricing compute governance data sharing 2026 comparison OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Snowflake official documentation virtual warehouses cost credits auto suspend data sharing Horizon governance OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Databricks official documentation SQL warehouses pricing serverless Unity Catalog Delta Sharing lakehouse OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |