Real ChatGPT answer · index seedU1Tw1orTJu0completeB2B software · data and analytics platformscomparison
Which data stack setup is cheaper for a ten person team: dbt on Databricks with Superset, or a fully managed proprietary warehouse and BI suite?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which data stack setup is cheaper for a ten person team: dbt on Databricks with Superset, or a fully managed proprietary warehouse and BI suite?
3 real searches · 1 real-search pass
Databricks pricing SQL warehouse serverless pricing dbt pricing Superset open source pricing 2026Google ↗
OBSERVEDComparison
Snowflake pricing warehouse credits Sigma pricing per user 2026 officialGoogle ↗
OBSERVEDOther / navigational
Google BigQuery pricing Looker pricing per user official 2026Google ↗
OBSERVEDComparison
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). 3 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
Databricks pricing SQL warehouse serverless pricing dbt pricing Superset open source pricing 2026 Google ↗
Snowflake pricing warehouse credits Sigma pricing per user 2026 official Google ↗
Google BigQuery pricing Looker pricing per user official 2026 Google ↗
- Databricks pricing: DBU rates by compute type, explained · databricks.techfabric.com
- Azure Databricks Pricing · azure.microsoft.com
- dbt Pricing — start free, scale with your team · getdbt.com
- Pricing · superset.sh
- Snowflake Pricing | Choose the Right Edition for Your Data Needs · snowflake.com
- Understanding storage cost · docs.snowflake.com
- Account type and license overview · help.sigmacomputing.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Databricks pricing SQL warehouse serverless pricing dbt pricing Superset open source pricing 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Snowflake pricing warehouse credits Sigma pricing per user 2026 official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Google BigQuery pricing Looker pricing per user official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |