Real ChatGPT answer · index seedAvazOkGBUascompleteB2B software · data and analytics platformscomparison
Compare the actual monthly spend for optimizing SQL query costs in Snowflake versus Google BigQuery for ad-hoc marketing queries
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare the actual monthly spend for optimizing SQL query costs in Snowflake versus Google BigQuery for ad-hoc marketing queries
5 real searches · 1 real-search pass
2026 Snowflake official warehouse credit pricing standard warehouse credits per hour on-demand pricingGoogle ↗
OBSERVEDComparison
2026 Google BigQuery official on-demand query pricing $ per TiB 1 TiB free monthlyGoogle ↗
OBSERVEDComparison
Snowflake query cost optimization auto suspend warehouse billing minimum 60 seconds official documentationGoogle ↗
OBSERVEDInstruction
BigQuery query cost optimization partitioning clustering bytes processed dry run maximum bytes billed official documentationGoogle ↗
OBSERVEDReason
Snowflake pricing $2 per credit Standard edition US on demand 2026 official pricingGoogle ↗
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 (5)
Classes come from the query-classifier (a local Laya model). 5 of 5 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT5 real searches · gpt-6
2026 Snowflake official warehouse credit pricing standard warehouse credits per hour on-demand pricing Google ↗
2026 Google BigQuery official on-demand query pricing $ per TiB 1 TiB free monthly Google ↗
Snowflake query cost optimization auto suspend warehouse billing minimum 60 seconds official documentation Google ↗
BigQuery query cost optimization partitioning clustering bytes processed dry run maximum bytes billed official documentation Google ↗
Snowflake pricing $2 per credit Standard edition US on demand 2026 official pricing Google ↗
- Warehouse considerations · docs.snowflake.com
- Estimate and control costs | BigQuery | Google Cloud Documentation · docs.cloud.google.com
- BigQuery · cloud.google.com
- Cost Optimization · snowflake.com
Queries
5 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 Snowflake official warehouse credit pricing standard warehouse credits per hour on-demand pricing OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
2026 Google BigQuery official on-demand query pricing $ per TiB 1 TiB free monthly OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Snowflake query cost optimization auto suspend warehouse billing minimum 60 seconds official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
BigQuery query cost optimization partitioning clustering bytes processed dry run maximum bytes billed official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Snowflake pricing $2 per credit Standard edition US on demand 2026 official pricing OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |