Real ChatGPT answer · index seedygfQYzlIaGocompleteB2B software · data and analytics platformscommercial
How do the major data platforms compare when it comes to optimizing SQL query costs and warning users before they run expensive queries?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do the major data platforms compare when it comes to optimizing SQL query costs and warning users before they run expensive queries?
9 real searches · 1 real-search pass
Snowflake query cost estimate before execution EXPLAIN query profile resource monitors query acceleration official docsGoogle ↗
OBSERVEDOther / navigational
Google BigQuery dry run maximum bytes billed cost estimate official documentationGoogle ↗
OBSERVEDConsequence
Databricks SQL query cost estimation before run query profile warehouse cost official docsGoogle ↗
OBSERVEDOther / navigational
Amazon Redshift query cost estimate EXPLAIN query monitoring rules official docsGoogle ↗
OBSERVEDComparison
Microsoft Fabric Synapse SQL query cost estimate before execution cost controls official docsGoogle ↗
OBSERVEDComparison
Snowflake resource monitors credit quota suspend warehouse query cost before execution EXPLAIN documentationGoogle ↗
OBSERVEDReason
Databricks SQL EXPLAIN COST estimated query cost before execution documentationGoogle ↗
OBSERVEDConsequence
Amazon Redshift query monitoring rules abort query runtime thresholds documentationGoogle ↗
OBSERVEDReason
Azure Synapse SQL EXPLAIN estimated query plan cost resource classes workload management documentationGoogle ↗
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 (9)
Classes come from the query-classifier (a local Laya model). 9 of 9 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT9 real searches · gpt-6
Snowflake query cost estimate before execution EXPLAIN query profile resource monitors query acceleration official docs Google ↗
Google BigQuery dry run maximum bytes billed cost estimate official documentation Google ↗
Databricks SQL query cost estimation before run query profile warehouse cost official docs Google ↗
Amazon Redshift query cost estimate EXPLAIN query monitoring rules official docs Google ↗
Microsoft Fabric Synapse SQL query cost estimate before execution cost controls official docs Google ↗
Snowflake resource monitors credit quota suspend warehouse query cost before execution EXPLAIN documentation Google ↗
Databricks SQL EXPLAIN COST estimated query cost before execution documentation Google ↗
Amazon Redshift query monitoring rules abort query runtime thresholds documentation Google ↗
Azure Synapse SQL EXPLAIN estimated query plan cost resource classes workload management documentation Google ↗
Semantic map
Every query placed by meaning (EmbeddingGemma 2, 256-d). Shaded regions are topics, nearby points are near-paraphrases, and a circle's size is how often the query came back.
Colour
SimulatedReal search
Hover a query to see its counterpart · zoom with Ctrl/⌘ + scroll, a pinch, double-click or +
Queries
9 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Snowflake query cost estimate before execution EXPLAIN query profile resource monitors query acceleration official docs OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Google BigQuery dry run maximum bytes billed cost estimate official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Databricks SQL query cost estimation before run query profile warehouse cost official docs OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Amazon Redshift query cost estimate EXPLAIN query monitoring rules official docs OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Microsoft Fabric Synapse SQL query cost estimate before execution cost controls official docs OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Snowflake resource monitors credit quota suspend warehouse query cost before execution EXPLAIN documentation OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Databricks SQL EXPLAIN COST estimated query cost before execution documentation OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Amazon Redshift query monitoring rules abort query runtime thresholds documentation OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Azure Synapse SQL EXPLAIN estimated query plan cost resource classes workload management documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |