Real ChatGPT answer · index seed1UzNgOryPhkcompleteB2B software · data and analytics platformsinformational
What causes unexpected credit consumption in Snowflake search optimization service and how can we audit it right now
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What causes unexpected credit consumption in Snowflake search optimization service and how can we audit it right now
3 real searches · 1 real-search pass
Snowflake documentation Search Optimization Service credit consumption SEARCH_OPTIMIZATION_HISTORY credits_used maintenance costsGoogle ↗
OBSERVEDReason
Snowflake ACCOUNT_USAGE SEARCH_OPTIMIZATION_HISTORY columns CREDITS_USED SnowflakeGoogle ↗
OBSERVEDReason
Snowflake METERING_HISTORY SEARCH_OPTIMIZATION service_type creditsGoogle ↗
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
Snowflake documentation Search Optimization Service credit consumption SEARCH_OPTIMIZATION_HISTORY credits_used maintenance costs Google ↗
Snowflake ACCOUNT_USAGE SEARCH_OPTIMIZATION_HISTORY columns CREDITS_USED Snowflake Google ↗
Snowflake METERING_HISTORY SEARCH_OPTIMIZATION service_type credits Google ↗
- Search optimization cost estimation and management · docs.snowflake.com
- SEARCH_OPTIMIZATION_HISTORY view · docs.snowflake.com
- SEARCH_OPTIMIZATION_HISTORY view · docs.snowflake.com
- Exploring compute cost · docs.snowflake.com
- METERING_HISTORY view · docs.snowflake.com
- Account Usage · docs.snowflake.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Snowflake documentation Search Optimization Service credit consumption SEARCH_OPTIMIZATION_HISTORY credits_used maintenance costs OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Snowflake ACCOUNT_USAGE SEARCH_OPTIMIZATION_HISTORY columns CREDITS_USED Snowflake OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Snowflake METERING_HISTORY SEARCH_OPTIMIZATION service_type credits OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |