Real ChatGPT answer · index seedRyan8zUYSHMcompleteB2B software · data and analytics platformscomparison

is snowflake still the best choice for a modern data stack or has bigquery gotten way better recently

ChatGPTgpt-63 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
is snowflake still the best choice for a modern data stack or has bigquery gotten way better recently
3 real searches · 1 real-search pass
Snowflake vs Google BigQuery 2026 recent features pricing Iceberg governance AI data warehouse comparisonGoogle ↗
OBSERVEDComparison
Google Cloud BigQuery 2026 announcements new features data engineering editions pricing officialGoogle ↗
OBSERVEDOther / navigational
Snowflake 2026 announcements new features open lakehouse Cortex Iceberg officialGoogle ↗
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)
Short factOther / navigational67%Comparison33%ConsequenceReasonDefinitionInstructionYes / no

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 vs Google BigQuery 2026 recent features pricing Iceberg governance AI data warehouse comparison Google ↗
Google Cloud BigQuery 2026 announcements new features data engineering editions pricing official Google ↗
Snowflake 2026 announcements new features open lakehouse Cortex Iceberg official Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Snowflake vs Google BigQuery 2026 recent features pricing Iceberg governance AI data warehouse comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Google Cloud BigQuery 2026 announcements new features data engineering editions pricing official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Snowflake 2026 announcements new features open lakehouse Cortex Iceberg official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1