Real ChatGPT answer · index seedKrvrWqwaT04completeB2B software · data and analytics platformscomparison

How do Google BigQuery Omni and AWS Athena compare when querying data across multiple cloud storage providers without moving it?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do Google BigQuery Omni and AWS Athena compare when querying data across multiple cloud storage providers without moving it?
2 real searches · 1 real-search pass
Google BigQuery Omni documentation external data AWS S3 Azure Blob cross cloud query architecture supported regions pricing limitations vs Amazon Athena federated query S3 Google Cloud Storage Azure BlobGoogle ↗
OBSERVED
Amazon Athena federated query connectors supported data sources S3 spill bucket documentation external cloud storage Google Cloud Storage Azure BlobGoogle ↗
OBSERVED

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.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
Google BigQuery Omni documentation external data AWS S3 Azure Blob cross cloud query architecture supported regions pricing limitations vs Amazon Athena federated query S3 Google Cloud Storage Azure Blob Google ↗
Amazon Athena federated query connectors supported data sources S3 spill bucket documentation external cloud storage Google Cloud Storage Azure Blob Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Google BigQuery Omni documentation external data AWS S3 Azure Blob cross cloud query architecture supported regions pricing limitations vs Amazon Athena federated query S3 Google Cloud Storage Azure Blob
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Amazon Athena federated query connectors supported data sources S3 spill bucket documentation external cloud storage Google Cloud Storage Azure Blob
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1