Real ChatGPT answer · index seedr32pHw5x47UcompleteB2B software · data and analytics platformscomparison
Does BigQuery offer better query performance than Redshift for analyzing years of smart thermostat logs on a tight personal budget?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Does BigQuery offer better query performance than Redshift for analyzing years of smart thermostat logs on a tight personal budget?
3 real searches · 1 real-search pass
Google BigQuery pricing on-demand query processing free tier storage pricing 2026 officialGoogle ↗
OBSERVEDComparison
Amazon Redshift Serverless pricing RPU minimum usage storage pricing official 2026Google ↗
OBSERVEDComparison
BigQuery vs Amazon Redshift performance benchmarks analytical workloads partitioning clusteringGoogle ↗
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). 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
Google BigQuery pricing on-demand query processing free tier storage pricing 2026 official Google ↗
Amazon Redshift Serverless pricing RPU minimum usage storage pricing official 2026 Google ↗
BigQuery vs Amazon Redshift performance benchmarks analytical workloads partitioning clustering Google ↗
- BigQuery · cloud.google.com
- BigQuery | AI data platform · cloud.google.com
- Amazon Redshift Serverless now offers 4-RPU Minimum Capacity in 7 additional AWS Regions · aws.amazon.com
- Billing for Amazon Redshift Serverless · docs.aws.amazon.com
- Amazon Redshift to BigQuery migration: Overview | Google Cloud Documentation · docs.cloud.google.com
- Redshift to BigQuery migration for gaming app · cloud.google.com
- BigQuery pricing and free tier · cloud.google.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Google BigQuery pricing on-demand query processing free tier storage pricing 2026 official OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Amazon Redshift Serverless pricing RPU minimum usage storage pricing official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
BigQuery vs Amazon Redshift performance benchmarks analytical workloads partitioning clustering OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |