What do independent data engineers on Reddit actually say about the real-world cost of migrating petabytes from Amazon Redshift to Google BigQuery?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What do independent data engineers on Reddit actually say about the real-world cost of migrating petabytes from Amazon Redshift to Google BigQuery?
3 real searches · 1 real-search pass
site:reddit.com/r/dataengineering Redshift BigQuery migration petabytes cost data transferGoogle ↗
OBSERVEDOther / navigational
site:reddit.com Redshift to BigQuery migration cost TB PB egress storage query costsGoogle ↗
OBSERVEDOther / navigational
site:reddit.com/r/bigquery migrating from Redshift cost data transfer petabyteGoogle ↗
OBSERVEDConsequence
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
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
site:reddit.com/r/dataengineering Redshift BigQuery migration petabytes cost data transfer OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
site:reddit.com Redshift to BigQuery migration cost TB PB egress storage query costs OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
site:reddit.com/r/bigquery migrating from Redshift cost data transfer petabyte OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |