What is the cheapest way to set up open table formats like Iceberg on AWS without blowing our startup monthly cloud infrastructure budget?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the cheapest way to set up open table formats like Iceberg on AWS without blowing our startup monthly cloud infrastructure budget?
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
AWS Glue Data Catalog pricing Athena pricing Apache Iceberg optimization AWS official documentation 2026 Google ↗
AWS Apache Iceberg Glue Data Catalog Athena pricing S3 costs serverless architecture documentation 2026 Google ↗
- AWS Glue Pricing · aws.amazon.com
- Enabling compaction optimizer · docs.aws.amazon.com
- Amazon Athena Documentation · docs.aws.amazon.com
- Amazon S3 Tables vs Self-Managed Apache Iceberg on S3: A Technical Deep-Dive for Startups · builder.aws.com
- Optimize Iceberg tables · docs.aws.amazon.com
- Apache Iceberg documentation · iceberg.apache.org
- PyIceberg documentation · py.iceberg.apache.org
- Athena Iceberg integration · docs.aws.amazon.com
- Glue Iceberg integration · docs.aws.amazon.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
AWS Glue Data Catalog pricing Athena pricing Apache Iceberg optimization AWS official documentation 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
AWS Apache Iceberg Glue Data Catalog Athena pricing S3 costs serverless architecture documentation 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |