Real ChatGPT answer · index seedcB0Tdi1X9jMcompleteB2B software · data and analytics platformscommercial
My former colleagues and I are advising a startup on setting up open table formats like Iceberg and Delta Lake, and we need to know which one is better supported by current cloud vendors.
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The searches the AI actually ran for this prompt.
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My former colleagues and I are advising a startup on setting up open table formats like Iceberg and Delta Lake, and we need to know which one is better supported by current cloud vendors.
2 real searches · 1 real-search pass
2026 official documentation Apache Iceberg Delta Lake support AWS Azure Google Cloud Snowflake Databricks BigQuery Redshift Athena FabricGoogle ↗
OBSERVEDOther / navigational
2026 cloud vendor support Apache Iceberg Delta Lake AWS Azure Google Cloud Snowflake Databricks BigQuery Redshift Athena FabricGoogle ↗
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 (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
2026 official documentation Apache Iceberg Delta Lake support AWS Azure Google Cloud Snowflake Databricks BigQuery Redshift Athena Fabric Google ↗
2026 cloud vendor support Apache Iceberg Delta Lake AWS Azure Google Cloud Snowflake Databricks BigQuery Redshift Athena Fabric Google ↗
- Vendors · iceberg.apache.org
- Deprecation of Lake Formation’s Governed Tables Feature · aws.amazon.com
- Using Data Lake frameworks with AWS Glue Studio · docs.aws.amazon.com
- Delta Lake overview - Microsoft Fabric · learn.microsoft.com
- Delta Lake Table Format Interoperability - Microsoft Fabric · learn.microsoft.com
- Read Delta Lake tables with Iceberg clients - Azure Databricks · learn.microsoft.com
- Apache Iceberg managed tables | BigQuery | Google Cloud Documentation · docs.cloud.google.com
- Create BigLake external tables for Delta Lake | BigQuery | Google Cloud Documentation · docs.cloud.google.com
- Databricks tables concepts · docs.databricks.com
- What is Delta Lake in Databricks? · docs.databricks.com
- Read Delta Lake tables with Iceberg clients · docs.databricks.com
- Can Databricks read and write native Iceberg tables in 2026? · answers.databricks.com
- Apache Iceberg™ tables · docs.snowflake.com
- Direct Iceberg tables · docs.snowflake.com
- Delta Direct · docs.snowflake.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 official documentation Apache Iceberg Delta Lake support AWS Azure Google Cloud Snowflake Databricks BigQuery Redshift Athena Fabric OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
2026 cloud vendor support Apache Iceberg Delta Lake AWS Azure Google Cloud Snowflake Databricks BigQuery Redshift Athena Fabric OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |