Real ChatGPT answer · index seed5yCRqR9w4W8completeB2B software · data and analytics platformscommercial
Can you recommend the top enterprise data and analytics platforms that natively support Apache Iceberg tables without requiring a complete architecture migration?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you recommend the top enterprise data and analytics platforms that natively support Apache Iceberg tables without requiring a complete architecture migration?
8 real searches · 1 real-search pass
2026 enterprise analytics platforms native Apache Iceberg support Snowflake Databricks Dremio Starburst BigQuery Redshift Microsoft FabricGoogle ↗
OBSERVEDComparison
Snowflake Apache Iceberg tables read write catalog integration documentation 2026Google ↗
OBSERVEDOther / navigational
Databricks Apache Iceberg support Unity Catalog read write external tables documentation 2026Google ↗
OBSERVEDInstruction
Dremio Apache Iceberg native support existing data lake documentationGoogle ↗
OBSERVEDOther / navigational
Starburst Iceberg connector enterprise data lake interoperability documentationGoogle ↗
OBSERVEDInstruction
AWS Redshift Athena Iceberg support read write Glue catalog documentation 2026Google ↗
OBSERVEDOther / navigational
Google BigQuery Apache Iceberg BigLake tables support documentation 2026Google ↗
OBSERVEDOther / navigational
Microsoft Fabric Apache Iceberg support OneLake documentation 2026Google ↗
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 (8)
Classes come from the query-classifier (a local Laya model). 8 of 8 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT8 real searches · gpt-6
2026 enterprise analytics platforms native Apache Iceberg support Snowflake Databricks Dremio Starburst BigQuery Redshift Microsoft Fabric Google ↗
Snowflake Apache Iceberg tables read write catalog integration documentation 2026 Google ↗
Databricks Apache Iceberg support Unity Catalog read write external tables documentation 2026 Google ↗
Dremio Apache Iceberg native support existing data lake documentation Google ↗
Starburst Iceberg connector enterprise data lake interoperability documentation Google ↗
AWS Redshift Athena Iceberg support read write Glue catalog documentation 2026 Google ↗
Google BigQuery Apache Iceberg BigLake tables support documentation 2026 Google ↗
Microsoft Fabric Apache Iceberg support OneLake documentation 2026 Google ↗
Semantic map
Every query placed by meaning (EmbeddingGemma 2, 256-d). Shaded regions are topics, nearby points are near-paraphrases, and a circle's size is how often the query came back.
Colour
SimulatedReal search
Hover a query to see its counterpart · zoom with Ctrl/⌘ + scroll, a pinch, double-click or +
Queries
8 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 enterprise analytics platforms native Apache Iceberg support Snowflake Databricks Dremio Starburst BigQuery Redshift Microsoft Fabric OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Snowflake Apache Iceberg tables read write catalog integration documentation 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Databricks Apache Iceberg support Unity Catalog read write external tables documentation 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Dremio Apache Iceberg native support existing data lake documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Starburst Iceberg connector enterprise data lake interoperability documentation OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
AWS Redshift Athena Iceberg support read write Glue catalog documentation 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Google BigQuery Apache Iceberg BigLake tables support documentation 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Microsoft Fabric Apache Iceberg support OneLake documentation 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |