Real ChatGPT answer · index seedJDIkU9QXxXocompleteB2B software · data and analytics platformscomparison
Compare Apache Iceberg and Databricks Delta Lake in terms of multi-engine support, ACID compliance, and query speed when querying from Trino or Presto.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare Apache Iceberg and Databricks Delta Lake in terms of multi-engine support, ACID compliance, and query speed when querying from Trino or Presto.
3 real searches · 1 real-search pass
Apache Iceberg Trino connector documentation read write support snapshot isolation performance metadata pruning; Delta Lake Trino connector documentation Delta Lake connector ACID support deletion vectorsGoogle ↗
OBSERVEDComparison
Trino Delta Lake connector documentation transaction log support writes reads performanceGoogle ↗
OBSERVEDReason
Apache Iceberg vs Delta Lake Trino Presto benchmark query performanceGoogle ↗
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
Apache Iceberg Trino connector documentation read write support snapshot isolation performance metadata pruning; Delta Lake Trino connector documentation Delta Lake connector ACID support deletion vectors Google ↗
Trino Delta Lake connector documentation transaction log support writes reads performance Google ↗
Apache Iceberg vs Delta Lake Trino Presto benchmark query performance Google ↗
- Spec · iceberg.apache.org
- Delta Lake versus Apache Iceberg: which should I choose? · answers.databricks.com
- Iceberg connector · trino.io
- Delta Lake connector · trino.io
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Apache Iceberg Trino connector documentation read write support snapshot isolation performance metadata pruning; Delta Lake Trino connector documentation Delta Lake connector ACID support deletion vectors OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Trino Delta Lake connector documentation transaction log support writes reads performance OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Apache Iceberg vs Delta Lake Trino Presto benchmark query performance OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |