Real ChatGPT answer · index seedBRbRN4C1ZoocompleteB2B software · data and analytics platformscommercial

Can you review the best open source Apache Iceberg catalog options for teams trying to avoid vendor lock in with AWS Glue

ChatGPTgpt-65 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you review the best open source Apache Iceberg catalog options for teams trying to avoid vendor lock in with AWS Glue
5 real searches · 1 real-search pass
Apache Iceberg open source catalog alternatives AWS Glue Polaris Nessie Gravitino Lakekeeper 2026 comparisonGoogle ↗
OBSERVED
Apache Polaris project Apache Iceberg catalog features REST catalog maturity 2026Google ↗
OBSERVED
Project Nessie Apache Iceberg catalog branching REST API documentation 2026Google ↗
OBSERVED
Apache Gravitino Iceberg catalog documentation REST catalog 2026Google ↗
OBSERVED
Lakekeeper open source Iceberg REST catalog documentation 2026Google ↗
OBSERVED

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.

Classifying 5 queries…

Searches and sources

ChatGPT5 real searches · gpt-6
Apache Iceberg open source catalog alternatives AWS Glue Polaris Nessie Gravitino Lakekeeper 2026 comparison Google ↗
Apache Polaris project Apache Iceberg catalog features REST catalog maturity 2026 Google ↗
Project Nessie Apache Iceberg catalog branching REST API documentation 2026 Google ↗
Apache Gravitino Iceberg catalog documentation REST catalog 2026 Google ↗
Lakekeeper open source Iceberg REST catalog documentation 2026 Google ↗
  1. Official website · polaris.apache.org
  2. GitHub · github.com
  3. Documentation · docs.lakekeeper.io
  4. GitHub · github.com
  5. Official website · projectnessie.org
  6. GitHub · github.com
  7. Official website · gravitino.apache.org
  8. GitHub · github.com
  9. REST Catalog Spec · iceberg.apache.org
  10. Configure Nessie with Iceberg REST - Project Nessie: Transactional Catalog for Data Lakes with Git-like semantics · projectnessie.org
  11. Iceberg REST Catalog Service · gravitino.apache.org
  12. Best Catalog for Apache Iceberg? A Useful Comparison · lakeops.dev
  13. Getting Started with Apache Polaris and Trino · polaris.apache.org
  14. Iceberg REST Federation · polaris.apache.org
  15. Apache Polaris Documentation (Unreleased) · polaris.apache.org
  16. Nessie · iceberg.apache.org
  17. Iceberg Catalog · gravitino.apache.org
  18. REST Catalog Protocol · iceberg.apache.org

Queries

5 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Apache Iceberg open source catalog alternatives AWS Glue Polaris Nessie Gravitino Lakekeeper 2026 comparison
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Apache Polaris project Apache Iceberg catalog features REST catalog maturity 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Project Nessie Apache Iceberg catalog branching REST API documentation 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Apache Gravitino Iceberg catalog documentation REST catalog 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Lakekeeper open source Iceberg REST catalog documentation 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1