What AI says about Apache Iceberg
Apache Iceberg is an open table format for analytic datasets that enables cross-engine compatibility and supports features such as schema evolution, hidden partitioning, time travel, and data file compaction.
AI calls itopen table formats,cost-effective,high-performance,acid transactions,open-source,schema evolution
Since Jul 5Updated Nov 11, 2026Based on 19,060 AI answers
Reviewed by Dimitry Apollonsky
Mentioned in · Public index
1%
of AI answers about Apache Iceberg and its rivals · since Jul 5
Based on 19,060 AI answers
- ChatGPT1%
- Google AI Mode1%
How often AI mentions Apache Iceberg
of AI answers about Apache Iceberg and its rivals
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Sep 14OctNov 2
- · ChatGPT switched to GPT-6 Luna
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Markets where AI mentions Apache Iceberg
Mentioned inLowHighFew answers
All marketsChatGPTGoogle AI Mode
- Machine Learning Feature Store PlatformsOutside both engines’ top 25
- Enterprise Cloud Data Platform ToolsOutside both engines’ top 25
- Enterprise Data Catalog & Governance PlatformsOutside both engines’ top 25
- Managed Streaming and Messaging PlatformsOutside both engines’ top 25
- Log Management & Observability PlatformsOutside both engines’ top 25
- Enterprise Cloud Storage & Data PlatformsOutside both engines’ top 25
- RLHF Data Collection & Training PlatformsOutside both engines’ top 25
- MLOps and Data Orchestration PlatformsOutside both engines’ top 25
- Maps, Navigation & Location APIsOutside both engines’ top 25
- Customer Data Platforms & Churn PredictionOutside both engines’ top 25
- Business Intelligence & Analytics SoftwareOutside both engines’ top 25
- CRM and Sales Pipeline SoftwareOutside both engines’ top 25
Topics where AI mentions Apache Iceberg
TopicMentioned in · on this topicRank
- Most mentionedMentioned in
- I'm an ML engineer looking for a better way to manage large datasets for model training. What should I look for in a data version control tool?on this questionDVC shares the lead for mentions with 1 more15%
Excerpts where Apache Iceberg appeared in the AI's answer
- I'm looking to build a data mesh architecture. What's the best platform or framework for implementing a data mesh in a large organization?on this questionSnowflake is the most-mentioned brand24%
- I am looking for a "log management" solution that offers unlimited retention for a flat fee.on this questionGrafana Loki shares the lead for mentions with 1 more6%
Excerpts where Apache Iceberg appeared in the AI's answer
Google AI ModeNov 2, 2026, Google AI Mode Building your own stack using Fluent Bit / Vector → Apache Iceberg / ClickHouse → AWS S3 / Cloud Object Storage
Google AI ModeOct 31, 2026, Google AI Mode Grepr / Custom Apache Iceberg + S3 Stack: If you route logs directly into an S3-backed data lake format
- What is the most scalable solution for processing "unstructured data" from legacy file servers that haven't been organized in a decade?on this questionAzure Blob Storage shares the lead for mentions with 9 more9%
Excerpts where Apache Iceberg appeared in the AI's answer
Google AI ModeAug 6, 2026, Google AI Mode Commit the transformed, clean data into open table formats on your data lake, like Apache Iceberg or Delta Lake .
Google AI ModeAug 2, 2026, Google AI Mode Use open table formats like Apache Iceberg or Delta Lake paired with a storage framework
- What's the best feature store for serving real-time features to ML models?on this questionFeast shares the lead for mentions with 1 more5%
Apache Iceberg in AI answers
1 of 7
I am looking for a "log management" solution that offers unlimited retention for a flat fee.
ChatGPTChatGPTNo answer mentioning Apache Iceberg
Google AI ModeGoogle AI Mode· Nov 2, 2026
Building your own stack using Fluent Bit / Vector → Apache Iceberg / ClickHouse → AWS S3 / Cloud Object Storage
Sites AI cites
- Leaves Apache Iceberg out33%
- Data Mesh Tools: 11 Picks for Modern Data Teams in 2026 (opens in a new tab) · 33%Leaves Apache Iceberg out
- Leaves Apache Iceberg out33%
- How to Reduce Log Retention Costs by 93% With a Log Data Lake | Grepr Blog (opens in a new tab) · 33%Leaves Apache Iceberg out
- Your site33%
- Apache Iceberg - Apache Iceberg™ (opens in a new tab) · 33%Leaves Apache Iceberg out
Brands AI mentions
Mentioned in
