{"slug":"onehouse","name":"Onehouse","domain":null,"verdict":"As of 2026-08-10, ChatGPT, Claude, Gemini, Grok collectively rank Onehouse #7 of 7 for lakehouse platforms for apache iceberg. Source: https://modelsagree.com/product/onehouse (modelsagree.com, CC BY 4.0).","best_rank":7,"categories":1,"entries":[{"slug":"best-lakehouse-platforms-for-apache-iceberg","title":"Best lakehouse platforms for Apache Iceberg","rank":7,"of":7,"score":1,"appearances":1,"modelRanks":{"Gemini":5},"reason":"Managed cloud lakehouse service providing automated data ingestion, indexing, and background table optimization (compaction and file sizing) natively on Apache Iceberg to minimize operational data engineering overhead.","reasons":[{"model":"Gemini","reason":"Managed cloud lakehouse service providing automated data ingestion, indexing, and background table optimization (compaction and file sizing) natively on Apache Iceberg to minimize operational data engineering overhead."}],"fixes":[{"model":"Gemini","fix":"Smaller vendor footprint and community ecosystem compared to hyperscaler platforms, lacking native BI visualization and advanced ML developer environments."}],"updated":"2026-08-10","rank_history":{"days":["2026-08-03","2026-08-10"],"ranks":[7,null]},"api":"https://modelsagree.com/api/v1/best/best-lakehouse-platforms-for-apache-iceberg.json"}],"page":"https://modelsagree.com/product/onehouse","check":"https://modelsagree.com/check?q=Onehouse","updated":"2026-08-10T18:18:45.051Z","attribution":"modelsagree.com, CC BY 4.0"}