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Ranked by measurement

Best cloud data warehouse

3 tested · top 3 shown

Ordered by a seven-frame production-readiness benchmark measured from each product's public surface — not popularity, pricing or feature count. Nobody pays to appear here and the order is never edited. How it is measured →
How this field scores
low 70median 78best 86
  1. 1
    Databricks
    Databricks is a unified platform for data, analytics, and AI workloads.
    Perf 27
    Acce 96
    Sec 100
    Priv 100
    Rel 100
    Std 97
    Disc 85
    databricks.com · measured 2026-09-23
    7/7 frames
  2. 2
    Snowflake
    Snowflake is a cloud data platform for storing, processing, and analyzing enterprise data.
    Perf 42
    Acce 75
    Sec 100
    Priv 70
    Rel 100
    Std 84
    Disc 75
    snowflake.com · measured 2026-09-12
    7/7 frames
  3. 3
    Oleander
    Oleander is a cloud data query platform for analytical workloads using DuckDB, Spark, and related engines.
    Sec 45
    Priv 45
    Rel 100
    Std 75
    Disc 85
    2 not assessed
    oleander.dev · measured 2026-09-27
    5/7 frames
What this does not say
This ranks how production-ready each product's public surface is — not how well it does its job. For cloud data warehouse, that means it does not measure the quality of the work itself. Products whose sites block automated readers are left out rather than ranked last — we did not measure them, and bottom placement would claim something we never observed. Scores are floors: anything set at a CDN, a proxy or behind a login is invisible from the public surface.

All measured categories → · Browse the directory →