Benchmark report

The numbers that change the conversation.

The same workload on five platforms. 480 GB, 3.2 billion rows, twelve source systems, measured on a real production deployment against AWS Athena, Snowflake, Google BigQuery and Databricks. Tell us where to send it and the report comes straight to your inbox.

One short form, no tracking, and a reply from a person within one business day.

What you'll get

Everything you need to verify it yourself.

01

The full benchmark report (PDF)

480 GB across 3.2 billion rows and twelve source systems, measured head-to-head against AWS Athena, Snowflake, Google BigQuery and Databricks. Query cost, scan volume, monthly bill, time to insight.

02

The methodology, in detail

Datasets, queries, table layouts, partitioning. Reproducible: your team can run the same workload on any of the five and verify the result.

03

Sample SQL + architecture diagrams

The queries we ran, the table designs we used, and the data lakehouse diagram showing where each layer (bronze · silver · gold) lives.

04

An optional 30-min walkthrough

If you'd like, one of our engineers will walk through the report on a call, answer any questions, and look at how the numbers map to your current stack.

While you wait

See the platform in motion.

The benchmark explains the numbers. The animation explains the shape: five sources flowing into bronze, silver and gold, with the products you build on top.

Take the tour