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Following a proprietary methodology of data-backed analysis, the ETR Observatory, unlike other industry reports, is designed to assess technology leader usage of a vendor’s product and services within a specific subsector.

Databricks Edges Snowflake on Spending Momentum

Databricks takes the spending lead from Snowflake, and four of the five leaders declined year over year. See how 328 technology leaders rank 20 cloud data warehouse vendors on spending momentum, expected ROI, and product strength.

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Observability

CNAPP

Past Observatories

Observability Tools

A Crowded Observability Market with Several Standout Vendors The observability market has grown increasingly crowded. Vendors strive to balance comprehensive coverage with user-friendly dashboards, AI-powered automation, and strong administrative...

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Cloud Data Warehouses

Learn which players in the cloud data warehouse market are prominent, which are aligned to cloud giants, and how the remaining are standing out.

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Straight from Technology Leaders

We eliminate bias and increase speed-to-market by cutting out the middleman and going straight to the voice of the customer.