BARC The Data Fabric Survey 26 is one of the most comprehensive independent evaluations of data platform software in the world, drawing on 776 responses across 19 products. In this year's report, Dremio earned 19 top rankings and 4 leader positions in the Data Platforms peer group. In feedback collected from Dremio users, 100% said they would recommend Dremio, 100% rated their project a success, and 100% reported improved productivity, better decision-making, and greater trust in their data.
What's Inside
What's Inside
Get instant access for free to the Dremio in BARC The Data Fabric Survey 26.
BARC The Data Fabric Survey 26 drew on 776 responses across 19 products, making it one of the most comprehensive independent evaluations of data platform software in the world. Here's how Dremio compares against Snowflake, Databricks, Microsoft Fabric, Google BigQuery, and Amazon Redshift across every major KPI.
Dremio users rate it above Snowflake, Databricks, Microsoft Fabric, Google BigQuery, and Amazon Redshift for Project Success and Business Value. 100% of surveyed Dremio users rated their project a success.
95% of Dremio users rate product satisfaction and ease of use as excellent or good. An NPS of 43 and 100% user recommendation rate reflect a platform built for every knowledge worker and AI agent in the enterprise.
Dremio leads on Technical Foundation, a composite KPI covering performance, reliability, connectivity, scalability, ecosystem integration, and data security, backed by an Iceberg-native architecture. It ranks #1 across all products surveyed for Project Length, with the fastest time to initial rollout in the entire survey.