DA-bench

Visual Benchmark for Data Analytics AI Agents

Databricks Assistant

Visit Databricks Assistant Website

Co-pilot Use your Data Warehouse


Databricks, Inc. is a global data, analytics and artificial intelligence company founded by the original creators of Apache Spark. The company provides a cloud-based platform to help enterprises build, scale, and govern data and AI, including generative AI and other machine learning models. DatabricksIQ is an AI-powered data intelligence engine that powers the Databricks Data Intelligence Platform. It uses AI models, retrieval, ranking, and personalization systems to understand an organization's data and usage patterns.

Databricks Assistant official demo


DA-bench Results for Databricks Assistant

Date Tested Hallucinations Overall Score
Sep 10, 2025 19 44.5% VIEW DETAILS
Aug 25, 2025 11 57.3% VIEW DETAILS
Aug 13, 2025 17 48.0% VIEW DETAILS
Jul 30, 2025 9 60.8% VIEW DETAILS
Jul 15, 2025 14 51.2% VIEW DETAILS
Jul 1, 2025 11 50.7% VIEW DETAILS
Jun 20, 2025 11 54.6% VIEW DETAILS
Jun 3, 2025 8 60.6% VIEW DETAILS
May 21, 2025 11 57.4% VIEW DETAILS
May 7, 2025 12 54.1% VIEW DETAILS
Apr 22, 2025 11 52.4% VIEW DETAILS
Apr 10, 2025 12 56.7% VIEW DETAILS
Mar 26, 2025 12 51.4% VIEW DETAILS
Mar 10, 2025 14 53.7% VIEW DETAILS
Feb 24, 2025 12 59.1% VIEW DETAILS
Feb 13, 2025 11 55.3% VIEW DETAILS
Jan 27, 2025 10 59.0% VIEW DETAILS
Jan 13, 2025 3 66.9% VIEW DETAILS
Jan 1, 2025 5 64.0% VIEW DETAILS
Dec 16, 2024 6 63.5% VIEW DETAILS
Dec 3, 2024 8 65.7% VIEW DETAILS
Nov 18, 2024 3 72.0% VIEW DETAILS
Nov 4, 2024 10 35.3% VIEW DETAILS
Oct 28, 2024 6 50.2% VIEW DETAILS