Snowflake Cortex vs Databricks — Comparison

Snowflake Cortex

Use Snowflake Cortex to securely run LLMs, build AI-powered apps, and unlock generative AI insights—all within your governed Snowflake environment.

Data for Breakfast Around the World Drive impact across your organization with data and agentic intelligence. Turn conversations, documents and images into intelligent insights with AI next to your data. Access industry-leading LLMs at scale directly in SQL or via APIs, analyze multimodal data and build agents — all within Snowflake’s secure perimeter. Build gen AI applications directly in SQL or via APIs. Query multimodal data, orchestrate data agents and explore insights. Easily connect, unify, and enrich your unstructured and structured data with live access to 750+ businesses and data providers, ensuring full interoperability via open standards. Govern and protect data with industry-leading security. Use AI and LLMs within Snowflake's security perimeter with built-in policies, access controls, and end-to-end observability. All your knowledge, one trusted enterprise intelligence agent, delivering trusted answers, deep analysis, and confident action at scale. Orchestrate across both structured and unstructured data to retrieve and synthesize high-quality data insights. Transform multimodal data into insights using familiar SQL syntax. Analyze text, images and audio alongside structured data, all within Snowflake's unified platform. Build AI-powered analytics pipelines without complex coding or data movement. Use AI to accurately convert natural language to SQL; Simple to use, cost-efficient to scale. Find information by asking questions within a given set of documents with fully managed text embedding, hybrid search (semantic + keyword) and retrieval. Access industry-leading large language models including Anthropic Claude, Meta Llama and Mistral Large 2 using serverless functions and APIs. “The great thing about building AI agents in Snowflake is the ability to bring structured and unstructured data together in one place.” Multimodal data processing and efficient unstructured data analytics — no setup required. Use SQL functions to build gen AI apps with performant inference, eliminating the need for infrastructure management and scaling. Protect your data used in gen AI applications with Snowflake's unified security, governance and data access controls. Reduce harmful content with built-in guardrails. Empower employees to run analytics on enterprise data at scale and take actions, getting reliable insights they can trust. Get accurate answers fast, without waiting on dashboards or custom tools. A unified platform with APIs and industry-leading LLMs streamlines access to information and simplifies application development. Every interaction is processed within Snowflake's secure perimeter and governance model, enabling compliance with your data policies through role-based access and providing explainability for audit purposes. Select a partner logo below to learn more about its integration Stay up to date on Snowflake’s latest products, expert insights and resources—right in your inbox!

Databricks

Databricks offers a unified platform for data, analytics and AI. Build better AI with a data-centric approach. Simplify ETL, data warehousing, governa

With the Data Intelligence Platform, Databricks democratizes insights to everyone in an organization. Built on an open lakehouse architecture, the Data Intelligence Platform provides a unified foundation for all data and governance, combined with AI models tuned to an organization’s unique characteristics. Now, anyone in an organization can benefit from automation and natural language to discover and use data like experts, and technical teams can easily build and deploy secure data and AI apps and products. With origins in academia and the open source community, Databricks was founded in 2013 by the original creators of the lakehouse architecture and open source projects Apache Spark™, Delta Lake, MLflow and Unity Catalog. Today, more than 15,000 organizations worldwide — including Block, Comcast, Condé Nast, Rivian, Shell and over 60% of the Fortune 500 — rely on the Databricks Data Intelligence Platform to take control of their data and put it to work with AI. Headquartered in San Francisco, with offices around the world, Databricks is on a mission to simplify and democratize data and AI, helping data and AI teams solve the world’s toughest problems. Databricks has 1,200+ global cloud, ISV and consulting partners that provide data, analytics and AI solutions and services to our joint customers to help scale initiatives with Databricks.

Snowflake Cortex

Databricks

Snowflake Cortex

Databricks

Snowflake Cortex

Databricks