Top Databricks Data Intelligence Platform Alternatives & Competitors 2026

Reviewed in Last 12 Months

How Alternatives Are Selected

1. Dataiku

4.7

Dataiku is an enterprise AI development tool designed to expedite data preparation and machine learning model development. It offers low-code/no-code, visual components for model creation, while simultaneously providing advanced coding environments (Python, R, SQL). This makes it the ultimate tool for data scientists, enabling them to use a single platform for all aspects of data science projects, from model development to production deployment, significantly speeding up the process. Dataiku also supports mesh LLM, facilitating the integration of data science projects with LLM and GenAI development. Recently, an agentic framework has been added to the tool. It also has GenAI-enabled capabilities to create workflows and ETL pipelines, which will speed up the development significantly. As an enterprise-ready platform, Dataiku encompasses all essential aspects of security, scalability, development to product management, and AI governance.

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2. Alteryx One Platform

By Alteryx

4.5

(839 Ratings)

This platform has been a strong addition to our analytics and data presentation workflow. It significantly reduces the time required to clean blend , and analyse data especially for teams that won't advanced analytics without heavy Reliance on custom coding.

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Where Databricks Data Intelligence Platform Scored Higher

Easier to integrate and deploy

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3. DataRobot Agent Workforce Platform

By DataRobot

4.6

(741 Ratings)

Really like the product, it is intuitive and helpful. The new UX isn't my favorite and I keep switching to "classic UX" whenever I go in. I like that I can set it and forget it (for the most part). Finding additional use cases for the system is the challenge and that is how we add value to the expensive annual contract.

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4. Amazon SageMaker AI

By Amazon Web Services (AWS)

4.4

(702 Ratings)

Using AWS Sagemaker has been a gamechanger for my organization's data science workflows delivering seamless end to end automation prioritizing streamlined collaboration and rapid iteration. Huge focus on governance and training makes it a robust choice for scalable MLOps.

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Where Databricks Data Intelligence Platform Scored Higher

Better at service and support
Easier to integrate and deploy

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5. MATLAB

By MathWorks

4.4

(454 Ratings)

Matlab is very powerful software for solving and graphing mathematic equations. Great use for linear programming and algorithmic equations. It presents data via the GUI graphing plots and matrixes

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Where Databricks Data Intelligence Platform Scored Higher

Easier to integrate and deploy

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6. Altair RapidMiner

By Siemens

4.5

(422 Ratings)

Very positive. It is a very powerful and user friendly platform for data preparation, machine learning and analytics.

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Where Databricks Data Intelligence Platform Scored Higher

Easier to integrate and deploy

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7. IBM SPSS Statistics

By IBM

4.4

(336 Ratings)

Our use case for spss is deployment in courses. we want as close to what students will experience in industry as possible. We like to offer virtualization if possible, but understand where cloud solutions exist why that is difficult. we need instructors to have access to the same version of the software. we had a lot of trouble finding a workable solution for SPSS at scale i. our academic programs.

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Where Databricks Data Intelligence Platform Scored Higher

Better at service and support
Easier to integrate and deploy

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8. Base SAS

By SAS

4.6

(305 Ratings)

SAS really is amazingly supportive and helpful. Over the years, I have had numerous, in-depth exchanges with technical staff looking into all sorts of solutions to unique problems with me. I am amazed at the level of detail and communication SAS allows. While many companies would just respond with boilerplate like "It doesn't do that, and we're not looking to implement that at this time." SAS actually dives into the problem, gives workarounds, hotfixes, better alternatives, and, if needed, scheduling the item for future development.

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Where Databricks Data Intelligence Platform Scored Higher

Better at service and support
Easier to integrate and deploy
Better evaluation and contracting

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Considering alternatives to Databricks Data Intelligence Platform? See what this market Databricks Data Intelligence Platform users also considered in their purchasing decision. When evaluating different solutions, potential buyers compare competencies in categories such as evaluation and contracting, integration and deployment, service and support, and specific product capabilities.

Check out real reviews verified by Gartner to see how Databricks Data Intelligence Platform compares to its competitors and find the best software or service for your organization.

1. Dataiku

2. Alteryx One Platform

3. DataRobot Agent Workforce Platform

4. Amazon SageMaker AI

5. MATLAB

6. Altair RapidMiner

7. IBM SPSS Statistics

8. Base SAS

Top Alternatives to Databricks Data Intelligence Platform