Top 10 Databricks Alternatives & Competitors

Top 10 Alternatives to Databricks Recently Reviewed By G2 Community

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Cloudera Platform
By Cloudera
4.1/5
(136)
Product Description
Cloudera Enterprise Core provides a single Hadoop storage and management platform that natively combines storage, processing and exploration for the enterprise.
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Reviewers say compared to Databricks, Cloudera Platform is:
Slower to reach roi
Categories in common with Databricks:
DataOps Platforms
MLOps Platforms
Data Governance
ETL Tools
Big Data Processing and Distribution

Snowflake
By Snowflake, Inc.
4.5/5
(755)
Product Description
Snowflake’s platform eliminates data silos and simplifies architectures, so organizations can get more value from their data. The platform is designed as a single, unified product with automations that reduce complexity and help ensure everything “just works”. To support a wide range of workloads, it’s optimized for performance at scale no matter whether someone’s working with SQL, Python, or other languages. And it’s globally connected so organizations can securely access the most relevant content across clouds and regions, with one consistent experience.
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Reviewers say compared to Databricks, Snowflake is:
Easier to admin
Easier to set up
Better at meeting requirements
Categories in common with Databricks:
MLOps Platforms
Data Governance
Big Data Processing and Distribution
Big Data Analytics
Data Science and Machine Learning Platforms

Teradata Autonomous Knowledge Platform
By Teradata Autonomous Knowledge Platform
4.3/5
(375)
Product Description
Teradata Autonomous Knowledge Platform easily and efficiently handles complex data requirements and simplifies management of the data warehouse environment.
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Reviewers say compared to Databricks, Teradata Autonomous Knowledge Platform is:
Slower to reach roi
More expensive
Categories in common with Databricks:
Data Governance
Big Data Processing and Distribution
Big Data Analytics
Data Science and Machine Learning Platforms
Analytics Platforms

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Alteryx
By Alteryx
4.6/5
(817)
Product Description
Alteryx drives transformational business outcomes through unified analytics, data science, and process automation.
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Categories in common with Databricks:
ETL Tools
Big Data Analytics
Data Science and Machine Learning Platforms
Analytics Platforms

Gemini Enterprise Agent Platform
By Google
4.3/5
(659)
Product Description
Gemini Enterprise Agent Platform is a managed machine learning (ML) platform that helps you build, train, and deploy ML models faster and easier. It includes a unified UI for the entire ML workflow, as well as a variety of tools and services to help you with every step of the process. Gemini Enterprise Agent Platform Workbench is a cloud-based IDE that is included with Gemini Enterprise Agent Platform. It makes it easy to develop and debug ML code. It provides a variety of features to help you with your ML workflow, such as code completion, linting, and debugging. Gemini Enterprise Agent Platform and Gemini Enterprise Agent Platform Workbench are a powerful combination that can help you accelerate your ML development. With Gemini Enterprise Agent Platform, you can focus on building and training your models, while Gemini Enterprise Agent Platform Workbench takes care of the rest. This frees you up to be more productive and creative, and it helps you get your models into production faster. If you're looking for a powerful and easy-to-use ML platform, then Gemini Enterprise Agent Platform is a great option. With Gemini Enterprise Agent Platform, you can build, train, and deploy ML models faster and easier than ever before.
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Categories in common with Databricks:
MLOps Platforms
Data Science and Machine Learning Platforms
Generative AI Infrastructure
AI Agent Builders

Qubole
By Qubole
4/5
(259)
Product Description
Qubole delivers a Self-Service Platform for Big Data Analytics built on Amazon, Microsoft and Google Clouds
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Categories in common with Databricks:
Big Data Processing and Distribution
Big Data Analytics
Data Science and Machine Learning Platforms

SAS Viya
By SAS Institute Inc.
4.3/5
(801)
Product Description
As a cloud-native AI, analytics and data management platform, SAS Viya enables you to scale cost-effectively, increase productivity and innovate faster, backed by trust and transparency. SAS Viya makes it possible to integrate teams and technology enabling all users to work together successfully to turn critical questions into accurate decisions.
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Reviewers say compared to Databricks, SAS Viya is:
Slower to reach roi
Categories in common with Databricks:
MLOps Platforms
Data Governance
Data Science and Machine Learning Platforms
Analytics Platforms
Database Management Systems (DBMS)

dbt
By dbt Labs
4.7/5
(208)
Product Description
dbt is a transformation workflow that lets teams quickly and collaboratively deploy analytics code following software engineering best practices like modularity, portability, CI/CD, and documentation. Now anyone who knows SQL can build production-grade data pipelines.
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Reviewers say compared to Databricks, dbt is:
Better at meeting requirements
Easier to admin
More usable
Categories in common with Databricks:
DataOps Platforms
ETL Tools
Big Data Analytics

SAP HANA Cloud
By SAP
4.3/5
(620)
Product Description
SAP HANA Cloud is the cloud-native data foundation of SAP Business Technology Platform, it stores, processes and analyzes data in real time at petabyte scale and converges multiple data types in a single system while managing it more efficiently with integrated multitier storage.
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Reviewers say compared to Databricks, SAP HANA Cloud is:
Slower to reach roi
More expensive
Categories in common with Databricks:
MLOps Platforms
Data Science and Machine Learning Platforms
Database Management Systems (DBMS)