Databricks Alternatives

Databricks is described as 'Provides a Unified Analytics Platform that accelerates innovation by unifying data science, engineering and business' and is an website in the development category. There are more than 10 alternatives to Databricks, not only websites but also apps for a variety of platforms, including Mac, SaaS, Windows and Linux apps. The best Databricks alternative is Jupyter, which is both free and Open Source. Other great sites and apps similar to Databricks are Zasper, Jupyterlab, Talend and Livebook.

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Databricks alternatives are mainly Spreadsheet Apps but may also be Business Intelligence Tools or Code Editors.  Filter by these or use the filter bar below if you want a narrower list of alternatives or looking for a specific functionality of Databricks.
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Databricks provides a Unified Analytics Platform that accelerates innovation by unifying data science, engineering and business.

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Databricks alternatives page was last updated Jan 6, 2025
  1. Jupyter icon
     86 likes

    The Jupyter Notebook is a web application that allows you to create and share documents that contain live code, equations, visualizations and explanatory text. Uses include: data cleaning and transformation, numerical simulation, statistical modeling, machine learning and much...

    52 Jupyter alternatives
    The Jupyter Notebook is an open-source web application that allows you to create and share documents that contain live code, equations, visualizations and narrative text. Uses include: data cleaning and transformation, numerical simulation, statistical modeling, data visualization, machine learning, and much more.

    License model

    • FreeOpen Source

    Application type

    Platforms

    • Mac
    • Windows
    • Linux
    • Online
    • Cloudron

    Jupyter Features

    1.  Interactive Visualization
    2.  Browser-based
    3.  Multiple languages
    4.  Literate programming
    5.  Ad-free
    6.  Server-side
    Jupyter iconDatabricks Icon

    Jupyter VS Databricks

    Is Jupyter a good alternative to Databricks?
     
    • Jupyter is the most popular Web-based, Windows, Mac & Linux alternative to Databricks.

    • Jupyter is the most popular Open Source & free alternative to Databricks.

    • Jupyter is Free and Open SourceDatabricks is Paid and Proprietary
  2. Zasper icon
     8 likes

    A powerful IDE for data science, Zasper excels with massive concurrency support, enabling numerous simultaneous connections, minimal memory usage, and speedy performance. Suited for REPL-style data apps like Jupyter notebooks, fully supported on Mac with limited Linux support.

    65 Zasper alternatives
    Zasper screenshot 1

    License model

    • FreeOpen Source

    Application types

    Platforms

    • Mac
    • Windows
    • Linux

    Properties

    1.  Support for Themes
    2.  Privacy focused

    Features

    1.  No Tracking
    2.  Works Offline
    3.  Syntax Highlighting
    4.  No registration required
    5.  Dark Mode
    6.  Ad-free
    7.  Built-in terminal emulation
    8.  Data science
    9.  Version Control Integration
    10.  Electron based
    Zasper iconDatabricks Icon

    Zasper VS Databricks

    Is Zasper a good alternative to Databricks?
     
  3. Jupyterlab icon
     14 likes

    An extensible environment for interactive and reproducible computing, based on the Jupyter Notebook and Architecture. Currently ready for users.

    20 Jupyterlab alternatives
    Jupyterlab screenshot 1

    License model

    • FreeOpen Source

    Platforms

    • Mac
    • Windows
    • Linux
    • Online
    • Self-Hosted

    Jupyterlab Features

    1.  Notebook
    Jupyterlab iconDatabricks Icon

    Jupyterlab VS Databricks

    Is Jupyterlab a good alternative to Databricks?
     
    • Jupyterlab is the most popular Self-Hosted alternative to Databricks.

    • Jupyterlab is Free and Open SourceDatabricks is Paid and Proprietary
  4. Talend icon
     37 likes

    Talend leverages the open source model to make data integration available to all types of organizations, regardless of their size, level of expertise or budgetary constraints. Talend’s solutions connect to all source and target systems and they can be downloaded at no cost.

    96 Talend alternatives
    Talend screenshot 1

    License model

    • FreemiumProprietary

    Platforms

    • Mac
    • Windows

    Talend Features

    1.  Real time collaboration
    2.  Import CSV Data
    3.  Data Mining
    Talend iconDatabricks Icon

    Talend VS Databricks

    Is Talend a good alternative to Databricks?
     
  5. Livebook icon
     4 likes

    Livebook is a web application for writing interactive and collaborative code notebooks. Code notebooks with Markdown support and Code cells where Elixir code is evaluated on demand.

    49 Livebook alternatives
    Livebook screenshot 1

    License model

    • FreeOpen Source

    Platforms

    • Mac
    • Windows
    • Self-Hosted

    Livebook Features

    1.  Charts
    Livebook iconDatabricks Icon

    Livebook VS Databricks

    Is Livebook a good alternative to Databricks?
     
  6. Drasi icon
     2 likes

    Drasi is a data processing platform that simplifies detecting changes in data and taking immediate action. It is a comprehensive solution that provides built-in capabilities to track system logs and change feeds for specific events, evaluate them for relevance, and automatically...

    8 Drasi alternatives
    Drasi screenshot 1

    License model

    • FreeOpen Source

    Platforms

    • Self-Hosted
    • Kubernetes
    • Docker
    • PostgreSQL
    • Microsoft Azure

    Drasi Features

    1.  Ad-free
    2.  Continuous Monitoring
    3. Microsoft Azure icon  Azure integration
    4.  Monitor FileSystem Changes
    5. PostgreSQL icon  PostgreSQL support
    6. Azure DevOps icon  Azure DevOps integration
    Drasi iconDatabricks Icon

    Drasi VS Databricks

    Is Drasi a good alternative to Databricks?
     
  7. Vertex AI icon
     1 like

    Unified platform for training, hosting and managing ML models.

    15 Vertex AI alternatives

    License model

    Platforms

    • Online

    Vertex AI Features

    1.  AI-Powered
    Vertex AI iconDatabricks Icon

    Vertex AI VS Databricks

    Is Vertex AI a good alternative to Databricks?
     
    • Vertex AI is the most popular commercial alternative to Databricks.

    • Vertex AI is Paid and ProprietaryDatabricks is also Paid and Proprietary
  8. Fluvio icon
     1 like

    An open-source data streaming platform with in-line computation capabilities. Apply your custom programs to aggregate, correlate, and transform data records in real-time as they move over the network.

    8 Fluvio alternatives
    Fluvio screenshot 1

    License model

    • FreeOpen Source

    Platforms

    • Mac
    • Linux
    • Software as a Service (SaaS)

    Fluvio Features

    1.  Serverless
    2.  Rust
    Fluvio iconDatabricks Icon

    Fluvio VS Databricks

    Is Fluvio a good alternative to Databricks?
     
    • Fluvio is the most popular SaaS alternative to Databricks.

    • Fluvio is Free and Open SourceDatabricks is Paid and Proprietary
  9. Wolfram Language icon
     3 likes

    Wolfram Language is a symbolic language, deliberately designed with the breadth and unity needed to develop powerful programs quickly. By integrating high-level forms—like Image, GeoPolygon or Molecule—along with advanced superfunctions—such as ImageIdentify or...

    115 Wolfram Language alternatives

    License model

    • FreeProprietary

    Platforms

    • Mac
    • Windows
    • Linux
    • Online
    • BSD
    • openSUSE
    • FreeBSD
    • OpenSolaris
    • NetBSD
    • OpenBSD

    Wolfram Language Features

    1.  Support for scripting
    2.  Ad-free
    3.  Data visualization
    4.  Data analytics
    5.  Symbolic Computation
    Wolfram Language iconDatabricks Icon

    Wolfram Language VS Databricks

    Is Wolfram Language a good alternative to Databricks?
     
  10. Google Cloud Dataflow icon
     Like this app

    Google Cloud Dataflow is a fully managed service for executing Apache Beam pipelines within the Google Cloud Platform ecosystem.

    8 Google Cloud Dataflow alternatives

    License model

    Platforms

    • Online
    • Software as a Service (SaaS)

    Google Cloud Dataflow Features

    1.  Fully managed service
    2.  Google Cloud
    3.  Data stream processing
    Google Cloud Dataflow iconDatabricks Icon

    Google Cloud Dataflow VS Databricks

    Is this a good alternative to Databricks?
     
  11. Spring Cloud Data Flow icon
     Like this app

    Spring Cloud Data Flow offers cloud-native microservice-based streaming and batch data processing, ideal for Cloud Foundry and Kubernetes, with flexible programming language support, integration using familiar tools, and powerful design options.

    8 Spring Cloud Data Flow alternatives
    Spring Cloud Data Flow screenshot 1

    License model

    • FreeOpen Source

    Platforms

    • Self-Hosted
    • Kubernetes
    • Docker

    Spring Cloud Data Flow Features

    1.  Batch processing
    2.  REST API
    3.  Drag and Drop
    4.  Data stream processing
    5.  Kubernetes
    Spring Cloud Data Flow iconDatabricks Icon

    Spring Cloud Data Flow VS Databricks

    Is this a good alternative to Databricks?
     
  12. Amazon Bedrock icon
     Like this app

    Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon through a single API, along with a broad set of capabilities you need...

    15 Amazon Bedrock alternatives
    Amazon Bedrock screenshot 1

    License model

    Platforms

    • Software as a Service (SaaS)
    • Online
    • Amazon Web Services

    Amazon Bedrock Features

    1.  AWS Deploy
    2.  AWS Integration
    3.  AI-Powered
    Amazon Bedrock iconDatabricks Icon

    Amazon Bedrock VS Databricks

    Is Amazon Bedrock a good alternative to Databricks?
     
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