# Top 10 Azure Databricks Alternatives &amp; Competitors
**Average Rating:** 4.5/5
**Total Number of Reviews:** 239
The Big Data Analytics Software solutions below are the most common alternatives that users and reviewers compare with Azure Databricks. Big Data Analytics Software is a widely used technology, and many people are seeking high quality, powerful software solutions with notebooks, embedded analytics, and spark integration. Other important factors to consider when researching alternatives to Azure Databricks include data analytics and integration. The best overall Azure Databricks alternative is Alteryx. Other similar apps like Azure Databricks are Snowflake, Splunk Enterprise, Dataiku, and Cloudera. Azure Databricks alternatives can be found in [Big Data Analytics Software](https://www.g2.com/categories/big-data-analytics) but may also be in [Data Warehouse Solutions](https://www.g2.com/categories/data-warehouse) or [Big Data Processing And Distribution Systems](https://www.g2.com/categories/big-data-processing-and-distribution).


## Best Paid &amp; Free Alternatives to Azure Databricks
  - [Alteryx](https://www.g2.com/products/alteryx/reviews)
  - [Snowflake](https://www.g2.com/products/snowflake/reviews)
  - [Splunk Enterprise](https://www.g2.com/products/splunk-enterprise/reviews)
  - [Dataiku](https://www.g2.com/products/dataiku/reviews)
  - [Cloudera](https://www.g2.com/products/cloudera/reviews)
  - [IBM Cloud Pak for Data](https://www.g2.com/products/ibm-cloud-pak-for-data/reviews)
  - [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews)
  - [EXASOL](https://www.g2.com/products/exasol/reviews)
  - [Qubole](https://www.g2.com/products/qubole/reviews)
  - [Databricks](https://www.g2.com/products/databricks/reviews)

## Top 10 Alternatives to Azure Databricks Recently Reviewed By G2 Community
Browse options below. Based on reviewer data, you can see how Azure Databricks stacks up to the competition, check reviews from current &amp; previous users in industries like Information Technology and Services, Retail, and Computer &amp; Network Security, and find the best product for your business.


  ### 1. [Alteryx](https://www.g2.com/products/alteryx/reviews)
By Alteryx
**Average Rating:** 4.6/5
**Total Reviews:** 894
Alteryx drives transformational business outcomes through unified analytics, data science, and process automation.


Reviewers say compared to Azure Databricks, Alteryx is:
- Easier to do business with
Categories in common with Azure Databricks: [Big Data Analytics](https://www.g2.com/categories/big-data-analytics)

**Compare:** [Azure Databricks vs Alteryx](https://www.g2.com/compare/alteryx-vs-azure-databricks)
**Compare Alteryx with other alternatives:**
- [Alteryx vs Snowflake](https://www.g2.com/compare/alteryx-vs-snowflake)
- [Alteryx vs Splunk Enterprise](https://www.g2.com/compare/alteryx-vs-splunk-enterprise)
- [Alteryx vs Dataiku](https://www.g2.com/compare/alteryx-vs-dataiku)
- [Alteryx vs Cloudera](https://www.g2.com/compare/alteryx-vs-cloudera)
- [Alteryx vs IBM Cloud Pak for Data](https://www.g2.com/compare/alteryx-vs-ibm-cloud-pak-for-data)
- [Alteryx vs Google Cloud BigQuery](https://www.g2.com/compare/alteryx-vs-google-cloud-bigquery)
- [Alteryx vs EXASOL](https://www.g2.com/compare/alteryx-vs-exasol)
- [Alteryx vs Qubole](https://www.g2.com/compare/alteryx-vs-qubole)
- [Alteryx vs Databricks](https://www.g2.com/compare/alteryx-vs-databricks)

  ### 2. [Snowflake](https://www.g2.com/products/snowflake/reviews)
By Snowflake, Inc.
**Average Rating:** 4.5/5
**Total Reviews:** 763
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.


Reviewers say compared to Azure Databricks, Snowflake is:
- More usable
- Better at meeting requirements
- Easier to set up
Categories in common with Azure Databricks: [Big Data Analytics](https://www.g2.com/categories/big-data-analytics)

**Compare:** [Azure Databricks vs Snowflake](https://www.g2.com/compare/azure-databricks-vs-snowflake)
**Compare Snowflake with other alternatives:**
- [Snowflake vs Alteryx](https://www.g2.com/compare/alteryx-vs-snowflake)
- [Snowflake vs Splunk Enterprise](https://www.g2.com/compare/snowflake-vs-splunk-enterprise)
- [Snowflake vs Dataiku](https://www.g2.com/compare/dataiku-vs-snowflake)
- [Snowflake vs Cloudera](https://www.g2.com/compare/cloudera-vs-snowflake)
- [Snowflake vs IBM Cloud Pak for Data](https://www.g2.com/compare/ibm-cloud-pak-for-data-vs-snowflake)
- [Snowflake vs Google Cloud BigQuery](https://www.g2.com/compare/google-cloud-bigquery-vs-snowflake)
- [Snowflake vs EXASOL](https://www.g2.com/compare/exasol-vs-snowflake)
- [Snowflake vs Qubole](https://www.g2.com/compare/qubole-vs-snowflake)
- [Snowflake vs Databricks](https://www.g2.com/compare/databricks-vs-snowflake)

  ### 3. [Splunk Enterprise](https://www.g2.com/products/splunk-enterprise/reviews)
By Cisco
**Average Rating:** 4.3/5
**Total Reviews:** 434
Splunk is a software platform for machine data that enables customers to gain real-time Operational Intelligence.


Reviewers say compared to Azure Databricks, Splunk Enterprise is:
- More expensive
- Better at meeting requirements
Categories in common with Azure Databricks: [Big Data Analytics](https://www.g2.com/categories/big-data-analytics)

**Compare:** [Azure Databricks vs Splunk Enterprise](https://www.g2.com/compare/azure-databricks-vs-splunk-enterprise)
**Compare Splunk Enterprise with other alternatives:**
- [Splunk Enterprise vs Alteryx](https://www.g2.com/compare/alteryx-vs-splunk-enterprise)
- [Splunk Enterprise vs Snowflake](https://www.g2.com/compare/snowflake-vs-splunk-enterprise)
- [Splunk Enterprise vs Dataiku](https://www.g2.com/compare/dataiku-vs-splunk-enterprise)
- [Splunk Enterprise vs Cloudera](https://www.g2.com/compare/cloudera-vs-splunk-enterprise)
- [Splunk Enterprise vs IBM Cloud Pak for Data](https://www.g2.com/compare/ibm-cloud-pak-for-data-vs-splunk-enterprise)
- [Splunk Enterprise vs Google Cloud BigQuery](https://www.g2.com/compare/google-cloud-bigquery-vs-splunk-enterprise)
- [Splunk Enterprise vs EXASOL](https://www.g2.com/compare/exasol-vs-splunk-enterprise)
- [Splunk Enterprise vs Qubole](https://www.g2.com/compare/qubole-vs-splunk-enterprise)
- [Splunk Enterprise vs Databricks](https://www.g2.com/compare/databricks-vs-splunk-enterprise)

  ### 4. [Dataiku](https://www.g2.com/products/dataiku/reviews)
By Dataiku
**Average Rating:** 4.4/5
**Total Reviews:** 224
Dataiku is the Universal AI Platform, giving organizations control over their AI talent, processes, and technologies to unleash the creation of analytics, models, and agents.


Reviewers say compared to Azure Databricks, Dataiku is:
- More expensive
- More usable
- Better at support
Categories in common with Azure Databricks: [Big Data Analytics](https://www.g2.com/categories/big-data-analytics)

**Compare:** [Azure Databricks vs Dataiku](https://www.g2.com/compare/azure-databricks-vs-dataiku)
**Compare Dataiku with other alternatives:**
- [Dataiku vs Alteryx](https://www.g2.com/compare/alteryx-vs-dataiku)
- [Dataiku vs Snowflake](https://www.g2.com/compare/dataiku-vs-snowflake)
- [Dataiku vs Splunk Enterprise](https://www.g2.com/compare/dataiku-vs-splunk-enterprise)
- [Dataiku vs Cloudera](https://www.g2.com/compare/cloudera-vs-dataiku)
- [Dataiku vs IBM Cloud Pak for Data](https://www.g2.com/compare/dataiku-vs-ibm-cloud-pak-for-data)
- [Dataiku vs Google Cloud BigQuery](https://www.g2.com/compare/dataiku-vs-google-cloud-bigquery)
- [Dataiku vs EXASOL](https://www.g2.com/compare/dataiku-vs-exasol)
- [Dataiku vs Qubole](https://www.g2.com/compare/dataiku-vs-qubole)
- [Dataiku vs Databricks](https://www.g2.com/compare/databricks-vs-dataiku)

  ### 5. [Cloudera](https://www.g2.com/products/cloudera/reviews)
By Cloudera
**Average Rating:** 4.1/5
**Total Reviews:** 136
Cloudera Enterprise Core provides a single Hadoop storage and management platform that natively combines storage, processing and exploration for the enterprise.


Categories in common with Azure Databricks: [Big Data Analytics](https://www.g2.com/categories/big-data-analytics)

**Compare:** [Azure Databricks vs Cloudera](https://www.g2.com/compare/azure-databricks-vs-cloudera)
**Compare Cloudera with other alternatives:**
- [Cloudera vs Alteryx](https://www.g2.com/compare/alteryx-vs-cloudera)
- [Cloudera vs Snowflake](https://www.g2.com/compare/cloudera-vs-snowflake)
- [Cloudera vs Splunk Enterprise](https://www.g2.com/compare/cloudera-vs-splunk-enterprise)
- [Cloudera vs Dataiku](https://www.g2.com/compare/cloudera-vs-dataiku)
- [Cloudera vs IBM Cloud Pak for Data](https://www.g2.com/compare/cloudera-vs-ibm-cloud-pak-for-data)
- [Cloudera vs Google Cloud BigQuery](https://www.g2.com/compare/cloudera-vs-google-cloud-bigquery)
- [Cloudera vs EXASOL](https://www.g2.com/compare/cloudera-vs-exasol)
- [Cloudera vs Qubole](https://www.g2.com/compare/cloudera-vs-qubole)
- [Cloudera vs Databricks](https://www.g2.com/compare/cloudera-vs-databricks)

  ### 6. [IBM Cloud Pak for Data](https://www.g2.com/products/ibm-cloud-pak-for-data/reviews)
By IBM
**Average Rating:** 4.3/5
**Total Reviews:** 90
Your AI is only as good as the data that feeds it. With IBM Cloud Pak for Data, you can make your data ready for an AI and multi-cloud world and access an array of IBM Watson technologies at your fingertips. Rapidly provision services for data scientists, data engineers and developers so they can work faster than ever. Simplify hybrid data management, unified data governance and integration, data science and business analytics with a single solution.


Categories in common with Azure Databricks: [Big Data Analytics](https://www.g2.com/categories/big-data-analytics)

**Compare:** [Azure Databricks vs IBM Cloud Pak for Data](https://www.g2.com/compare/azure-databricks-vs-ibm-cloud-pak-for-data)
**Compare IBM Cloud Pak for Data with other alternatives:**
- [IBM Cloud Pak for Data vs Alteryx](https://www.g2.com/compare/alteryx-vs-ibm-cloud-pak-for-data)
- [IBM Cloud Pak for Data vs Snowflake](https://www.g2.com/compare/ibm-cloud-pak-for-data-vs-snowflake)
- [IBM Cloud Pak for Data vs Splunk Enterprise](https://www.g2.com/compare/ibm-cloud-pak-for-data-vs-splunk-enterprise)
- [IBM Cloud Pak for Data vs Dataiku](https://www.g2.com/compare/dataiku-vs-ibm-cloud-pak-for-data)
- [IBM Cloud Pak for Data vs Cloudera](https://www.g2.com/compare/cloudera-vs-ibm-cloud-pak-for-data)
- [IBM Cloud Pak for Data vs Google Cloud BigQuery](https://www.g2.com/compare/google-cloud-bigquery-vs-ibm-cloud-pak-for-data)
- [IBM Cloud Pak for Data vs EXASOL](https://www.g2.com/compare/exasol-vs-ibm-cloud-pak-for-data)
- [IBM Cloud Pak for Data vs Qubole](https://www.g2.com/compare/ibm-cloud-pak-for-data-vs-qubole)
- [IBM Cloud Pak for Data vs Databricks](https://www.g2.com/compare/databricks-vs-ibm-cloud-pak-for-data)

  ### 7. [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews)
By Google
**Average Rating:** 4.5/5
**Total Reviews:** 1,224
Analyze Big Data in the cloud with BigQuery. Run fast, SQL-like queries against multi-terabyte datasets in seconds. Scalable and easy to use, BigQuery gives you real-time insights about your data.


Reviewers say compared to Azure Databricks, Google Cloud BigQuery is:
- Easier to admin
Categories in common with Azure Databricks: [Big Data Analytics](https://www.g2.com/categories/big-data-analytics)

**Compare:** [Azure Databricks vs Google Cloud BigQuery](https://www.g2.com/compare/azure-databricks-vs-google-cloud-bigquery)
**Compare Google Cloud BigQuery with other alternatives:**
- [Google Cloud BigQuery vs Alteryx](https://www.g2.com/compare/alteryx-vs-google-cloud-bigquery)
- [Google Cloud BigQuery vs Snowflake](https://www.g2.com/compare/google-cloud-bigquery-vs-snowflake)
- [Google Cloud BigQuery vs Splunk Enterprise](https://www.g2.com/compare/google-cloud-bigquery-vs-splunk-enterprise)
- [Google Cloud BigQuery vs Dataiku](https://www.g2.com/compare/dataiku-vs-google-cloud-bigquery)
- [Google Cloud BigQuery vs Cloudera](https://www.g2.com/compare/cloudera-vs-google-cloud-bigquery)
- [Google Cloud BigQuery vs IBM Cloud Pak for Data](https://www.g2.com/compare/google-cloud-bigquery-vs-ibm-cloud-pak-for-data)
- [Google Cloud BigQuery vs EXASOL](https://www.g2.com/compare/exasol-vs-google-cloud-bigquery)
- [Google Cloud BigQuery vs Qubole](https://www.g2.com/compare/google-cloud-bigquery-vs-qubole)
- [Google Cloud BigQuery vs Databricks](https://www.g2.com/compare/databricks-vs-google-cloud-bigquery)

  ### 8. [EXASOL](https://www.g2.com/products/exasol/reviews)
By EXASOL
**Average Rating:** 4.7/5
**Total Reviews:** 28
EXASOL is a high-performance, in-memory, MPP database specifically designed for in-memory analytics. From business-critical data applications to advanced analytics, the database helps you to analyze large volumes of data in real-time, helping you to accelerate your BI and reporting, and to turn data into value.


Reviewers say compared to Azure Databricks, EXASOL is:
- Easier to admin
- Easier to do business with
- Better at support
Categories in common with Azure Databricks: [Big Data Analytics](https://www.g2.com/categories/big-data-analytics)

**Compare:** [Azure Databricks vs EXASOL](https://www.g2.com/compare/azure-databricks-vs-exasol)
**Compare EXASOL with other alternatives:**
- [EXASOL vs Alteryx](https://www.g2.com/compare/alteryx-vs-exasol)
- [EXASOL vs Snowflake](https://www.g2.com/compare/exasol-vs-snowflake)
- [EXASOL vs Splunk Enterprise](https://www.g2.com/compare/exasol-vs-splunk-enterprise)
- [EXASOL vs Dataiku](https://www.g2.com/compare/dataiku-vs-exasol)
- [EXASOL vs Cloudera](https://www.g2.com/compare/cloudera-vs-exasol)
- [EXASOL vs IBM Cloud Pak for Data](https://www.g2.com/compare/exasol-vs-ibm-cloud-pak-for-data)
- [EXASOL vs Google Cloud BigQuery](https://www.g2.com/compare/exasol-vs-google-cloud-bigquery)
- [EXASOL vs Qubole](https://www.g2.com/compare/exasol-vs-qubole)
- [EXASOL vs Databricks](https://www.g2.com/compare/databricks-vs-exasol)

  ### 9. [Qubole](https://www.g2.com/products/qubole/reviews)
By Qubole
**Average Rating:** 4.0/5
**Total Reviews:** 259
Qubole delivers a Self-Service Platform for Big Data Analytics built on Amazon, Microsoft and Google Clouds


Categories in common with Azure Databricks: [Big Data Analytics](https://www.g2.com/categories/big-data-analytics)

**Compare:** [Azure Databricks vs Qubole](https://www.g2.com/compare/azure-databricks-vs-qubole)
**Compare Qubole with other alternatives:**
- [Qubole vs Alteryx](https://www.g2.com/compare/alteryx-vs-qubole)
- [Qubole vs Snowflake](https://www.g2.com/compare/qubole-vs-snowflake)
- [Qubole vs Splunk Enterprise](https://www.g2.com/compare/qubole-vs-splunk-enterprise)
- [Qubole vs Dataiku](https://www.g2.com/compare/dataiku-vs-qubole)
- [Qubole vs Cloudera](https://www.g2.com/compare/cloudera-vs-qubole)
- [Qubole vs IBM Cloud Pak for Data](https://www.g2.com/compare/ibm-cloud-pak-for-data-vs-qubole)
- [Qubole vs Google Cloud BigQuery](https://www.g2.com/compare/google-cloud-bigquery-vs-qubole)
- [Qubole vs EXASOL](https://www.g2.com/compare/exasol-vs-qubole)
- [Qubole vs Databricks](https://www.g2.com/compare/databricks-vs-qubole)

  ### 10. [Databricks](https://www.g2.com/products/databricks/reviews)
By Databricks Inc.
**Average Rating:** 4.6/5
**Total Reviews:** 1,366
Making big data simple


Reviewers say compared to Azure Databricks, Databricks is:
- Better at support
- Easier to do business with
- Better at meeting requirements
Categories in common with Azure Databricks: [Big Data Analytics](https://www.g2.com/categories/big-data-analytics)

**Compare:** [Azure Databricks vs Databricks](https://www.g2.com/compare/azure-databricks-vs-databricks)
**Compare Databricks with other alternatives:**
- [Databricks vs Alteryx](https://www.g2.com/compare/alteryx-vs-databricks)
- [Databricks vs Snowflake](https://www.g2.com/compare/databricks-vs-snowflake)
- [Databricks vs Splunk Enterprise](https://www.g2.com/compare/databricks-vs-splunk-enterprise)
- [Databricks vs Dataiku](https://www.g2.com/compare/databricks-vs-dataiku)
- [Databricks vs Cloudera](https://www.g2.com/compare/cloudera-vs-databricks)
- [Databricks vs IBM Cloud Pak for Data](https://www.g2.com/compare/databricks-vs-ibm-cloud-pak-for-data)
- [Databricks vs Google Cloud BigQuery](https://www.g2.com/compare/databricks-vs-google-cloud-bigquery)
- [Databricks vs EXASOL](https://www.g2.com/compare/databricks-vs-exasol)
- [Databricks vs Qubole](https://www.g2.com/compare/databricks-vs-qubole)


---
## Azure Databricks Alternatives FAQs

### How does Azure Databricks compare to Alteryx?

According to G2 data, [Azure Databricks](https://www.g2.com/products/azure-databricks/reviews) holds an average rating of 4.5/5 from 236 reviews, while [Alteryx](https://www.g2.com/products/alteryx/reviews) has a slightly higher average rating of 4.6/5 from 817 reviews. Both platforms score equally on Usability (8.7), and Alteryx leads Azure Databricks by 0.1 points in Meeting Requirements (8.8 vs 8.9) and Ease of Doing Business With (8.9 vs 8.8). Azure Databricks scores higher by 0.3 points in Ease of Setup (8.7 vs 8.4) and by 0.2 points in Ease of Admin (8.5 vs 8.3). Both have equal scores in Support (8.5). Users praise Azure Databricks for its ease of use (7 mentions), powerful features (6 mentions), seamless integrations (5 mentions), speed (4 mentions), scalability, and strong analytics capabilities. It excels in handling large datasets, cloud integration, and time-saving automation. However, users note challenges with workflow complexity, setup difficulty, cost management, and a learning curve. Conversely, Alteryx is highly regarded for ease of use (333 mentions), automation (148 mentions), intuitive drag-and-drop workflows (132 mentions), efficiency, and problem-solving capabilities. It is favored for data preparation, blending, and integration with minimal coding, making it accessible to non-technical users. Alteryx&#39;s cons include high cost (88 mentions), learning curve (80 mentions), performance slowdowns on large datasets, and occasional workflow issues. Overall, Azure Databricks is preferred for scalable big data processing with strong cloud-native features and integration, while Alteryx is favored for user-friendly, low-code data preparation and automation workflows. Both platforms have trade-offs in cost and complexity, with Alteryx slightly leading in user satisfaction and ease of business engagement.



### What are the best alternatives to Azure Databricks?

The best alternatives to Azure Databricks include [Alteryx](https://www.g2.com/products/alteryx/reviews) (4.6/5 stars, 817 reviews), [Snowflake](https://www.g2.com/products/snowflake/reviews) (4.5/5 stars, 754 reviews), [Splunk Enterprise](https://www.g2.com/products/splunk-enterprise/reviews) (4.3/5 stars, 433 reviews), and [Dataiku](https://www.g2.com/products/dataiku/reviews) (4.4/5 stars, 202 reviews). These platforms excel in usability, automation, scalability, and collaboration, providing comprehensive big data analytics capabilities.



### What features do alternatives offer that Azure Databricks does not?

Azure Databricks users report challenges with cost management, cluster startup times, debugging, and complexity in setup and usability. Alternatives offer features addressing these areas, such as enhanced automation, unified platforms, and improved collaboration tools.



### Which Big Data Analytics tools do reviewers recommend instead of Azure Databricks?

Reviewers recommend [Alteryx](https://www.g2.com/products/alteryx/reviews) for its intuitive drag-and-drop interface and automation features that simplify complex data workflows, enhancing productivity and reducing manual effort. [Snowflake](https://www.g2.com/products/snowflake/reviews) is favored for its seamless scalability, separation of compute and storage, fast query performance, and secure data sharing, which streamline data management and analytics. [Splunk Enterprise](https://www.g2.com/products/splunk-enterprise/reviews) is recommended for real-time log management, powerful search capabilities, and extensive integrations that support operational intelligence. [Dataiku](https://www.g2.com/products/dataiku/reviews) is praised for unifying data preparation, machine learning, and collaboration in a single platform, enabling both technical and non-technical users to work efficiently together. These alternatives address Azure Databricks’ challenges by offering enhanced ease of use, automation, and collaborative features according to G2 user reviews.



### Why do users choose Alteryx over Azure Databricks?

Users choose [Alteryx](https://www.g2.com/products/alteryx/reviews) over Azure Databricks primarily for its highly intuitive, drag-and-drop, low-code/no-code environment that enables rapid data preparation, blending, and automation without requiring extensive technical skills. Alteryx&#39;s ease of use is highlighted in 333 reviews, with 148 mentions of automation capabilities and 132 mentions of its intuitive interface, making it accessible to both technical and non-technical users. Alteryx significantly reduces time spent on repetitive data tasks, with users reporting dramatic improvements in efficiency and workflow automation. Its visual workflow design allows users to clearly see data transformations step-by-step, which aids in debugging and collaboration. The platform supports a wide range of data sources and integrates well with other analytics tools like Tableau and Power BI, enhancing its utility for business users. Despite its higher licensing costs and occasional performance slowdowns on very large datasets, Alteryx&#39;s user-friendly interface, extensive community support, and ability to empower non-IT professionals to perform complex data tasks are key reasons users prefer it over Azure Databricks. This preference is reinforced by Alteryx&#39;s strong scores in Ease of Doing Business With (8.9 vs 8.8) and equal scores in Support (8.5).




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