# Azure Databricks vs Dremio Comparison

| | Azure Databricks | Dremio | 
|---|---|---|
| **Star Rating** | 4.5 out of 5 | 4.6 out of 5 | 
| **Total Reviews** | 238 | 71 | 
| **Largest Market Segment** | Enterprise (47.9% of reviews) | Enterprise (47.7% of reviews) | 
| **Entry Level Price** | No pricing available | No pricing available | 

---
## Top Pros & Cons

### Azure Databricks

Pros:
- Ease of Use (9 reviews)
- Features (8 reviews)

Cons:
- Complexity (3 reviews)
- Difficult Setup (3 reviews)

### Dremio

Pros:
- Ease of Use (13 reviews)
- Integrations (10 reviews)

Cons:
- Difficulty (5 reviews)
- Poor Customer Support (5 reviews)

---
## Ratings Comparison
| Rating | Azure Databricks | Dremio | 
|---|---|---|
  | **Meets Requirements** | 8.9 (169 reviews) | 8.7 (54 reviews) | 
  | **Ease of Use** | 8.7 (171 reviews) | 9.2 (55 reviews) | 
  | **Ease of Setup** | 8.7 (84 reviews) | 8.5 (49 reviews) | 
  | **Ease of Admin** | 8.5 (61 reviews) | 7.8 (29 reviews) | 
  | **Quality of Support** | 8.5 (155 reviews) | 8.6 (51 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.8 (60 reviews) | 9.1 (28 reviews) | 
  | **Product Direction (% positive)** | 9.5 (160 reviews) | 9.8 (47 reviews) | 

---
## Pricing

### Azure Databricks

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### Dremio

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

---
## Features Comparison By Category

### Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Azure Databricks** | N/A | N/A |
| **Dremio** | N/A | N/A |

#### Reports

| Feature | Azure Databricks | Dremio | 
|---|---|---|
| **Reports Interface** | Not enough data | Not enough data | 
| **Steps to Answer** | Not enough data | Not enough data | 
| **Graphs and Charts** | Not enough data | Not enough data | 
| **Score Cards** | Not enough data | Not enough data | 
| **Dashboards** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Marketing Reports** | Not enough data | Not enough data | 
| **Sales Reports** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Interactive Reports** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 

#### Self Service 

| Feature | Azure Databricks | Dremio | 
|---|---|---|
| **Calculated Fields** | Not enough data | Not enough data | 
| **Data Column Filtering** | Not enough data | Not enough data | 
| **Data Discovery** | Not enough data | Not enough data | 
| **Search** | Not enough data | Not enough data | 
| **Collaboration / Workflow** | Not enough data | Not enough data | 
| **Automodeling** | Not enough data | Not enough data | 
| **Natural Language Search** | Not enough data | Not enough data | 
| **Visual Discovery** | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | 

#### Advanced Analytics

| Feature | Azure Databricks | Dremio | 
|---|---|---|
| **Predictive Analytics** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 
| **Big Data Services** | Not enough data | Not enough data | 
| **Real-Time Analytics** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Real-Time Analytics** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 

#### Building Reports

| Feature | Azure Databricks | Dremio | 
|---|---|---|
| **Data Transformation** | Not enough data | Not enough data | 
| **Data Modeling** | Not enough data | Not enough data | 
| **WYSIWYG Report Design** | Not enough data | Not enough data | 
| **Integration APIs** | Not enough data | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 

#### Platform

| Feature | Azure Databricks | Dremio | 
|---|---|---|
| **Mobile User Support** | Not enough data | Not enough data | 
| **Customization ** | Not enough data | Not enough data | 
| **User, Role, and Access Management** | Not enough data | Not enough data | 
| **Internationalization** | Not enough data | Not enough data | 
| **Sandbox / Test Environments** | Not enough data | Not enough data | 
| **Performance and Reliability** | Not enough data | Not enough data | 
| **Breadth of Partner Applications** | Not enough data | Not enough data | 
| **Mobile Access** | Not enough data | Not enough data | 
| **Metadata Management** | Not enough data | Not enough data | 

#### 

| Feature | Azure Databricks | Dremio | 
|---|---|---|
| **Customizable Branding** | Not enough data | Not enough data | 
| **Natural Language Processing** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Ad hoc Reporting** | Not enough data | Not enough data | 
| **Real-Time Reporting** | Not enough data | Not enough data | 
| **Publishing/Sharing** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Strategic Planning** | Not enough data | Not enough data | 
| **Self Service Data Preparation** | Not enough data | Not enough data | 
| **Trend Analysis** | Not enough data | Not enough data | 
| **Text Analysis** | Not enough data | Not enough data | 
| **Real-Time Monitoring** | Not enough data | Not enough data | 
| **Data Synchronization** | Not enough data | Not enough data | 
| **Widgets** | Not enough data | Not enough data | 
| **Benchmarking** | Not enough data | Not enough data | 
| **Performance Metrics** | Not enough data | Not enough data | 
| **Data Mapping** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 
| **Trend/Problem Indicators** | Not enough data | Not enough data | 
| **Customizable Templates** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Profitability Analysis** | Not enough data | Not enough data | 
| **OLAP** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **Data Connectors** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **Key Performance Indicators** | Not enough data | Not enough data | 
| **Dashboard Creation** | Not enough data | Not enough data | 
| **Role-Based Permissions** | Not enough data | Not enough data | 
| **Data Mining** | Not enough data | Not enough data | 
| **Forecasting** | Not enough data | Not enough data | 
| **Ad hoc Query** | Not enough data | Not enough data | 

### Data Warehouse

| Product | Score | Reviews |
|---|---|---|
| **Azure Databricks** | N/A | N/A |
| **Dremio** | 8.4/10 | 27 |

#### Data Management

| Feature | Azure Databricks | Dremio | 
|---|---|---|
| **Data Integration** | Not enough data | 8.6 (23 reviews) | 
| **Data Compression** | Not enough data | 8.6 (21 reviews) | 
| **Data Quality** | Not enough data | 8.3 (12 reviews) | 
| **Built-In Data Analytics** | Not enough data | 7.7 (20 reviews) | 
| **In-Database Machine Learning** | Not enough data | Feature Not Available | 
| **Data Lake Analytics** | Not enough data | 8.9 (23 reviews) | 

#### Integration

| Feature | Azure Databricks | Dremio | 
|---|---|---|
| **AI/ ML Integration** | Not enough data | Feature Not Available | 
| **BI Tool Integration** | Not enough data | 8.8 (21 reviews) | 
| **Data lake Integration** | Not enough data | 9.0 (22 reviews) | 

#### Deployment

| Feature | Azure Databricks | Dremio | 
|---|---|---|
| **On-Premise** | Not enough data | 8.7 (15 reviews) | 
| **Cloud** | Not enough data | 8.5 (19 reviews) | 

#### Performance 

| Feature | Azure Databricks | Dremio | 
|---|---|---|
| **Scalability** | Not enough data | 8.3 (21 reviews) | 

#### Security

| Feature | Azure Databricks | Dremio | 
|---|---|---|
| **Data Governance** | Not enough data | 8.2 (20 reviews) | 
| **Data Security** | Not enough data | Feature Not Available | 

#### Generative AI

| Feature | Azure Databricks | Dremio | 
|---|---|---|
| **AI Text Generation** | Not enough data | 6.9 (12 reviews) | 
| **AI Text Summarization** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 

#### 

| Feature | Azure Databricks | Dremio | 
|---|---|---|
| **Parallel Processing** | Not enough data | Not enough data | 
| **Ad hoc Analysis** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **In-Database Processing** | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | 
| **Real-Time Reporting** | Not enough data | Not enough data | 
| **Data Synchronization** | Not enough data | Not enough data | 
| **Real-Time Monitoring** | Not enough data | Not enough data | 
| **Data Connectors** | Not enough data | Not enough data | 
| **Performance Metrics** | Not enough data | Not enough data | 
| **Ad hoc Reporting** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Match & Merge** | Not enough data | Not enough data | 
| **Data Transformation** | Not enough data | Not enough data | 
| **Secure Data Storage** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Data Migration** | Not enough data | Not enough data | 
| **In-Memory Processing** | Not enough data | Not enough data | 
| **Data Mapping** | Not enough data | Not enough data | 

### Data as a Service (DaaS)

| Product | Score | Reviews |
|---|---|---|
| **Azure Databricks** | N/A | N/A |
| **Dremio** | 8.3/10 | 11 |

#### Data Management

| Feature | Azure Databricks | Dremio | 
|---|---|---|
| **Data Migration** | Not enough data | 8.6 (11 reviews) | 
| **Managing Data** | Not enough data | 8.8 (11 reviews) | 
| **Secured Data Storage** | Not enough data | Feature Not Available | 

#### Data as a Service

| Feature | Azure Databricks | Dremio | 
|---|---|---|
| **Self-Service Isights** | Not enough data | 7.6 (11 reviews) | 
| **DaaS Quality** | Not enough data | 8.2 (11 reviews) | 

#### Architecture

| Feature | Azure Databricks | Dremio | 
|---|---|---|
| **Data Fabric Creation** | Not enough data | 8.2 (11 reviews) | 
| **DaaS Architecture** | Not enough data | 8.6 (11 reviews) | 

### Semantic Layer Tools

| Product | Score | Reviews |
|---|---|---|
| **Azure Databricks** | N/A | N/A |
| **Dremio** | N/A | N/A |

#### Deployment & Integration - Semantic Layer Tools

| Feature | Azure Databricks | Dremio | 
|---|---|---|
| **Multi-Environment & Multi-Cloud Support** | Not enough data | Not enough data | 
| **Open API & SDK Integration** | Not enough data | Not enough data | 

#### Data Connectivity & Federation - Semantic Layer Tools

| Feature | Azure Databricks | Dremio | 
|---|---|---|
| **Cross-Source Query Federation** | Not enough data | Not enough data | 
| **Dynamic Schema & Metadata Adaptation** | Not enough data | Not enough data | 

#### Data Modeling & Metrics - Semantic Layer Tools

| Feature | Azure Databricks | Dremio | 
|---|---|---|
| **Derived & Calculated Metrics** | Not enough data | Not enough data | 
| **Time Intelligence Functions** | Not enough data | Not enough data | 

#### Performance Optimization - Semantic Layer Tools

| Feature | Azure Databricks | Dremio | 
|---|---|---|
| **Query Caching & Acceleration** | Not enough data | Not enough data | 
| **Adaptive Query Optimization** | Not enough data | Not enough data | 

#### Governance - Semantic Layer Tools

| Feature | Azure Databricks | Dremio | 
|---|---|---|
| **AI Governance & Observability** | Not enough data | Not enough data | 
| **Metric Lineage for AI Training Data** | Not enough data | Not enough data | 
| **Version Control & Change Impact Analysis** | Not enough data | Not enough data | 

#### Advanced Intelligence - Semantic Layer Tools

| Feature | Azure Databricks | Dremio | 
|---|---|---|
| **Natural Language Query Interface** | Not enough data | Not enough data | 
| **Semantic Layer for AI/ML Models** | Not enough data | Not enough data | 
| **Recommendation Engine** | Not enough data | Not enough data | 

#### Agentic AI Enablement - Semantic Layer Tools

| Feature | Azure Databricks | Dremio | 
|---|---|---|
| **Agentic Query Orchestration** | Not enough data | Not enough data | 
| **Contextual Reasoning Layer** | Not enough data | Not enough data | 
| **Workflow Automation via Semantic Agents** | Not enough data | Not enough data | 

### Big Data Processing and Distribution

| Product | Score | Reviews |
|---|---|---|
| **Azure Databricks** | N/A | N/A |
| **Dremio** | 8.7/10 | 24 |

#### Database

| Feature | Azure Databricks | Dremio | 
|---|---|---|
| **Real-Time Data Collection** | Not enough data | Feature Not Available | 
| **Data Distribution** | Not enough data | Feature Not Available | 
| **Data Lake** | Not enough data | Feature Not Available | 

#### Integrations

| Feature | Azure Databricks | Dremio | 
|---|---|---|
| **Hadoop Integration** | Not enough data | 9.0 (18 reviews) | 
| **Spark Integration** | Not enough data | 8.1 (14 reviews) | 

#### Platform

| Feature | Azure Databricks | Dremio | 
|---|---|---|
| **Machine Scaling** | Not enough data | 9.1 (20 reviews) | 
| **Data Preparation** | Not enough data | 8.7 (13 reviews) | 
| **Spark Integration** | Not enough data | 8.1 (14 reviews) | 

#### Processing

| Feature | Azure Databricks | Dremio | 
|---|---|---|
| **Cloud Processing** | Not enough data | 9.2 (20 reviews) | 
| **Workload Processing** | Not enough data | 8.6 (13 reviews) | 

### Big Data Analytics

| Product | Score | Reviews |
|---|---|---|
| **Azure Databricks** | 8.8/10 | 169 |
| **Dremio** | 8.1/10 | 32 |

#### Data Transformation

| Feature | Azure Databricks | Dremio | 
|---|---|---|
| **Real-Time Analytics** | 8.9 (137 reviews) ✓ Verified | Feature Not Available | 
| **Data Querying** | 9.3 (90 reviews) ✓ Verified | 9.2 (26 reviews) | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Predictive Analytics** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 

#### Connectivity

| Feature | Azure Databricks | Dremio | 
|---|---|---|
| **Hadoop Integration** | 8.4 (122 reviews) ✓ Verified | 8.6 (22 reviews) | 
| **Spark Integration** | 9.0 (141 reviews) ✓ Verified | Feature Not Available | 
| **Multi-Source Analysis** | 9.0 (133 reviews) ✓ Verified | 8.9 (23 reviews) | 
| **Data Lake** | 9.2 (138 reviews) ✓ Verified | 9.0 (27 reviews) | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Data Capture and Transfer** | Not enough data | Not enough data | 
| **Trend Analysis** | Not enough data | Not enough data | 
| **What-if Analysis** | Not enough data | Not enough data | 
| **Statistical Analysis** | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | 
| **Ad hoc Analysis** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 

#### Operations

| Feature | Azure Databricks | Dremio | 
|---|---|---|
| **Data Visualization** | 8.4 (132 reviews) ✓ Verified | 7.2 (25 reviews) | 
| **Data Workflow** | 8.7 (134 reviews) ✓ Verified | 7.1 (25 reviews) | 
| **Governed Discovery** | 8.5 (121 reviews) ✓ Verified | 7.8 (27 reviews) | 
| **Embedded Analytics** | 8.5 (113 reviews) ✓ Verified | 7.7 (21 reviews) | 
| **Notebooks** | 9.3 (85 reviews) ✓ Verified | 7.1 (22 reviews) | 
| **Data Discovery** | Not enough data | Not enough data | 

#### 

| Feature | Azure Databricks | Dremio | 
|---|---|---|
| **Data Warehousing** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Data Connectors** | Not enough data | Not enough data | 
| **Ad hoc Reporting** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Alerts/Escalation** | Not enough data | Not enough data | 
| **Templates** | Not enough data | Not enough data | 
| **Forecasting** | Not enough data | Not enough data | 
| **Data Migration** | Not enough data | Not enough data | 
| **Data Transformation** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Data Cleansing** | Not enough data | Not enough data | 
| **Data Synchronization** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Dashboard Creation** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **Data Security** | Not enough data | Not enough data | 
| **SSL Security** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **No-Code** | Not enough data | Not enough data | 
| **High Volume Processing** | Not enough data | Not enough data | 
| **Database Support** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 

### Big Data

| Product | Score | Reviews |
|---|---|---|
| **Azure Databricks** | N/A | N/A |
| **Dremio** | N/A | N/A |

#### Building Reports

| Feature | Azure Databricks | Dremio | 
|---|---|---|
| **Data Transformation** | Not enough data | Not enough data | 
| **Data Modeling** | Not enough data | Not enough data | 
| **WYSIWYG Report Design** | Not enough data | Not enough data | 
| **Integration APIs** | Not enough data | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 

#### Platform

| Feature | Azure Databricks | Dremio | 
|---|---|---|
| **Mobile User Support** | Not enough data | Not enough data | 
| **Customization ** | Not enough data | Not enough data | 
| **User, Role, and Access Management** | Not enough data | Not enough data | 
| **Internationalization** | Not enough data | Not enough data | 
| **Sandbox / Test Environments** | Not enough data | Not enough data | 
| **Performance and Reliability** | Not enough data | Not enough data | 
| **Breadth of Partner Applications** | Not enough data | Not enough data | 
| **Mobile Access** | Not enough data | Not enough data | 
| **Metadata Management** | Not enough data | Not enough data | 

---
## Categories
**Shared Categories (1):** [Big Data Analytics Software](https://www.g2.com/categories/big-data-analytics)


**Unique to Dremio (4):** [Big Data Processing And Distribution Systems](https://www.g2.com/categories/big-data-processing-and-distribution), [Data Warehouse Solutions](https://www.g2.com/categories/data-warehouse), [Data as a Service (DaaS) Software](https://www.g2.com/categories/data-as-a-service-daas), [Semantic Layer Tools](https://www.g2.com/categories/semantic-layer-tools)


---
## Reviewer Demographics

### By Company Size

| Segment | Azure Databricks | Dremio | 
|---|---|---|
| **Small-Business** | 24.2% | 12.3% | 
| **Mid-Market** | 28.0% | 40.0% | 
| **Enterprise** | 47.9% | 47.7% | 

### By Industry

#### Azure Databricks

- **Information Technology and Services:** 23.3%
- **Computer Software:** 11.4%
- **Retail:** 4.8%
- **Financial Services:** 4.8%
- **Automotive:** 3.8%
- **Computer & Network Security:** 3.8%
- **Hospital & Health Care:** 3.8%
- **Health, Wellness and Fitness:** 3.8%
- **Insurance:** 3.3%
- **Logistics and Supply Chain:** 2.9%
- **Other:** 34.3%

#### Dremio

- **Financial Services:** 24.6%
- **Information Technology and Services:** 10.8%
- **Computer Software:** 7.7%
- **Automotive:** 4.6%
- **Marketing and Advertising:** 4.6%
- **Airlines/Aviation:** 3.1%
- **Retail:** 3.1%
- **Banking:** 3.1%
- **Oil & Energy:** 3.1%
- **Entertainment:** 3.1%
- **Other:** 32.3%

---
## Alternatives

### Alternatives to Azure Databricks

- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (891 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.5/5 stars (763 reviews)
- [Splunk Enterprise](https://www.g2.com/products/splunk-enterprise/reviews) — 4.3/5 stars (434 reviews)
- [Dataiku](https://www.g2.com/products/dataiku/reviews) — 4.4/5 stars (224 reviews)
- [Cloudera](https://www.g2.com/products/cloudera/reviews) — 4.1/5 stars (136 reviews)
- [IBM Cloud Pak for Data](https://www.g2.com/products/ibm-cloud-pak-for-data/reviews) — 4.3/5 stars (90 reviews)
- [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1223 reviews)
- [EXASOL](https://www.g2.com/products/exasol/reviews) — 4.7/5 stars (28 reviews)
- [Qubole](https://www.g2.com/products/qubole/reviews) — 4.0/5 stars (259 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (1358 reviews)

### Alternatives to Dremio

- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (1358 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.5/5 stars (763 reviews)
- [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1223 reviews)
- [Starburst](https://www.g2.com/products/starburst/reviews) — 4.4/5 stars (103 reviews)
- [Denodo](https://www.g2.com/products/denodo/reviews) — 4.3/5 stars (47 reviews)
- [Cloudera](https://www.g2.com/products/cloudera/reviews) — 4.1/5 stars (136 reviews)
- [Amazon Redshift](https://www.g2.com/products/amazon-redshift/reviews) — 4.3/5 stars (404 reviews)
- [Teradata Autonomous Knowledge Platform](https://www.g2.com/products/teradata-autonomous-knowledge-platform/reviews) — 4.3/5 stars (376 reviews)
- [Azure Synapse Analytics](https://www.g2.com/products/azure-synapse-analytics/reviews) — 4.4/5 stars (38 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (891 reviews)

---
## Top Discussions

### Azure Databricks

- Title: [What is Azure Databricks used for?](https://www.g2.com/discussions/azure-databricks-what-is-azure-databricks-used-for) — 2 comments
  > **Top comment:** "It is mostly for Data Engineering and Analytics."
- Title: [Is Azure Databricks PaaS or SAAS?](https://www.g2.com/discussions/is-azure-databricks-paas-or-saas) — 2 comments
  > **Top comment:** "Platform as a service "
- Title: [Does Microsoft own Databricks?](https://www.g2.com/discussions/does-microsoft-own-databricks) — 2 comments
  > **Top comment:** "no"
- Title: [When data is small how can I reconfigure cluster to automatically adjust . I don't know which day data coming will be small.](https://www.g2.com/discussions/azure-databricks-when-data-is-small-how-can-i-reconfigure-cluster-to-automatically-adjust-i-don-t-know-which-day-dat) — 1 comment, 1 upvote
  > **Top comment:** "You can't change cluster once create, if u want to change cluster type create a new cluster "
- Title: [What is Databricks Azure?](https://www.g2.com/discussions/what-is-databricks-azure) — 1 comment
  > **Top comment:** "Databricks is the implementation of Apache Spark on Azure. With fully managed Spark clusters, it is used to process large workloads of data and also helps in..."

### Dremio

- Title: [What is a Dremio reflection?](https://www.g2.com/discussions/what-is-a-dremio-reflection) — 1 comment
  > **Top comment:** "Comment deleted by user."

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/azure-databricks-vs-dremio)