# IBM InfoSphere Information Server, SAS Data Management vs Azure Databricks Comparison

| | IBM InfoSphere Information Server | SAS Data Management | Azure Databricks | 
|---|---|---|---|
| **Star Rating** | 4.1 out of 5 | 4.1 out of 5 | 4.5 out of 5 | 
| **Total Reviews** | 23 | 100 | 235 | 
| **Largest Market Segment** | Enterprise (90.9% of reviews) | Enterprise (49.5% of reviews) | Enterprise (48.6% of reviews) | 
| **Entry Level Price** | No pricing available | No pricing available | No pricing available | 

---
## Top Pros & Cons

### IBM InfoSphere Information Server

**Not enough data**

### SAS Data Management

Pros:
- Ease of Use (12 reviews)
- Analytics (5 reviews)

Cons:
- Expensive (7 reviews)
- Not User-Friendly (3 reviews)

### Azure Databricks

Pros:
- Ease of Use (7 reviews)
- Features (6 reviews)

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

---
## Ratings Comparison
| Rating | IBM InfoSphere Information Server | SAS Data Management | Azure Databricks | 
|---|---|---|---|
  | **Meets Requirements** | 8.5 (21 reviews) | 8.4 (79 reviews) | 8.9 (166 reviews) | 
  | **Ease of Use** | 7.2 (19 reviews) | 7.3 (81 reviews) | 8.7 (168 reviews) | 
  | **Ease of Setup** | 7.2 (13 reviews) | 8.5 (28 reviews) | 8.7 (81 reviews) | 
  | **Ease of Admin** | 7.3 (13 reviews) | 8.3 (20 reviews) | 8.5 (61 reviews) | 
  | **Quality of Support** | 7.1 (18 reviews) | 7.9 (67 reviews) | 8.5 (152 reviews) | 
  | **Has the product been a good partner in doing business?** | 7.9 (12 reviews) | 8.1 (21 reviews) | 8.8 (60 reviews) | 
  | **Product Direction (% positive)** | 5.7 (19 reviews) | 7.0 (77 reviews) | 9.5 (157 reviews) | 

---
## Pricing

### IBM InfoSphere Information Server

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### SAS Data Management

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### Azure Databricks

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

---
## Features Comparison By Category

### Data Preparation

| Product | Score | Reviews |
|---|---|---|
| **IBM InfoSphere Information Server** | N/A | N/A |
| **SAS Data Management** | 9.5/10 | 8 |
| **Azure Databricks** | N/A | N/A |

#### Data Source Access

| Feature | IBM InfoSphere Information Server | SAS Data Management | Azure Databricks | 
|---|---|---|---|
| **Breadth of Data Sources** | Not enough data | 9.4 (8 reviews) | Not enough data | 
| **Ease of Data Connectivity** | Not enough data | 9.8 (8 reviews) | Not enough data | 
| **API Connectivity** | Not enough data | 9.8 (8 reviews) | Not enough data | 

#### Data Interaction

| Feature | IBM InfoSphere Information Server | SAS Data Management | Azure Databricks | 
|---|---|---|---|
| **Profiling and Classification** | Not enough data | 9.6 (8 reviews) | Not enough data | 
| **Metadata Management** | Not enough data | 9.4 (8 reviews) | Not enough data | 
| **Data Modeling** | Not enough data | 9.5 (7 reviews) | Not enough data | 
| **Data Joining** | Not enough data | 9.6 (8 reviews) | Not enough data | 
| **Data Blending** | Not enough data | 9.5 (7 reviews) | Not enough data | 
| **Data Quality and Cleansing** | Not enough data | 9.5 (7 reviews) | Not enough data | 
| **Data Sharing** | Not enough data | 9.6 (8 reviews) | Not enough data | 
| **Data Governance** | Not enough data | 9.6 (8 reviews) | Not enough data | 

#### Data Exporting

| Feature | IBM InfoSphere Information Server | SAS Data Management | Azure Databricks | 
|---|---|---|---|
| **Breadth of Integrations** | Not enough data | 9.3 (7 reviews) | Not enough data | 
| **Ease of Integrations** | Not enough data | 9.0 (7 reviews) | Not enough data | 
| **Data Workflows** | Not enough data | 9.8 (8 reviews) | Not enough data | 

#### Generative AI

| Feature | IBM InfoSphere Information Server | SAS Data Management | Azure Databricks | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 

### Data Governance

| Product | Score | Reviews |
|---|---|---|
| **IBM InfoSphere Information Server** | N/A | N/A |
| **SAS Data Management** | N/A | N/A |
| **Azure Databricks** | N/A | N/A |

#### Administration

| Feature | IBM InfoSphere Information Server | SAS Data Management | Azure Databricks | 
|---|---|---|---|
| **Data Modelling** | Not enough data | Not enough data | Not enough data | 
| **Recommendations** | Not enough data | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | Not enough data | 
| **Dashboards and Visualizations** | Not enough data | Not enough data | Not enough data | 

#### Management

| Feature | IBM InfoSphere Information Server | SAS Data Management | Azure Databricks | 
|---|---|---|---|
| **Business Glossary** | Not enough data | Not enough data | Not enough data | 
| **Data Discovery** | Not enough data | Not enough data | Not enough data | 
| **Data Profililng** | Not enough data | Not enough data | Not enough data | 
| **Reporting and Visualization** | Not enough data | Not enough data | Not enough data | 
| **Data Lineage** | Not enough data | Not enough data | Not enough data | 

#### Compliance

| Feature | IBM InfoSphere Information Server | SAS Data Management | Azure Databricks | 
|---|---|---|---|
| **Sensitive Data Compliance** | Not enough data | Not enough data | Not enough data | 
| **Training and Guidelines** | Not enough data | Not enough data | Not enough data | 
| **Policy Enforcement** | Not enough data | Not enough data | Not enough data | 
| **Compliance Monitoring** | Not enough data | Not enough data | Not enough data | 

#### Security

| Feature | IBM InfoSphere Information Server | SAS Data Management | Azure Databricks | 
|---|---|---|---|
| **Access Control** | Not enough data | Not enough data | Not enough data | 
| **Roles Management** | Not enough data | Not enough data | Not enough data | 
| **Compliance Management** | Not enough data | Not enough data | Not enough data | 

#### Data Quality

| Feature | IBM InfoSphere Information Server | SAS Data Management | Azure Databricks | 
|---|---|---|---|
| **Data Preparation** | Not enough data | Not enough data | Not enough data | 
| **Data Distribution** | Not enough data | Not enough data | Not enough data | 
| **Data Unification** | Not enough data | Not enough data | Not enough data | 

#### Maintainence

| Feature | IBM InfoSphere Information Server | SAS Data Management | Azure Databricks | 
|---|---|---|---|
| **Data Quality Management** | Not enough data | Not enough data | Not enough data | 
| **Policy Management** | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | IBM InfoSphere Information Server | SAS Data Management | Azure Databricks | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - Data Governance

| Feature | IBM InfoSphere Information Server | SAS Data Management | Azure Databricks | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

### Data Warehouse

| Product | Score | Reviews |
|---|---|---|
| **IBM InfoSphere Information Server** | N/A | N/A |
| **SAS Data Management** | N/A | N/A |
| **Azure Databricks** | N/A | N/A |

#### Data Management

| Feature | IBM InfoSphere Information Server | SAS Data Management | Azure Databricks | 
|---|---|---|---|
| **Data Integration** | Not enough data | Not enough data | Not enough data | 
| **Data Compression** | Not enough data | Not enough data | Not enough data | 
| **Data Quality** | Not enough data | Not enough data | Not enough data | 
| **Built-In Data Analytics** | Not enough data | Not enough data | Not enough data | 
| **In-Database Machine Learning** | Not enough data | Not enough data | Not enough data | 
| **Data Lake Analytics** | Not enough data | Not enough data | Not enough data | 

#### Integration

| Feature | IBM InfoSphere Information Server | SAS Data Management | Azure Databricks | 
|---|---|---|---|
| **AI/ ML Integration** | Not enough data | Not enough data | Not enough data | 
| **BI Tool Integration** | Not enough data | Not enough data | Not enough data | 
| **Data lake Integration** | Not enough data | Not enough data | Not enough data | 

#### Deployment

| Feature | IBM InfoSphere Information Server | SAS Data Management | Azure Databricks | 
|---|---|---|---|
| **On-Premise** | Not enough data | Not enough data | Not enough data | 
| **Cloud** | Not enough data | Not enough data | Not enough data | 

#### Performance 

| Feature | IBM InfoSphere Information Server | SAS Data Management | Azure Databricks | 
|---|---|---|---|
| **Scalability** | Not enough data | Not enough data | Not enough data | 

#### Security

| Feature | IBM InfoSphere Information Server | SAS Data Management | Azure Databricks | 
|---|---|---|---|
| **Data Governance** | Not enough data | Not enough data | Not enough data | 
| **Data Security** | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | IBM InfoSphere Information Server | SAS Data Management | Azure Databricks | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | 

### Big Data Analytics

| Product | Score | Reviews |
|---|---|---|
| **IBM InfoSphere Information Server** | N/A | N/A |
| **SAS Data Management** | N/A | N/A |
| **Azure Databricks** | 8.8/10 | 166 |

#### Data Transformation

| Feature | IBM InfoSphere Information Server | SAS Data Management | Azure Databricks | 
|---|---|---|---|
| **Real-Time Analytics** | Not enough data | Not enough data | 8.9 (135 reviews) ✓ Verified | 
| **Data Querying** | Not enough data | Not enough data | 9.3 (88 reviews) ✓ Verified | 

#### Connectivity

| Feature | IBM InfoSphere Information Server | SAS Data Management | Azure Databricks | 
|---|---|---|---|
| **Hadoop Integration** | Not enough data | Not enough data | 8.4 (121 reviews) ✓ Verified | 
| **Spark Integration** | Not enough data | Not enough data | 9.0 (138 reviews) ✓ Verified | 
| **Multi-Source Analysis** | Not enough data | Not enough data | 9.0 (130 reviews) ✓ Verified | 
| **Data Lake** | Not enough data | Not enough data | 9.2 (136 reviews) ✓ Verified | 

#### Operations

| Feature | IBM InfoSphere Information Server | SAS Data Management | Azure Databricks | 
|---|---|---|---|
| **Data Visualization** | Not enough data | Not enough data | 8.3 (130 reviews) ✓ Verified | 
| **Data Workflow** | Not enough data | Not enough data | 8.7 (131 reviews) ✓ Verified | 
| **Governed Discovery** | Not enough data | Not enough data | 8.5 (119 reviews) ✓ Verified | 
| **Embedded Analytics** | Not enough data | Not enough data | 8.5 (112 reviews) ✓ Verified | 
| **Notebooks** | Not enough data | Not enough data | 9.3 (82 reviews) ✓ Verified | 

### Data Quality

| Product | Score | Reviews |
|---|---|---|
| **IBM InfoSphere Information Server** | N/A | N/A |
| **SAS Data Management** | 8.1/10 | 14 |
| **Azure Databricks** | N/A | N/A |

#### Functionality

| Feature | IBM InfoSphere Information Server | SAS Data Management | Azure Databricks | 
|---|---|---|---|
| **Identification** | Not enough data | 8.8 (12 reviews) | Not enough data | 
| **Correction** | Not enough data | 7.4 (13 reviews) | Not enough data | 
| **Normalization** | Not enough data | 8.8 (12 reviews) | Not enough data | 
| **Preventative Cleaning** | Not enough data | 8.3 (12 reviews) | Not enough data | 
| **Data Matching** | Not enough data | 8.7 (13 reviews) | Not enough data | 

#### Management

| Feature | IBM InfoSphere Information Server | SAS Data Management | Azure Databricks | 
|---|---|---|---|
| **Reporting** | Not enough data | 8.2 (13 reviews) | Not enough data | 
| **Automation** | Not enough data | 8.2 (13 reviews) | Not enough data | 
| **Quality Audits** | Not enough data | 8.3 (13 reviews) | Not enough data | 
| **Dashboard** | Not enough data | 7.7 (13 reviews) | Not enough data | 
| **Governance** | Not enough data | 7.4 (13 reviews) | Not enough data | 

#### Generative AI

| Feature | IBM InfoSphere Information Server | SAS Data Management | Azure Databricks | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | 7.6 (9 reviews) | Not enough data | 
| **AI Text Summarization** | Not enough data | 7.4 (9 reviews) | Not enough data | 

### Big Data

| Product | Score | Reviews |
|---|---|---|
| **IBM InfoSphere Information Server** | N/A | N/A |
| **SAS Data Management** | N/A | N/A |
| **Azure Databricks** | N/A | N/A |

#### Building Reports

| Feature | IBM InfoSphere Information Server | SAS Data Management | Azure Databricks | 
|---|---|---|---|
| **Data Transformation** | Not enough data | Not enough data | Not enough data | 
| **Data Modeling** | Not enough data | Not enough data | Not enough data | 
| **WYSIWYG Report Design** | Not enough data | Not enough data | Not enough data | 
| **Integration APIs** | Not enough data | Not enough data | Not enough data | 

#### Platform

| Feature | IBM InfoSphere Information Server | SAS Data Management | Azure Databricks | 
|---|---|---|---|
| **Mobile User Support** | Not enough data | Not enough data | Not enough data | 
| **Customization ** | Not enough data | Not enough data | Not enough data | 
| **User, Role, and Access Management** | Not enough data | Not enough data | Not enough data | 
| **Internationalization** | Not enough data | Not enough data | Not enough data | 
| **Sandbox / Test Environments** | Not enough data | Not enough data | Not enough data | 
| **Performance and Reliability** | Not enough data | Not enough data | Not enough data | 
| **Breadth of Partner Applications** | Not enough data | Not enough data | Not enough data | 

---
## Categories

**Unique to IBM InfoSphere Information Server (3):** [On-Premise Data Integration Software](https://www.g2.com/categories/on-premise-data-integration), [Data Warehouse Solutions](https://www.g2.com/categories/data-warehouse), [Data Quality Tools](https://www.g2.com/categories/data-quality)

**Unique to SAS Data Management (4):** [Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms), [Data Governance Tools](https://www.g2.com/categories/data-governance-tools), [Data Preparation Software](https://www.g2.com/categories/data-preparation), [Data Quality Tools](https://www.g2.com/categories/data-quality)

**Unique to Azure Databricks (1):** [Big Data Analytics Software](https://www.g2.com/categories/big-data-analytics)


---
## Reviewer Demographics

### By Company Size

| Segment | IBM InfoSphere Information Server | SAS Data Management | Azure Databricks | 
|---|---|---|---|
| **Small-Business** | 0% | 26.8% | 24.0% | 
| **Mid-Market** | 9.1% | 23.7% | 27.4% | 
| **Enterprise** | 90.9% | 49.5% | 48.6% | 

### By Industry

#### IBM InfoSphere Information Server

- **Financial Services:** 27.3%
- **Information Technology and Services:** 22.7%
- **Oil & Energy:** 9.1%
- **Utilities:** 4.5%
- **Medical Devices:** 4.5%
- **Insurance:** 4.5%
- **Information Services:** 4.5%
- **Education Management:** 4.5%
- **Consumer Services:** 4.5%
- **Computer Software:** 4.5%
- **Other:** 9.1%

#### SAS Data Management

- **Higher Education:** 14.4%
- **Research:** 10.3%
- **Banking:** 9.3%
- **Hospital & Health Care:** 7.2%
- **Information Technology and Services:** 7.2%
- **Financial Services:** 6.2%
- **Computer Software:** 4.1%
- **Health, Wellness and Fitness:** 4.1%
- **Government Administration:** 3.1%
- **Insurance:** 3.1%
- **Other:** 30.9%

#### Azure Databricks

- **Information Technology and Services:** 23.2%
- **Computer Software:** 11.6%
- **Retail:** 4.8%
- **Financial Services:** 4.8%
- **Automotive:** 3.9%
- **Hospital & Health Care:** 3.9%
- **Insurance:** 3.4%
- **Computer & Network Security:** 3.4%
- **Health, Wellness and Fitness:** 3.4%
- **Logistics and Supply Chain:** 2.9%
- **Other:** 34.8%

---
## Alternatives

### Alternatives to IBM InfoSphere Information Server

- [SAP Data Management](https://www.g2.com/products/sap-data-management/reviews) — 4.0/5 stars (32 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (754 reviews)
- [Amazon Redshift](https://www.g2.com/products/amazon-redshift/reviews) — 4.3/5 stars (402 reviews)
- [DemandTools](https://www.g2.com/products/demandtools/reviews) — 4.6/5 stars (284 reviews)
- [Informatica Cloud Data Quality](https://www.g2.com/products/informatica-cloud-data-quality/reviews) — 4.1/5 stars (20 reviews)
- [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1227 reviews)
- [ZoomInfo Operations](https://www.g2.com/products/zoominfo-operations/reviews) — 0.0/5 stars (0 reviews)
- [Microsoft SQL Server](https://www.g2.com/products/microsoft-sql-server/reviews) — 4.4/5 stars (2280 reviews)
- [Teradata Vantage](https://www.g2.com/products/teradata-teradata-vantage/reviews) — 4.3/5 stars (375 reviews)
- [SnapLogic Intelligent Integration Platform (IIP)](https://www.g2.com/products/snaplogic-intelligent-integration-platform-iip/reviews) — 4.4/5 stars (398 reviews)

### Alternatives to SAS Data Management

- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (754 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (783 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (810 reviews)
- [Amazon Redshift](https://www.g2.com/products/amazon-redshift/reviews) — 4.3/5 stars (402 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews)
- [HubSpot Data Hub](https://www.g2.com/products/hubspot-data-hub/reviews) — 4.5/5 stars (576 reviews)
- [SnapLogic Intelligent Integration Platform (IIP)](https://www.g2.com/products/snaplogic-intelligent-integration-platform-iip/reviews) — 4.4/5 stars (398 reviews)
- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3653 reviews)
- [Demandbase One](https://www.g2.com/products/demandbase-one/reviews) — 4.4/5 stars (1947 reviews)
- [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1227 reviews)

### Alternatives to Azure Databricks

- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (810 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (754 reviews)
- [Splunk Enterprise](https://www.g2.com/products/splunk-enterprise/reviews) — 4.3/5 stars (433 reviews)
- [Dataiku](https://www.g2.com/products/dataiku/reviews) — 4.4/5 stars (198 reviews)
- [Cloudera Data Platform](https://www.g2.com/products/cloudera-cloudera-data-platform/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 (88 reviews)
- [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1227 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)
- [Dremio](https://www.g2.com/products/dremio/reviews) — 4.6/5 stars (70 reviews)

---
## Top Discussions

### IBM InfoSphere Information Server

No discussions available for this product.

### SAS Data Management

No discussions available for this product.

### Azure Databricks

- 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 Azure Databricks used for?](https://www.g2.com/discussions/azure-databricks-what-is-azure-databricks-used-for) — 1 comment
  > **Top comment:** "It is mostly for Data Engineering and Analytics."
- 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..."

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/ibm-infosphere-information-server-vs-sas-data-management-vs-azure-databricks)