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# Ab Initio vs SAS Data Management Comparison - What are their main differences?

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Ab InitioSAS Data Management[+ Add Product](#)

Pricing

**Ab Initio**
No pricing available

**SAS Data Management**
No pricing available

**Pricing Insights**
from reviews

Time to Implement

**Ab Initio**
Not enough reviews yet

**SAS Data Management**
Not enough reviews yet

Return on Investment

**Ab Initio**
Not enough reviews yet

**SAS Data Management**
Not enough reviews yet

Perceived Cost

**Ab Initio**
$$$$$

**SAS Data Management**
$$$$$

Average Discount

**Ab Initio**
Not enough reviews yet

**SAS Data Management**
Not enough reviews yet

**Pros & Cons**
from reviews

**Ab Initio**
Not enough data

**SAS Data Management**
[
Ease of Use (12)
](https://www.g2.com/products/sas-data-management/reviews?filters%5Bsentiment_snippet%5D=2411465&qs=pros-and-cons#reviews)[
Analytics (5)
](https://www.g2.com/products/sas-data-management/reviews?filters%5Bsentiment_snippet%5D=2411108&qs=pros-and-cons#reviews)[
Expensive (7)
](https://www.g2.com/products/sas-data-management/reviews?filters%5Bsentiment_snippet%5D=2411304&qs=pros-and-cons#reviews)[
Not User-Friendly (3)
](https://www.g2.com/products/sas-data-management/reviews?filters%5Bsentiment_snippet%5D=2411474&qs=pros-and-cons#reviews)

**Ratings**
from reviews

Meets Requirements

**Ab Initio**

8.8

8.816

**SAS Data Management**

8.4

8.479

Ease of Use

**Ab Initio**

8.5

8.516

**SAS Data Management**

7.3

7.381

Ease of Setup

**Ab Initio**
Not enough data

**SAS Data Management**

8.5

8.528

Ease of Admin

**Ab Initio**
Not enough data

**SAS Data Management**

8.3

8.320

Quality of Support

**Ab Initio**

8.6

8.615

**SAS Data Management**

7.9

7.967

Has the product been a good partner in doing business?

**Ab Initio**

8.7

8.75

**SAS Data Management**

8.1

8.121

Product Direction (% positive)

**Ab Initio**

7.8

7.816

**SAS Data Management**

7.0

7.077

**Features**
ratings from reviews

Data Preparation[Hide 25 FeaturesShow 25 Features](javascript:void(0);)

Not enough data

9.5

8

Data Source Access

Breadth of Data Sources

Not enough data

9.4(won by default)

8

Ease of Data Connectivity

Not enough data

9.8(won by default)

8

API Connectivity

Not enough data

9.8(won by default)

8

Data Interaction

Profiling and Classification

Not enough data

9.6(won by default)

8

Metadata Management

Not enough data

9.4(won by default)

8

Data Modeling

Not enough data

9.5(won by default)

7

Data Joining

Not enough data

9.6(won by default)

8

Data Blending

Not enough data

9.5(won by default)

7

Data Quality and Cleansing

Not enough data

9.5(won by default)

7

Data Sharing

Not enough data

9.6(won by default)

8

Data Governance

Not enough data

9.6(won by default)

8

Data Exporting

Breadth of Integrations

Not enough data

9.3(won by default)

7

Ease of Integrations

Not enough data

9.0(won by default)

7

Data Workflows

Not enough data

9.8(won by default)

8

Generative AI

AI Text Generation

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Additional Functionality

Data Analysis Tools

Not enough data

Not enough data

AI/Machine Learning

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Data Mapping

Not enough data

Not enough data

ETL

Not enough data

Not enough data

Big Data Analytics

Not enough data

Not enough data

Data Quality Control

Not enough data

Not enough data

ETL Tools[Hide 57 FeaturesShow 57 Features](javascript:void(0);)

8.3

9

Not enough data

Management

Reporting

8.3(won by default)

6

Not enough data

Auditing

7.0(won by default)

5

Not enough data

Functionality

Extraction

8.9(won by default)

9

Not enough data

Transformation

9.1(won by default)

9

Not enough data

Loading

9.1(won by default)

9

Not enough data

Automation

7.6(won by default)

9

Not enough data

Scalability

8.3(won by default)

9

Not enough data

Non-Relational Transformations

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

Additional Functionality

Data Mapping

Not enough data

Not enough data

Monitoring

Not enough data

Not enough data

Charting

Not enough data

Not enough data

Integration Management

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Ad hoc Analysis

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

API

Not enough data

Not enough data

Match & Merge

Not enough data

Not enough data

Real-Time Monitoring

Not enough data

Not enough data

Metadata Management

Not enough data

Not enough data

Pipeline Management

Not enough data

Not enough data

Job Scheduling

Not enough data

Not enough data

Dashboard Creation

Not enough data

Not enough data

Data Storage Management

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Data Quality Control

Not enough data

Not enough data

Data Connectors

Not enough data

Not enough data

Customizable Reports

Not enough data

Not enough data

Single Sign On

Not enough data

Not enough data

Version Control

Not enough data

Not enough data

Visual Analytics

Not enough data

Not enough data

Accounting Integration

Not enough data

Not enough data

Real-Time Data

Not enough data

Not enough data

eCommerce Management

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

CRM

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

SSL Security

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Real-Time Analytics

Not enough data

Not enough data

Data Capture and Transfer

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

Performance Management

Not enough data

Not enough data

Data Synchronization

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Data Replication

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Database Support

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

Alerts/Notifications

Not enough data

Not enough data

Predictive Analytics

Not enough data

Not enough data

Data Migration

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Reporting & Statistics

Not enough data

Not enough data

Data Analysis Tools

Not enough data

Not enough data

Data Quality[Hide 49 FeaturesShow 49 Features](javascript:void(0);)

Not enough data

8.1

15

Functionality

Identification

Not enough data

8.8(won by default)

12

Correction

Not enough data

7.4(won by default)

13

Normalization

Not enough data

8.8(won by default)

12

Preventative Cleaning

Not enough data

8.3(won by default)

12

Data Matching

Not enough data

8.7(won by default)

13

Real-Time Data

Not enough data

Not enough data

Management

Reporting

Not enough data

8.2(won by default)

13

Automation

Not enough data

8.2(won by default)

13

Quality Audits

Not enough data

8.3(won by default)

13

Dashboard

Not enough data

7.7(won by default)

13

Governance

Not enough data

7.4(won by default)

13

Generative AI

AI Text Generation

Not enough data

7.6(won by default)

9

AI Text Summarization

Not enough data

7.4(won by default)

9

Generative AI

Not enough data

Not enough data

Additional Functionality

Metadata Management

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Data Synchronization

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Customizable Rules

Not enough data

Not enough data

Master Data Management

Not enough data

Not enough data

Monitoring

Not enough data

Not enough data

Data Transformation

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

Self Service Portal

Not enough data

Not enough data

Customer Database

Not enough data

Not enough data

Data Verification

Not enough data

Not enough data

Data Migration

Not enough data

Not enough data

Multi-Language

Not enough data

Not enough data

Single Sign On

Not enough data

Not enough data

Duplicate Detection

Not enough data

Not enough data

Email Address Extraction

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Data Profiling

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

Data Mapping

Not enough data

Not enough data

Address Validation

Not enough data

Not enough data

Match & Merge

Not enough data

Not enough data

Performance Metrics

Not enough data

Not enough data

Visual Analytics

Not enough data

Not enough data

Version Control

Not enough data

Not enough data

API

Not enough data

Not enough data

Data Capture and Transfer

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Compliance Management

Not enough data

Not enough data

Data Discovery

Not enough data

Not enough data

Show 2 feature categories with incomplete data

Data Governance[Hide 70 FeaturesShow 70 Features](javascript:void(0);)

Not enough data

Not enough data

Administration

Data Modelling

Not enough data

Not enough data

Recommendations

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

Dashboards and Visualizations

Not enough data

Not enough data

Configurable Workflow

Not enough data

Not enough data

Rules-Based Workflow

Not enough data

Not enough data

Management

Business Glossary

Not enough data

Not enough data

Data Discovery

Not enough data

Not enough data

Data Profililng

Not enough data

Not enough data

Reporting and Visualization

Not enough data

Not enough data

Data Lineage

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

Compliance

Sensitive Data Compliance

Not enough data

Not enough data

Training and Guidelines

Not enough data

Not enough data

Policy Enforcement

Not enough data

Not enough data

Compliance Monitoring

Not enough data

Not enough data

Real-Time Monitoring

Not enough data

Not enough data

Security

Access Control

Not enough data

Not enough data

Roles Management

Not enough data

Not enough data

Compliance Management

Not enough data

Not enough data

Deletion Management

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

User Management

Not enough data

Not enough data

Process Management

Not enough data

Not enough data

Audit Management

Not enough data

Not enough data

Metadata Management

Not enough data

Not enough data

Data Quality

Data Preparation

Not enough data

Not enough data

Data Distribution

Not enough data

Not enough data

Data Unification

Not enough data

Not enough data

Maintainence

Data Quality Management

Not enough data

Not enough data

Policy Management

Not enough data

Not enough data

Data Storage Management

Not enough data

Not enough data

Generative AI

AI Text Generation

Not enough data

Not enough data

AI Text Summarization

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Agentic AI - Data Governance

Autonomous Task Execution

Not enough data

Not enough data

Multi-step Planning

Not enough data

Not enough data

Cross-system Integration

Not enough data

Not enough data

Adaptive Learning

Not enough data

Not enough data

Natural Language Interaction

Not enough data

Not enough data

Decision Making

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Active Directory Integration

Not enough data

Not enough data

Additional Functionality

AI Copilot

Not enough data

Not enough data

Reporting & Statistics

Not enough data

Not enough data

Data Migration

Not enough data

Not enough data

Archiving & Retention

Not enough data

Not enough data

Data Capture and Transfer

Not enough data

Not enough data

Audit Trail

Not enough data

Not enough data

Data Synchronization

Not enough data

Not enough data

Single Sign On

Not enough data

Not enough data

Customizable Reports

Not enough data

Not enough data

Data Profiling

Not enough data

Not enough data

Authentication

Not enough data

Not enough data

Role-Based Permissions

Not enough data

Not enough data

Tagging

Not enough data

Not enough data

Secure Data Storage

Not enough data

Not enough data

Data Security

Not enough data

Not enough data

HIPAA Compliant

Not enough data

Not enough data

SSL Security

Not enough data

Not enough data

Risk Assessment

Not enough data

Not enough data

Data Mapping

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Self Service Portal

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

Document Storage

Not enough data

Not enough data

API

Not enough data

Not enough data

Activity Tracking

Not enough data

Not enough data

Automatic Backup

Not enough data

Not enough data

Visual Analytics

Not enough data

Not enough data

Data Mapping[Hide 8 FeaturesShow 8 Features](javascript:void(0);)

Not enough data

Not enough data

Functionality

Data visualisation

Not enough data

Not enough data

Data transformation

Not enough data

Not enough data

Data migration

Not enough data

Not enough data

Process various formats

Not enough data

Not enough data

No-code functionality

Not enough data

Not enough data

Data manipulation

Not enough data

Not enough data

Analytics

Not enough data

Not enough data

Reporting

Not enough data

Not enough data

User Insights

Reviewers' Company Size

[![Ab Initio](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_b6ec9442f4b8b2bc54eebeb265353f5f/ab-initio.png "Ab Initio")](https://www.g2.com/products/ab-initio/reviews)

Ab Initio

Small-Business(50 or fewer emp.)

4.5%

Mid-Market(51-1000 emp.)

9.1%

Enterprise(\> 1000 emp.)

86.4%

[![SAS Data Management](https://images.g2crowd.com/uploads/product/hd_favicon/96cd90474ae66e9234e438aee9b33c58/sas-data-management.svg "SAS Data Management")](https://www.g2.com/products/sas-data-management/reviews)

SAS Data Management

Small-Business(50 or fewer emp.)

26.8%

Mid-Market(51-1000 emp.)

23.7%

Enterprise(\> 1000 emp.)

49.5%

Small-Business

(50 or fewer emp.)

4.5%

26.8%

Mid-Market

(51-1000 emp.)

9.1%

23.7%

Enterprise

(\> 1000 emp.)

86.4%

49.5%

Reviewers' Industry

[![Ab Initio](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_b6ec9442f4b8b2bc54eebeb265353f5f/ab-initio.png "Ab Initio")](https://www.g2.com/products/ab-initio/reviews)
Ab Initio

Information Technology and Services

38.1%

Banking

28.6%

Insurance

19.0%

Telecommunications

9.5%

Retail

4.8%

Other

0.0%

[![SAS Data Management](https://images.g2crowd.com/uploads/product/hd_favicon/96cd90474ae66e9234e438aee9b33c58/sas-data-management.svg "SAS Data Management")](https://www.g2.com/products/sas-data-management/reviews)
SAS Data Management

Higher Education

14.4%

Research

10.3%

Banking

9.3%

Hospital & Health Care

7.2%

Information Technology and Services

7.2%

Other

51.5%

Alternatives

**Ab Initio Alternatives**

 ![IBM DataStage](https://images.g2crowd.com/uploads/product/hd_favicon/d5f47a126ea8e1be448ba629e8897652/ibm-datastage.svg "IBM DataStage")

[
IBM DataStage
](/products/ibm-datastage/reviews)

 ![AWS Glue](https://images.g2crowd.com/uploads/product/hd_favicon/1528476465/aws-glue.svg "AWS Glue")

[
AWS Glue
](/products/aws-glue/reviews)

 ![Google Cloud BigQuery](https://images.g2crowd.com/uploads/product/hd_favicon/875b8a68eca98ce3458f26e9dd34cdf9/google-cloud-bigquery.svg "Google Cloud BigQuery")

[
BigQuery
](/products/google-cloud-bigquery/reviews)

 ![Azure Data Factory](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_f176b4154a751d10150daa67a57b7dc5/azure-data-factory.jpg "Azure Data Factory")

[
Azure Data Factory
](/products/azure-data-factory/reviews)

**SAS Data Management Alternatives**

 ![Snowflake](https://images.g2crowd.com/uploads/product/hd_favicon/1544409170/snowflake.svg "Snowflake")

[
Snowflake
](/products/snowflake/reviews)

 ![Databricks](https://images.g2crowd.com/uploads/product/hd_favicon/135d1c9e39e19ef56dc8d0bf90fce20f/databricks.svg "Databricks")

[
Databricks
](/products/databricks/reviews)

 ![Alteryx](https://images.g2crowd.com/uploads/product/hd_favicon/5200f776b24b5976b8f7d151d1d2e8fd/alteryx.svg "Alteryx")

[
Alteryx
](/products/alteryx/reviews)

 ![Amazon Redshift](https://images.g2crowd.com/uploads/product/hd_favicon/1528476479/amazon-redshift.svg "Amazon Redshift")

[
Amazon Redshift
](/products/amazon-redshift/reviews)

## Ab Initio vs SAS Data Management

- Reviewers felt that Ab Initio meets the needs of their business better than SAS Data Management.
- When comparing quality of ongoing product support, reviewers felt that Ab Initio is the preferred option.
- For feature updates and roadmaps, our reviewers preferred the direction of Ab Initio over SAS Data Management.