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# DWSIM vs MATLAB Comparison - What are their main differences?

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DWSIMMATLAB[+ Add Product](#)

Reviews

**DWSIM** [

4.6/5(31)

](https://www.g2.com/products/dwsim/reviews#reviews)

**MATLAB** [

4.5/5(773)

](https://www.g2.com/products/matlab/reviews#reviews)

Pricing

**DWSIM**
No pricing available

**MATLAB**
No pricing available

**Pricing Insights**
from reviews

Time to Implement

**DWSIM**
Not enough reviews yet

**MATLAB**
4 months

Based on 5 responses

Return on Investment

**DWSIM**
Not enough reviews yet

**MATLAB**
Not enough reviews yet

Perceived Cost

**DWSIM**
$$$$$

**MATLAB**
$$$$$

Average Discount

**DWSIM**
Not enough reviews yet

**MATLAB**
Not enough reviews yet

Pros & Cons

**DWSIM**
Not enough data

**MATLAB**
[
Ease of Use (19)
](https://www.g2.com/products/matlab/reviews?filters%5Bsentiment_snippet%5D=1265966&qs=pros-and-cons#reviews)[
Features (16)
](https://www.g2.com/products/matlab/reviews?filters%5Bsentiment_snippet%5D=1266516&qs=pros-and-cons#reviews)[
Expensive (12)
](https://www.g2.com/products/matlab/reviews?filters%5Bsentiment_snippet%5D=1266570&qs=pros-and-cons#reviews)[
Slow Performance (10)
](https://www.g2.com/products/matlab/reviews?filters%5Bsentiment_snippet%5D=1266280&qs=pros-and-cons#reviews)

Integrations

**DWSIM**
Not enough data

**MATLAB**
[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_27c939b72cd9ab5f3b2936692eb7fa83/actcad-actcad-bim.png "Product Avatar Image")

ActCAD BIM

](https://www.g2.com/products/actcad-actcad-bim/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_579a29f62e488adb338feedadc07ae70/python.png "Product Avatar Image")

Python

](https://www.g2.com/products/python/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_625cff01357c880e03781181b202629b/python-sql.jpg "Product Avatar Image")

python sql

](https://www.g2.com/products/python-sql/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_d5738f5e7922b4552c3ba543a2b9dee6/simulink.jpeg "Product Avatar Image")

Simulink

](https://www.g2.com/products/simulink/reviews)[
View all
](https://www.g2.com/products/matlab/integrations)

Ratings

Meets Requirements

**DWSIM**

9.1

9.123

**MATLAB**

9.0

9.0679

Ease of Use

**DWSIM**

9.3

9.322

**MATLAB**

8.3

8.3688

Ease of Setup

**DWSIM**
Not enough data

**MATLAB**

8.6

8.690

Ease of Admin

**DWSIM**
Not enough data

**MATLAB**

8.4

8.441

Quality of Support

**DWSIM**

9.2

9.222

**MATLAB**

8.6

8.6630

Has the product been a good partner in doing business?

**DWSIM**
Not enough data

**MATLAB**

8.4

8.438

Product Direction (% positive)

**DWSIM**

8.3

8.321

**MATLAB**

8.8

8.8676

Features

Simulation & CAE[Hide 65 FeaturesShow 65 Features](javascript:void(0);)

8.7

22

8.5

220

Design

3D/solid modeling Tools

8.5(won by 0.1)

20

8.4

147

Drawing Tools

8.8(won by 0.6)

20

 (There is a greater than 0.5 difference between this product's rating and its competitors)

8.2

164

Editing Tools

8.5(won by 0.4)

20

8.1

166

Rendering tools

8.3(won by 0.3)

20

8.0

141

Stochastic Modeling

Not enough data

Not enough data

Presentation Tools

Not enough data

Not enough data

Tools

Fluid analysis

8.8(won by 0.4)

20

8.4

127

Finite element analysis

8.7(won by 0.2)

20

8.5

150

Multibody dynamics

8.7(won by 0.3)

21

8.4

132

Design Analysis

Not enough data

Not enough data

Work

Discrete event modeling

8.9(won by 0.1)

20

8.8

159

Continuous event modeling

8.9(tied score)

20

8.9(tied score)

161

Mechanical event simulation

8.5

19

8.7(won by 0.2)

145

Manufacturing process simulation

9.0(won by 0.7)

21

 (There is a greater than 0.5 difference between this product's rating and its competitors)

8.3

135

Integrate

8.5(won by 0.1)

20

8.4

141

Turbulence Modeling

Not enough data

Not enough data

Motion Modeling

Not enough data

Not enough data

Dynamic Modeling

Not enough data

Not enough data

Mathematical Modeling

Not enough data

Not enough data

Agent-Based Modeling

Not enough data

Not enough data

Monte Carlo Simulation

Not enough data

Not enough data

Environment

Hardware support

9.0(won by 0.6)

21

 (There is a greater than 0.5 difference between this product's rating and its competitors)

8.4

163

Task

8.5

21

8.7(won by 0.2)

162

Manage Multiple Profiles

8.4(tied score)

20

8.4(tied score)

138

Command Clarity

8.8(tied score)

20

8.8(tied score)

177

Additional Functionality

Activity Dashboard

Not enough data

Not enough data

Configurable Workflow

Not enough data

Not enough data

API

Not enough data

Not enough data

Data Verification

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

3D Imaging

Not enough data

Not enough data

Projections

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Design Management

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Real-Time Monitoring

Not enough data

Not enough data

Version Control

Not enough data

Not enough data

Visual Analytics

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

Direct Manipulation

Not enough data

Not enough data

Scenario Planning

Not enough data

Not enough data

Product Data Management

Not enough data

Not enough data

Predictive Analytics

Not enough data

Not enough data

Change Management

Not enough data

Not enough data

Process Control

Not enough data

Not enough data

Customization

Not enough data

Not enough data

Content Library

Not enough data

Not enough data

Document Management

Not enough data

Not enough data

Real-Time Data

Not enough data

Not enough data

Reporting & Statistics

Not enough data

Not enough data

Rules-Based Workflow

Not enough data

Not enough data

File Management

Not enough data

Not enough data

Compliance Management

Not enough data

Not enough data

Policy Management

Not enough data

Not enough data

Graphical Data Presentation

Not enough data

Not enough data

Customizable Reports

Not enough data

Not enough data

Graphical Workflow Editor

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Industry Specific Database

Not enough data

Not enough data

Project Workflow

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Performance Management

Not enough data

Not enough data

Data Science and Machine Learning Platforms[Hide 75 FeaturesShow 75 Features](javascript:void(0);)

Not enough data

8.4

126

System

Data Ingestion & Wrangling

Not enough data

8.5(won by default)

75

Real-Time Data

Not enough data

Not enough data

Model Development

Language Support

Not enough data

8.5(won by default)

97

Drag and Drop

Not enough data

8.6(won by default)

94

Pre-Built Algorithms

Not enough data

9.1(won by default)

109

Model Training

Not enough data

8.6(won by default)

98

Database Support

Not enough data

Not enough data

Multi-Language

Not enough data

Not enough data

Model Development

Feature Engineering

Not enough data

8.7(won by default)

79

Machine/Deep Learning Services

Computer Vision

Not enough data

8.7(won by default)

90

Natural Language Processing

Not enough data

8.3(won by default)

78

Natural Language Generation

Not enough data

8.2(won by default)

76

Artificial Neural Networks

Not enough data

8.6(won by default)

91

Machine/Deep Learning Services

Natural Language Understanding

Not enough data

8.5(won by default)

69

Deep Learning

Not enough data

8.7(won by default)

77

Deployment

Managed Service

Not enough data

8.4(won by default)

82

Application

Not enough data

8.7(won by default)

93

Scalability

Not enough data

8.4(won by default)

93

Additional Functionality

Customizable Reports

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

Semantic Search

Not enough data

Not enough data

Data Storage Management

Not enough data

Not enough data

Ad hoc Reporting

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Predictive Analytics

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Visual Analytics

Not enough data

Not enough data

Data Mapping

Not enough data

Not enough data

Data Synchronization

Not enough data

Not enough data

Statistical Analysis

Not enough data

Not enough data

Categorization/Grouping

Not enough data

Not enough data

Trend Analysis

Not enough data

Not enough data

Data Profiling

Not enough data

Not enough data

Linked Data Management

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

API

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

Sentiment Analysis

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Data Capture and Transfer

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Monitoring

Not enough data

Not enough data

Data Connectors

Not enough data

Not enough data

Ad hoc Analysis

Not enough data

Not enough data

Text Mining

Not enough data

Not enough data

Reporting & Statistics

Not enough data

Not enough data

Predictive Modeling

Not enough data

Not enough data

Real-Time Analytics

Not enough data

Not enough data

Configurable Workflow

Not enough data

Not enough data

Tagging

Not enough data

Not enough data

Endpoint Management

Not enough data

Not enough data

No-Code

Not enough data

Not enough data

Data Preparation

Not enough data

Not enough data

Auditing

Not enough data

Not enough data

Big Data Analytics

Not enough data

Not enough data

ML Algorithm Library

Not enough data

Not enough data

Data Management

Not enough data

Not enough data

Activity Tracking

Not enough data

Not enough data

Data Security

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

Generative AI

AI Text Generation

Not enough data

8.0(won by default)

14

AI Text Summarization

Not enough data

8.3(won by default)

14

AI Text-to-Image

Not enough data

7.5(won by default)

14

Generative AI

Not enough data

Not enough data

Agentic AI - Data Science and Machine Learning Platforms

Autonomous Task Execution

Not enough data

8.7(won by default)

10

Multi-step Planning

Not enough data

8.7(won by default)

10

Cross-system Integration

Not enough data

8.0(won by default)

11

Adaptive Learning

Not enough data

9.0(won by default)

10

Natural Language Interaction

Not enough data

7.8(won by default)

10

Proactive Assistance

Not enough data

7.7(won by default)

10

Decision Making

Not enough data

8.0(won by default)

10

Third-Party Integrations

Not enough data

Not enough data

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

Not enough data

8.6

85

Data Transformation

Real-Time Analytics

Not enough data

8.7(won by default)

73

|

Verified

Data Querying

Not enough data

8.6(won by default)

45

|

Verified

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

Hadoop Integration

Not enough data

8.3(won by default)

47

|

Verified

Spark Integration

Not enough data

8.6(won by default)

50

|

Verified

Multi-Source Analysis

Not enough data

8.4(won by default)

60

|

Verified

Data Lake

Not enough data

8.3(won by default)

52

|

Verified

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

Data Visualization

Not enough data

9.1(won by default)

75

|

Verified

Data Workflow

Not enough data

8.9(won by default)

69

|

Verified

Embedded Analytics

Not enough data

8.8(won by default)

60

|

Verified

Notebooks

Not enough data

8.8(won by default)

37

|

Verified

Governed Discovery

Not enough data

Feature Not Available

Data Discovery

Not enough data

Not enough data

Additional Functionality

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

Show 2 feature categories with incomplete data

Artificial Intelligence[Hide 37 FeaturesShow 37 Features](javascript:void(0);)

Not enough data

Not enough data

Additional Functionality

Tagging

Not enough data

Not enough data

Natural Language Processing

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

Multi-Language

Not enough data

Not enough data

Predictive Analytics

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Speech Recognition

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Data Storage Management

Not enough data

Not enough data

Virtual Personal Assistant (VPA)

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Customer Segmentation

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

For eCommerce

Not enough data

Not enough data

Role-Based Permissions

Not enough data

Not enough data

Customizable Branding

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Monitoring

Not enough data

Not enough data

Document Management

Not enough data

Not enough data

API

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

Trend Analysis

Not enough data

Not enough data

Machine Learning

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Alerts/Escalation

Not enough data

Not enough data

Performance Metrics

Not enough data

Not enough data

Real-Time Data

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Mobile App

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

For Sales Teams/Organizations

Not enough data

Not enough data

Sentiment Analysis

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Chatbot

Not enough data

Not enough data

Workflow Automation

Not enough data

Not enough data

Big Data[Hide 17 FeaturesShow 17 Features](javascript:void(0);)

Not enough data

Not enough data

Building Reports

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

Third-Party Integrations

Not enough data

Not enough data

Platform

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

User Insights

Reviewers' Company Size

[![DWSIM](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_360e38de85686cf0d7ab7a64c6bff49d/dwsim.png "DWSIM")](https://www.g2.com/products/dwsim/reviews)

DWSIM

Small-Business(50 or fewer emp.)

43.3%

Mid-Market(51-1000 emp.)

13.3%

Enterprise(\> 1000 emp.)

43.3%

[![MATLAB](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_d5738f5e7922b4552c3ba543a2b9dee6/matlab.jpeg "MATLAB")](https://www.g2.com/products/matlab/reviews)

MATLAB

Small-Business(50 or fewer emp.)

31.7%

Mid-Market(51-1000 emp.)

26.8%

Enterprise(\> 1000 emp.)

41.5%

Small-Business

(50 or fewer emp.)

43.3%

31.7%

Mid-Market

(51-1000 emp.)

13.3%

26.8%

Enterprise

(\> 1000 emp.)

43.3%

41.5%

Reviewers' Industry

[![DWSIM](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_360e38de85686cf0d7ab7a64c6bff49d/dwsim.png "DWSIM")](https://www.g2.com/products/dwsim/reviews)
DWSIM

Chemicals

50.0%

Oil & Energy

20.0%

Higher Education

6.7%

Research

3.3%

Professional Training & Coaching

3.3%

Other

16.7%

[![MATLAB](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_d5738f5e7922b4552c3ba543a2b9dee6/matlab.jpeg "MATLAB")](https://www.g2.com/products/matlab/reviews)
MATLAB

Higher Education

15.4%

Research

12.6%

Computer Software

6.8%

Mechanical or Industrial Engineering

6.7%

Education Management

6.4%

Other

52.1%

Alternatives

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