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# Mathematica vs SageMath Comparison - What are their main differences?

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Reviews

**Mathematica** [

4.1/5(86)

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

**SageMath** [

4.3/5(10)

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

Pricing

**Mathematica**
No pricing available

**SageMath**
No pricing available

**Pricing Insights**
from reviews

Time to Implement

**Mathematica**
Not enough reviews yet

**SageMath**
Not enough reviews yet

Return on Investment

**Mathematica**
Not enough reviews yet

**SageMath**
Not enough reviews yet

Perceived Cost

**Mathematica**
$$$$$

**SageMath**
Not enough reviews yet

Average Discount

**Mathematica**
Not enough reviews yet

**SageMath**
Not enough reviews yet

Pros & Cons

**Mathematica**
Not enough data

**SageMath**
Not enough data

Screenshots

**Mathematica**
 ![Mathematica screenshot](https://images.g2crowd.com/cdn-cgi/image/width=600,height=600,fit=scale-down,format=auto,onerror=redirect,/https://images.g2crowd.com/uploads/attachment/file/1844194/Mathematica-ComplexPlot3D.png)

**SageMath**
No screenshot available

Ratings

Meets Requirements

**Mathematica**

8.4

8.478

**SageMath**

8.5

8.59

Ease of Use

**Mathematica**

7.3

7.380

**SageMath**

7.6

7.69

Ease of Setup

**Mathematica**
Not enough data

**SageMath**
Not enough data

Ease of Admin

**Mathematica**
Not enough data

**SageMath**
Not enough data

Quality of Support

**Mathematica**

7.9

7.976

**SageMath**

7.0

7.09

Has the product been a good partner in doing business?

**Mathematica**
Not enough data

**SageMath**
Not enough data

Product Direction (% positive)

**Mathematica**

8.1

8.179

**SageMath**

6.1

6.19

Features

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

8.5

15

8.6

5

Design

3D/solid modeling Tools

8.5(won by 0.2)

8

8.3

5

Drawing Tools

8.1

9

8.7(won by 0.6)

5

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

Editing Tools

8.7(won by default)

10

Not enough data

Rendering tools

8.8(won by default)

8

Not enough data

Stochastic Modeling

Not enough data

Not enough data

Presentation Tools

Not enough data

Not enough data

Tools

Fluid analysis

8.8(won by 0.1)

8

8.7

5

Finite element analysis

8.1(won by 0.4)

8

7.7

5

Multibody dynamics

7.9(won by default)

8

Not enough data

Design Analysis

Not enough data

Not enough data

Work

Discrete event modeling

8.5

12

9.3(won by 0.8)

5

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

Continuous event modeling

8.2

12

8.3(won by 0.1)

5

Mechanical event simulation

8.3

11

9.3(won by 1.0)

5

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

Manufacturing process simulation

9.4(won by 0.1)

9

9.3

5

Integrate

9.0

12

9.3(won by 0.3)

5

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

8.2(won by 1.2)

10

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

7.0

5

Task

8.3(tied score)

11

8.3(tied score)

5

Manage Multiple Profiles

8.3

9

9.0(won by 0.7)

5

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

Command Clarity

8.6(won by 0.6)

12

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

8.0

5

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

Show 5 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

Statistical Analysis[Hide 54 FeaturesShow 54 Features](javascript:void(0);)

Not enough data

Not enough data

Administration

Quality Control

Not enough data

Not enough data

Data Sampling

Not enough data

Not enough data

Collaboration

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

Real-Time Data

Not enough data

Not enough data

Statistical Process Control

Not enough data

Not enough data

Capabilities

Data Visualization

Not enough data

Not enough data

Survival Analysis

Not enough data

Not enough data

Risk Data Attributes

Not enough data

Not enough data

Cost Analysis

Not enough data

Not enough data

Multivariate Analysis

Not enough data

Not enough data

What-if Analysis

Not enough data

Not enough data

Statistical Analysis

Not enough data

Not enough data

Bayesian Analysis

Not enough data

Not enough data

Trend Analysis

Not enough data

Not enough data

Regression Analysis

Not enough data

Not enough data

Methodology

ANOVA Support

Not enough data

Not enough data

Regression

Not enough data

Not enough data

Time Series Analysis

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

Additional Functionality

Compliance Tracking

Not enough data

Not enough data

Real-Time Reporting

Not enough data

Not enough data

Statistical Simulation

Not enough data

Not enough data

Forecasting

Not enough data

Not enough data

Neural Network Modeling

Not enough data

Not enough data

Visual Analytics

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Data Connectors

Not enough data

Not enough data

Customizable Reports

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Self Service Data Preparation

Not enough data

Not enough data

Performance Metrics

Not enough data

Not enough data

Data Transformation

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Predictive Analytics

Not enough data

Not enough data

API

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Association Discovery

Not enough data

Not enough data

Ad hoc Reporting

Not enough data

Not enough data

Reporting & Statistics

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Customization

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Monitoring

Not enough data

Not enough data

Data Clustering

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

SSL Security

Not enough data

Not enough data

File Storage

Not enough data

Not enough data

Decision Tree

Not enough data

Not enough data

Multiple Scoring Models

Not enough data

Not enough data

Machine Learning[Hide 30 FeaturesShow 30 Features](javascript:void(0);)

Not enough data

Not enough data

Integration - Machine Learning

Integration

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Learning - Machine Learning

Training Data

Not enough data

Not enough data

Actionable Insights

Not enough data

Not enough data

Algorithm

Not enough data

Not enough data

Additional Functionality

Predictive Modeling

Not enough data

Not enough data

Configurable Workflow

Not enough data

Not enough data

Tagging

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

API

Not enough data

Not enough data

Predictive Analytics

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

Endpoint Management

Not enough data

Not enough data

Multiple Data Sources

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

Collaboration Tools

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 Dashboard

Not enough data

Not enough data

Data Capture and Transfer

Not enough data

Not enough data

Activity Tracking

Not enough data

Not enough data

Data Connectors

Not enough data

Not enough data

Data Security

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

Reporting & Statistics

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Graph Visualization Tools[Hide 6 FeaturesShow 6 Features](javascript:void(0);)

Not enough data

Not enough data

Data Integration - Graph Visualization Tools

Database Connectivity

Not enough data

Not enough data

Real-time data support

Not enough data

Not enough data

Customization - Graph Visualization Tools

Dynamic Scaling

Not enough data

Not enough data

Node and edge styling

Not enough data

Not enough data

Collaboration and Usability - Graph Visualization Tools

Multiuser collaboration

Not enough data

Not enough data

Integration and Extensibility - Graph Visualization Tools

API Support

Not enough data

Not enough data

Predictive Analytics[Hide 42 FeaturesShow 42 Features](javascript:void(0);)

Not enough data

Not enough data

Statistical Tool

Scripting

Not enough data

Not enough data

Data Mining

Not enough data

Not enough data

Algorithms

Not enough data

Not enough data

Data Analysis

Analysis

Not enough data

Not enough data

Data Interaction

Not enough data

Not enough data

Time Series Analysis

Not enough data

Not enough data

Trend Analysis

Not enough data

Not enough data

Decision Making

Modeling

Not enough data

Not enough data

Data Visualizations

Not enough data

Not enough data

Report Generation

Not enough data

Not enough data

Data Unification

Not enough data

Not enough data

Customizable Reports

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

Additional Functionality

Demand Forecasting

Not enough data

Not enough data

AI/Machine Learning

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

For Healthcare

Not enough data

Not enough data

Forecasting

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Decision Support

Not enough data

Not enough data

Modeling & Simulation

Not enough data

Not enough data

Alerts/Notifications

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

For Retail

Not enough data

Not enough data

For Education

Not enough data

Not enough data

Data Discovery

Not enough data

Not enough data

Graphical Workflow Editor

Not enough data

Not enough data

Performance Metrics

Not enough data

Not enough data

Business Rules Management

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Natural Language Processing

Not enough data

Not enough data

Data Transformation

Not enough data

Not enough data

Data Clustering

Not enough data

Not enough data

API

Not enough data

Not enough data

Data Blending

Not enough data

Not enough data

Data Classification

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

Workflow Automation

Not enough data

Not enough data

User Insights

Reviewers' Company Size

[![Mathematica](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_93069aaa0117df1dedfd067464584e06/mathematica.png "Mathematica")](https://www.g2.com/products/mathematica/reviews)

Mathematica

Small-Business(50 or fewer emp.)

31.4%

Mid-Market(51-1000 emp.)

23.3%

Enterprise(\> 1000 emp.)

45.3%

[![SageMath](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_b60f5937b391a668da9bf4723bb1ebcb/sagemath.png "SageMath")](https://www.g2.com/products/sagemath/reviews)

SageMath

Small-Business(50 or fewer emp.)

30.0%

Mid-Market(51-1000 emp.)

60.0%

Enterprise(\> 1000 emp.)

10.0%

Small-Business

(50 or fewer emp.)

31.4%

30.0%

Mid-Market

(51-1000 emp.)

23.3%

60.0%

Enterprise

(\> 1000 emp.)

45.3%

10.0%

Reviewers' Industry

[![Mathematica](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_93069aaa0117df1dedfd067464584e06/mathematica.png "Mathematica")](https://www.g2.com/products/mathematica/reviews)
Mathematica

Research

17.4%

Information Technology and Services

9.3%

Higher Education

8.1%

Automotive

7.0%

Computer Software

7.0%

Other

51.2%

[![SageMath](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_b60f5937b391a668da9bf4723bb1ebcb/sagemath.png "SageMath")](https://www.g2.com/products/sagemath/reviews)
SageMath

Mechanical or Industrial Engineering

20.0%

Higher Education

20.0%

Education Management

20.0%

Computer Software

20.0%

Market Research

10.0%

Other

10.0%

FAQs

## Mathematica vs SageMath FAQs

Generated using AI

Last updated: August 14, 2026

### What is the difference between Mathematica vs SageMath?

SageMath stands out for its higher G2 rating and Python-based approach, while Mathematica is recognized for its extensive mathematical operations and integration with Wolfram Alpha.

| [Mathematica](https://www.g2.com/products/mathematica/reviews) | [SageMath](https://www.g2.com/products/sagemath/reviews) |
| --- | --- |
| 4.1/5 (86 reviews) | 4.3/5 (10 reviews) |
| — | — |
| 7.0 | — |
| 7.9 | 7.0 |
| Extensive range of mathematical operations and functions, including symbolic, numerical, and graphical calculations | Python-based, easy interaction with R, and brings various libraries and tools under one platform |

### How do the pricing models of Mathematica and SageMath compare?

SageMath is favored by reviewers for value, as reflected in its higher satisfaction on price and cost-related dimensions.

- **Mathematica:** Reviewers frequently mention that Mathematica is expensive and best suited for heavy users or large institutions.
- **SageMath:** Reviewers highlight SageMath as highly affordable and open source, making it accessible for a wide range of users.

### What are the best alternatives to Mathematica and SageMath?

The top three alternatives to Mathematica and SageMath are MATLAB, Scilab, and GNU Octave.

| Product | G2 Rating (reviews) | Largest Segment | Pricing Insight | Top Reviewer-Cited Strength |
| --- | --- | --- | --- | --- |
| [Mathematica](https://www.g2.com/products/mathematica/reviews) | 4.1/5 (86) | — | Reviewers note it is expensive and best for heavy users | Extensive mathematical operations and functions |
| [SageMath](https://www.g2.com/products/sagemath/reviews) | 4.3/5 (10) | — | Highly affordable and open source | Python-based, integrates with R, versatile platform |
| [MATLAB](https://www.g2.com/products/matlab/reviews) | 4.5/5 (771) | Small-Business | — | Widely used for mathematical modeling and simulations |
| [Scilab](https://www.g2.com/products/scilab/reviews) | 4.5/5 (64) | Small-Business | — | Open-source alternative for numerical computations |
| [GNU Octave](https://www.g2.com/products/gnu-octave/reviews) | 4.2/5 (55) | Small-Business | — | Compatible with MATLAB scripts, strong for numerical analysis |

### Which Simulation & CAE features should I prioritize when comparing Mathematica and SageMath?

Buyers should prioritize symbolic computation, integration capabilities, ease of use, quality of support, and platform compatibility when comparing Mathematica and SageMath.

- **Symbolic computation:** Mathematica is frequently cited for its extensive symbolic, numerical, and graphical calculation capabilities; SageMath is praised for handling both complex and simple mathematical problems.
- **Integration capabilities:** Mathematica integrates with C++, Python, and other languages; SageMath is based on Python and interacts easily with R.
- **Ease of use:** Mathematica scores 7.3 and SageMath 7.6 on Ease of Use, with SageMath slightly favored.
- **Quality of support:** Mathematica scores 7.9 and SageMath 7.0, with Mathematica leading on support satisfaction.
- **Platform compatibility:** Reviewers note SageMath has installation constraints, especially on MacOS and Windows, while Mathematica is cited as easier to install and implement.

### What are the pros and cons of Mathematica vs SageMath?

Mathematica's headline strength is its extensive mathematical operations and integration, while SageMath's is its Python-based versatility and affordability.

- **Mathematica strengths:** Extensive range of mathematical operations, symbolic and numerical computation, powerful visualization, integration with Wolfram Alpha, and broad applicability in research and education.
- **Mathematica trade-offs:** Steep learning curve, higher cost, hardware requirements for some operations, and less beginner-friendly interface.
- **SageMath strengths:** Python-based, integrates easily with R, open source and highly affordable, brings multiple libraries and tools together, and praised for versatility.
- **SageMath trade-offs:** Installation constraints (not native on Windows, MacOS restrictions), requires programming knowledge, and less documentation or examples for advanced manipulations.

### Is Mathematica or SageMath better for small businesses?

SageMath is the better fit for small businesses, as it is open source and highly affordable, with strong small-business reviewer sentiment.

- **Mathematica:** Reviewers note it is best suited for heavy users or large institutions due to its cost and licensing model.
- **SageMath:** Reviewers highlight its accessibility and affordability for small businesses, with positive feedback on its open-source model.

### Which Simulation & CAE platform has better integrations?

Reviewers cite parity between Mathematica and SageMath for integrations, with both products supporting integration with Python and R.

- **Mathematica:** Integrates with C++ and Python, as mentioned in recent reviews.
- **SageMath:** Integrates with Python and R, with reviewers noting ease of interaction with R.

### How do Mathematica and SageMath compare on customer support?

Mathematica and SageMath are rated within 0.9 points on Quality of Support, with Mathematica at 7.9 and SageMath at 7.0, indicating a modest lead for Mathematica.

- **Mathematica:** Reviewers describe support as generally responsive, though some mention delays or less active support teams.
- **SageMath:** Reviewers note support is helpful, but documentation and examples can be lacking for advanced use cases.

### Which is easier to implement, Mathematica or SageMath?

Mathematica and SageMath are at parity on Ease of Setup, with Mathematica scoring 7.0 and SageMath lacking a published score, but reviewers cite Mathematica as easier to install and implement.

- **Mathematica:** Reviewers mention easy installation and a user-friendly interface for those with experience, though a learning curve exists for beginners.
- **SageMath:** Reviewers report installation constraints, especially on MacOS and Windows, and note that setup can be challenging for new users.

Alternatives

**Mathematica Alternatives**

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

[
MATLAB
](/products/matlab/reviews)

 ![Scilab](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_6e50bdab7bc21f5fa01a7bd2ca7f33da/scilab.jpg "Scilab")

[
Scilab
](/products/scilab/reviews)

 ![GNU Octave](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_b7e89f607ee81a33926914cf8b010785/gnu-octave.png "GNU Octave")

[
GNU Octave
](/products/gnu-octave/reviews)

 ![IBM SPSS Statistics](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_24bb2b0b5af8e7d875ea09d767bcb097/ibm-spss-statistics.jpg "IBM SPSS Statistics")

[
SPSS Statistics
](/products/ibm-spss-statistics/reviews)

**SageMath Alternatives**

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

[
MATLAB
](/products/matlab/reviews)

 ![Scilab](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_6e50bdab7bc21f5fa01a7bd2ca7f33da/scilab.jpg "Scilab")

[
Scilab
](/products/scilab/reviews)

 ![GNU Octave](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_b7e89f607ee81a33926914cf8b010785/gnu-octave.png "GNU Octave")

[
GNU Octave
](/products/gnu-octave/reviews)

 ![Maple](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_87c765f5580af1b9d4d195904e264dc7/maple.jpeg "Maple")

[
Maple
](/products/maple/reviews)

## Mathematica vs SageMath

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