# Designcenter Solid Edge, SolidWorks Flow Simulation, MATLAB vs Gemini Enterprise Agent Platform Comparison

| | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **Star Rating** | 4.3 out of 5 | 4.1 out of 5 | 4.5 out of 5 | 4.3 out of 5 | 
| **Total Reviews** | 599 | 35 | 770 | 657 | 
| **Largest Market Segment** | Small-Business (54.2% of reviews) | Small-Business (48.5% of reviews) | Enterprise (41.8% of reviews) | Small-Business (42.4% of reviews) | 
| **Entry Level Price** | Starting at $90.47 Per Month | No pricing available | No pricing available | Pay As You Go Per Month | 

---
## Top Pros & Cons

### Designcenter Solid Edge

Pros:
- Ease of Use (101 reviews)
- 3D Modeling (64 reviews)

Cons:
- Learning Curve (47 reviews)
- Difficult Learning (46 reviews)

### SolidWorks Flow Simulation

**Not enough data**

### MATLAB

Pros:
- Ease of Use (19 reviews)
- Features (16 reviews)

Cons:
- Expensive (12 reviews)
- Slow Performance (10 reviews)

### Gemini Enterprise Agent Platform

Pros:
- Ease of Use (162 reviews)
- Model Variety (114 reviews)

Cons:
- Expensive (75 reviews)
- Learning Curve (63 reviews)

---
## Ratings Comparison
| Rating | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
  | **Meets Requirements** | 8.4 (435 reviews) | 8.6 (30 reviews) | 9.0 (675 reviews) | 8.6 (391 reviews) | 
  | **Ease of Use** | 8.3 (475 reviews) | 8.3 (30 reviews) | 8.3 (684 reviews) | 8.2 (402 reviews) | 
  | **Ease of Setup** | 8.2 (258 reviews) | Not enough data | 8.6 (86 reviews) | 8.1 (324 reviews) | 
  | **Ease of Admin** | 8.4 (91 reviews) | Not enough data | 8.4 (41 reviews) | 7.9 (150 reviews) | 
  | **Quality of Support** | 8.2 (405 reviews) | 8.3 (30 reviews) | 8.6 (626 reviews) | 8.1 (367 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.8 (89 reviews) | Not enough data | 8.4 (38 reviews) | 8.3 (144 reviews) | 
  | **Product Direction (% positive)** | 8.4 (423 reviews) | 7.1 (28 reviews) | 8.8 (672 reviews) | 9.2 (384 reviews) | 

---
## Pricing

### Designcenter Solid Edge

#### Entry-Level Pricing

Plan: Designcenter Solid Edge Design and Drafting XaaS

Price: Starting at $90.47 Per Month

Description: Get started quickly with part & assembly design, automated drawings, basic animation and rendering.

Key Features:
- 2D drafting
- Data import and reuse
- Basic 3D part design

[Browse all 4 editions](https://www.g2.com/products/designcenter-solid-edge/pricing)

#### Free Trial

Yes

### SolidWorks Flow Simulation

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### MATLAB

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### Gemini Enterprise Agent Platform

#### Entry-Level Pricing

Plan: Try Vertex AI Free

Price: Pay As You Go Per Month

Description: New customers get $300 in free credits to spend on Vertex AI.

Key Features:
- A unified UI for the entire ML workflow
- Pre-trained APIs for vision, video, natural language, and more
- End-to-end integration for data and AI

[Learn more about Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews)

#### Free Trial

No

---
## Features Comparison By Category

### Computer-Aided Manufacturing (CAM)

| Product | Score | Reviews |
|---|---|---|
| **Designcenter Solid Edge** | 8.2/10 | 115 |
| **SolidWorks Flow Simulation** | N/A | N/A |
| **MATLAB** | N/A | N/A |
| **Gemini Enterprise Agent Platform** | N/A | N/A |

#### CAD to CAM

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **CAD-CAM Import** | 8.6 (100 reviews) | Not enough data | Not enough data | Not enough data | 
| **CAM Data Exchange** | 8.4 (94 reviews) | Not enough data | Not enough data | Not enough data | 
| **CAD/CAM Compatibility** | 8.4 (95 reviews) | Not enough data | Not enough data | Not enough data | 

#### CNC Programming

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **CNC Workflows** | 7.9 (85 reviews) | Not enough data | Not enough data | Not enough data | 
| **CNC Feature Recognition** | 7.9 (83 reviews) | Not enough data | Not enough data | Not enough data | 
| **Programming Control** | 8.1 (82 reviews) | Not enough data | Not enough data | Not enough data | 

#### Machining

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **Job Set-up** | 8.1 (93 reviews) | Not enough data | Not enough data | Not enough data | 
| **Operations** | 8.1 (93 reviews) | Not enough data | Not enough data | Not enough data | 
| **Tooling and Toolpaths** | 8.4 (92 reviews) | Not enough data | Not enough data | Not enough data | 

### General-Purpose CAD

| Product | Score | Reviews |
|---|---|---|
| **Designcenter Solid Edge** | 8.5/10 | 193 |
| **SolidWorks Flow Simulation** | N/A | N/A |
| **MATLAB** | N/A | N/A |
| **Gemini Enterprise Agent Platform** | N/A | N/A |

#### Design

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **Drawing** | 8.9 (183 reviews) | Not enough data | Not enough data | Not enough data | 
| **Modeling** | 9.0 (185 reviews) | Not enough data | Not enough data | Not enough data | 
| **Visualize ** | 8.7 (179 reviews) | Not enough data | Not enough data | Not enough data | 
| **Rendering** | 8.1 (171 reviews) | Not enough data | Not enough data | Not enough data | 

#### Edit

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **File Import ** | 8.5 (176 reviews) | Not enough data | Not enough data | Not enough data | 
| **Push/Pull** | 8.3 (167 reviews) | Not enough data | Not enough data | Not enough data | 
| **Views** | 8.6 (176 reviews) | Not enough data | Not enough data | Not enough data | 
| **Grips ** | 8.4 (167 reviews) | Not enough data | Not enough data | Not enough data | 

#### Collaboration

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **Annotate** | 8.5 (170 reviews) | Not enough data | Not enough data | Not enough data | 
| **Documentation ** | 8.7 (176 reviews) | Not enough data | Not enough data | Not enough data | 
| **Data Extract** | 8.3 (170 reviews) | Not enough data | Not enough data | Not enough data | 

### MEP

| Product | Score | Reviews |
|---|---|---|
| **Designcenter Solid Edge** | N/A | N/A |
| **SolidWorks Flow Simulation** | 8.9/10 | 11 |
| **MATLAB** | N/A | N/A |
| **Gemini Enterprise Agent Platform** | N/A | N/A |

#### Design

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **Systems** | Not enough data | 9.2 (10 reviews) | Not enough data | Not enough data | 
| **3D** | Not enough data | 8.7 (9 reviews) | Not enough data | Not enough data | 
| **Documentation** | Not enough data | 8.7 (10 reviews) | Not enough data | Not enough data | 
| **Fabrication** | Not enough data | 9.0 (8 reviews) | Not enough data | Not enough data | 
| **Clash Detection** | Not enough data | 8.8 (7 reviews) | Not enough data | Not enough data | 

#### Work

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **Integrate** | Not enough data | 8.5 (9 reviews) | Not enough data | Not enough data | 
| **Drafting** | Not enough data | 8.9 (9 reviews) | Not enough data | Not enough data | 
| **Analysis** | Not enough data | 8.8 (10 reviews) | Not enough data | Not enough data | 
| **Simulations** | Not enough data | 9.2 (10 reviews) | Not enough data | Not enough data | 

### Additive Manufacturing

| Product | Score | Reviews |
|---|---|---|
| **Designcenter Solid Edge** | 7.9/10 | 97 |
| **SolidWorks Flow Simulation** | N/A | N/A |
| **MATLAB** | N/A | N/A |
| **Gemini Enterprise Agent Platform** | N/A | N/A |

#### File Support - Additive Manufacturing

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **STL Compatible** | 8.8 (86 reviews) | Not enough data | Not enough data | Not enough data | 
| **3MF Compatible** | 8.3 (68 reviews) | Not enough data | Not enough data | Not enough data | 
| **OBJ Compatible** | 8.3 (76 reviews) | Not enough data | Not enough data | Not enough data | 

#### File Editing - Additive Manufacturing

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **Mesh Repair** | 7.8 (76 reviews) | Not enough data | Not enough data | Not enough data | 
| **File Editing** | 8.5 (80 reviews) | Not enough data | Not enough data | Not enough data | 

#### Software Integrations - Additive Manufacturing

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **Standalone Slicer** | 7.7 (66 reviews) | Not enough data | Not enough data | Not enough data | 
| **Inetgrated 3D Modeling** | 8.6 (83 reviews) | Not enough data | Not enough data | Not enough data | 

#### Software Type - Additive Manufacturing

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **Cloud-based Platform** | Feature Not Available | Not enough data | Not enough data | Not enough data | 
| **Downloadable Application** | 8.4 (74 reviews) | Not enough data | Not enough data | Not enough data | 

#### Generative AI - Additive Manufacturing

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **AI Text-to-Image** | 6.2 (28 reviews) | Not enough data | Not enough data | Not enough data | 
| **AI Text-to-3D** | 6.2 (28 reviews) | Not enough data | Not enough data | Not enough data | 

#### Building Preparation - Additive Manufacturing

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **Material Management** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Building Simulation** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Slicing Optimization** | Not enough data | Not enough data | Not enough data | Not enough data | 

### MLOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Designcenter Solid Edge** | N/A | N/A |
| **SolidWorks Flow Simulation** | N/A | N/A |
| **MATLAB** | N/A | N/A |
| **Gemini Enterprise Agent Platform** | 8.4/10 | 87 |

#### Deployment

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **Language Flexibility** | Not enough data | Not enough data | Not enough data | 8.4 (76 reviews) | 
| **Framework Flexibility** | Not enough data | Not enough data | Not enough data | 8.1 (78 reviews) | 
| **Versioning** | Not enough data | Not enough data | Not enough data | 8.3 (76 reviews) | 
| **Ease of Deployment** | Not enough data | Not enough data | Not enough data | 8.4 (76 reviews) | 
| **Scalability** | Not enough data | Not enough data | Not enough data | 8.8 (75 reviews) | 

#### Deployment

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **Language Flexibility** | Not enough data | Not enough data | Not enough data | 8.5 (75 reviews) | 
| **Framework Flexibility** | Not enough data | Not enough data | Not enough data | 8.3 (73 reviews) | 
| **Versioning** | Not enough data | Not enough data | Not enough data | 8.4 (72 reviews) | 
| **Ease of Deployment** | Not enough data | Not enough data | Not enough data | 8.6 (74 reviews) | 
| **Scalability** | Not enough data | Not enough data | Not enough data | 8.7 (71 reviews) | 

#### Management

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **Cataloging** | Not enough data | Not enough data | Not enough data | 8.2 (71 reviews) | 
| **Monitoring** | Not enough data | Not enough data | Not enough data | 8.5 (73 reviews) | 
| **Governing** | Not enough data | Not enough data | Not enough data | 8.0 (71 reviews) | 
| **Model Registry** | Not enough data | Not enough data | Not enough data | 8.1 (70 reviews) | 

#### Operations

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **Metrics** | Not enough data | Not enough data | Not enough data | 8.2 (70 reviews) | 
| **Infrastructure management** | Not enough data | Not enough data | Not enough data | 8.5 (71 reviews) | 
| **Collaboration** | Not enough data | Not enough data | Not enough data | 8.3 (71 reviews) | 

#### Management

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **Cataloging** | Not enough data | Not enough data | Not enough data | 8.1 (69 reviews) | 
| **Monitoring** | Not enough data | Not enough data | Not enough data | 8.4 (72 reviews) | 
| **Governing** | Not enough data | Not enough data | Not enough data | 8.3 (70 reviews) | 

#### Generative AI

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 8.4 (37 reviews) | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | 8.6 (37 reviews) | 

### Simulation & CAE

| Product | Score | Reviews |
|---|---|---|
| **Designcenter Solid Edge** | 8.1/10 | 103 |
| **SolidWorks Flow Simulation** | 8.2/10 | 9 |
| **MATLAB** | 8.5/10 | 219 |
| **Gemini Enterprise Agent Platform** | N/A | N/A |

#### Design

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **3D/solid modeling Tools** | 8.7 (98 reviews) | 8.8 (8 reviews) | 8.4 (147 reviews) | Not enough data | 
| **Drawing Tools** | 8.6 (98 reviews) | 8.3 (8 reviews) | 8.2 (164 reviews) | Not enough data | 
| **Editing Tools** | 8.6 (96 reviews) | 7.7 (8 reviews) | 8.1 (166 reviews) | Not enough data | 
| **Rendering tools** | 8.0 (95 reviews) | 7.7 (8 reviews) | 8.0 (141 reviews) | Not enough data | 

#### Tools

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **Fluid analysis** | 7.7 (81 reviews) | 8.1 (8 reviews) | 8.4 (127 reviews) | Not enough data | 
| **Finite element analysis** | 8.0 (87 reviews) | 7.7 (8 reviews) | 8.5 (150 reviews) | Not enough data | 
| **Multibody dynamics** | 7.8 (83 reviews) | 8.1 (8 reviews) | 8.4 (132 reviews) | Not enough data | 

#### Work

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **Discrete event modeling** | 7.8 (83 reviews) | 8.3 (8 reviews) | 8.8 (159 reviews) | Not enough data | 
| **Continuous event modeling** | 7.7 (83 reviews) | 8.5 (8 reviews) | 8.9 (161 reviews) | Not enough data | 
| **Mechanical event simulation** | 7.8 (84 reviews) | 8.3 (8 reviews) | 8.7 (145 reviews) | Not enough data | 
| **Manufacturing process simulation** | 7.7 (77 reviews) | 7.7 (8 reviews) | 8.3 (135 reviews) | Not enough data | 
| **Integrate** | 8.0 (84 reviews) | 8.5 (8 reviews) | 8.4 (141 reviews) | Not enough data | 

#### Environment

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **Hardware support** | 8.1 (89 reviews) | 8.1 (8 reviews) | 8.4 (163 reviews) | Not enough data | 
| **Task** | 8.0 (90 reviews) | 8.3 (8 reviews) | 8.7 (162 reviews) | Not enough data | 
| **Manage Multiple Profiles** | 7.9 (85 reviews) | 9.0 (8 reviews) | 8.4 (138 reviews) | Not enough data | 
| **Command Clarity** | 8.6 (92 reviews) | 8.8 (8 reviews) | 8.8 (177 reviews) | Not enough data | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Designcenter Solid Edge** | N/A | N/A |
| **SolidWorks Flow Simulation** | N/A | N/A |
| **MATLAB** | 8.4/10 | 124 |
| **Gemini Enterprise Agent Platform** | 8.2/10 | 253 |

#### System

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **Data Ingestion & Wrangling** | Not enough data | Not enough data | 8.5 (75 reviews) | 8.2 (170 reviews) | 

#### Model Development

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **Language Support** | Not enough data | Not enough data | 8.5 (97 reviews) | 8.5 (207 reviews) | 
| **Drag and Drop** | Not enough data | Not enough data | 8.6 (94 reviews) | 7.9 (180 reviews) | 
| **Pre-Built Algorithms** | Not enough data | Not enough data | 9.0 (108 reviews) | 8.5 (205 reviews) | 
| **Model Training** | Not enough data | Not enough data | 8.6 (98 reviews) | 8.5 (207 reviews) | 

#### Model Development

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **Feature Engineering** | Not enough data | Not enough data | 8.7 (79 reviews) | 8.2 (164 reviews) | 

#### Machine/Deep Learning Services

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **Computer Vision** | Not enough data | Not enough data | 8.7 (90 reviews) | 8.3 (202 reviews) | 
| **Natural Language Processing** | Not enough data | Not enough data | 8.3 (78 reviews) | 8.5 (201 reviews) | 
| **Natural Language Generation** | Not enough data | Not enough data | 8.2 (76 reviews) | 8.2 (198 reviews) | 
| **Artificial Neural Networks** | Not enough data | Not enough data | 8.6 (91 reviews) | 8.3 (179 reviews) | 

#### Machine/Deep Learning Services

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **Natural Language Understanding** | Not enough data | Not enough data | 8.5 (69 reviews) | 8.5 (164 reviews) | 
| **Deep Learning** | Not enough data | Not enough data | 8.7 (77 reviews) | 8.5 (163 reviews) | 

#### Deployment

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **Managed Service** | Not enough data | Not enough data | 8.4 (82 reviews) | 8.3 (211 reviews) | 
| **Application** | Not enough data | Not enough data | 8.7 (93 reviews) | 8.3 (201 reviews) | 
| **Scalability** | Not enough data | Not enough data | 8.4 (93 reviews) | 8.6 (206 reviews) | 

#### Generative AI

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 8.0 (14 reviews) | 8.3 (107 reviews) | 
| **AI Text Summarization** | Not enough data | Not enough data | 8.3 (14 reviews) | 8.3 (103 reviews) | 
| **AI Text-to-Image** | Not enough data | Not enough data | 7.5 (14 reviews) | 8.2 (103 reviews) | 

#### Agentic AI - Data Science and Machine Learning Platforms

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 8.7 (10 reviews) | 8.2 (37 reviews) | 
| **Multi-step Planning** | Not enough data | Not enough data | 8.7 (10 reviews) | 7.9 (35 reviews) | 
| **Cross-system Integration** | Not enough data | Not enough data | 7.8 (10 reviews) | 7.7 (37 reviews) | 
| **Adaptive Learning** | Not enough data | Not enough data | 9.0 (10 reviews) | 7.8 (32 reviews) | 
| **Natural Language Interaction** | Not enough data | Not enough data | 7.8 (10 reviews) | 8.4 (35 reviews) | 
| **Proactive Assistance** | Not enough data | Not enough data | 7.7 (10 reviews) | 7.4 (33 reviews) | 
| **Decision Making** | Not enough data | Not enough data | 8.0 (10 reviews) | 7.6 (34 reviews) | 

### Generative AI Infrastructure

| Product | Score | Reviews |
|---|---|---|
| **Designcenter Solid Edge** | N/A | N/A |
| **SolidWorks Flow Simulation** | N/A | N/A |
| **MATLAB** | N/A | N/A |
| **Gemini Enterprise Agent Platform** | 8.4/10 | 36 |

#### Scalability and Performance - Generative AI Infrastructure

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **AI High Availability** | Not enough data | Not enough data | Not enough data | 9.0 (31 reviews) | 
| **AI Model Training Scalability** | Not enough data | Not enough data | Not enough data | 8.7 (32 reviews) | 
| **AI Inference Speed** | Not enough data | Not enough data | Not enough data | 8.6 (31 reviews) | 

#### Cost and Efficiency - Generative AI Infrastructure

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **AI Cost per API Call** | Not enough data | Not enough data | Not enough data | 8.0 (34 reviews) | 
| **AI Resource Allocation Flexibility** | Not enough data | Not enough data | Not enough data | 7.7 (31 reviews) | 
| **AI Energy Efficiency** | Not enough data | Not enough data | Not enough data | 8.1 (30 reviews) | 

#### Integration and Extensibility - Generative AI Infrastructure

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **AI Multi-cloud Support** | Not enough data | Not enough data | Not enough data | 8.5 (30 reviews) | 
| **AI Data Pipeline Integration** | Not enough data | Not enough data | Not enough data | 8.3 (32 reviews) | 
| **AI API Support and Flexibility** | Not enough data | Not enough data | Not enough data | 8.5 (31 reviews) | 

#### Security and Compliance - Generative AI Infrastructure

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **AI GDPR and Regulatory Compliance** | Not enough data | Not enough data | Not enough data | 8.7 (30 reviews) | 
| **AI Role-based Access Control** | Not enough data | Not enough data | Not enough data | 8.3 (32 reviews) | 
| **AI Data Encryption** | Not enough data | Not enough data | Not enough data | 8.9 (30 reviews) | 

#### Usability and Support - Generative AI Infrastructure

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **AI Documentation Quality** | Not enough data | Not enough data | Not enough data | 8.2 (31 reviews) | 
| **AI Community Activity** | Not enough data | Not enough data | Not enough data | 8.5 (31 reviews) | 

### Mechanical Computer-aided Design (MCAD)

| Product | Score | Reviews |
|---|---|---|
| **Designcenter Solid Edge** | 7.8/10 | 125 |
| **SolidWorks Flow Simulation** | N/A | N/A |
| **MATLAB** | N/A | N/A |
| **Gemini Enterprise Agent Platform** | N/A | N/A |

#### Tools - Mechanical Computer-aided Design (MCAD)

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **3D/solid modeling Tools** | 8.6 (105 reviews) | Not enough data | Not enough data | Not enough data | 
| **Rendering Tools** | 7.7 (94 reviews) | Not enough data | Not enough data | Not enough data | 
| **Drawing Tools** | 8.4 (97 reviews) | Not enough data | Not enough data | Not enough data | 
| **Editing Tools** | 8.3 (95 reviews) | Not enough data | Not enough data | Not enough data | 
| **Text Editing Tools** | 7.5 (91 reviews) | Not enough data | Not enough data | Not enough data | 

#### File Options - Mechanical Computer-aided Design (MCAD)

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **Export Files** | 8.1 (96 reviews) | Not enough data | Not enough data | Not enough data | 
| **Import Files** | 8.2 (96 reviews) | Not enough data | Not enough data | Not enough data | 
| **File Interoperability** | 7.8 (99 reviews) | Not enough data | Not enough data | Not enough data | 
| **Backwards compatibility** | 7.3 (91 reviews) | Not enough data | Not enough data | Not enough data | 
| **File size** | 7.4 (100 reviews) | Not enough data | Not enough data | Not enough data | 

#### Customization - Mechanical Computer-aided Design (MCAD)

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **Custom Commands** | 7.8 (91 reviews) | Not enough data | Not enough data | Not enough data | 
| **Custom Scripts** | 7.4 (89 reviews) | Not enough data | Not enough data | Not enough data | 
| **Custom Menus** | 7.6 (90 reviews) | Not enough data | Not enough data | Not enough data | 
| **Custom Interface** | 7.6 (97 reviews) | Not enough data | Not enough data | Not enough data | 

#### Environment - Mechanical Computer-aided Design (MCAD)

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **Hardware support** | 7.8 (94 reviews) | Not enough data | Not enough data | Not enough data | 
| **Task-based interfaces** | 7.9 (91 reviews) | Not enough data | Not enough data | Not enough data | 
| **Manage Multiple Profiles** | 7.7 (91 reviews) | Not enough data | Not enough data | Not enough data | 
| **Command Clarity** | 7.9 (104 reviews) | Not enough data | Not enough data | Not enough data | 

### Machine Learning

| Product | Score | Reviews |
|---|---|---|
| **Designcenter Solid Edge** | N/A | N/A |
| **SolidWorks Flow Simulation** | N/A | N/A |
| **MATLAB** | N/A | N/A |
| **Gemini Enterprise Agent Platform** | 8.5/10 | 71 |

#### Integration - Machine Learning

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **Integration** | Not enough data | Not enough data | Not enough data | 8.5 (66 reviews) | 

#### Learning - Machine Learning

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **Training Data** | Not enough data | Not enough data | Not enough data | 8.5 (64 reviews) | 
| **Actionable Insights** | Not enough data | Not enough data | Not enough data | 8.3 (63 reviews) | 
| **Algorithm** | Not enough data | Not enough data | Not enough data | 8.8 (64 reviews) | 

### Large Language Model Operationalization (LLMOps)

| Product | Score | Reviews |
|---|---|---|
| **Designcenter Solid Edge** | N/A | N/A |
| **SolidWorks Flow Simulation** | N/A | N/A |
| **MATLAB** | N/A | N/A |
| **Gemini Enterprise Agent Platform** | 9.0/10 | 26 |

#### Prompt Engineering - Large Language Model Operationalization (LLMOps) 

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **Prompt Optimization Tools** | Not enough data | Not enough data | Not enough data | 8.8 (24 reviews) | 
| **Template Library** | Not enough data | Not enough data | Not enough data | 9.0 (24 reviews) | 

#### Inference Optimization - Large Language Model Operationalization (LLMOps)

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **Batch Processing Support** | Not enough data | Not enough data | Not enough data | 8.8 (22 reviews) | 

#### Model Garden - Large Language Model Operationalization (LLMOps)

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **Model Comparison Dashboard** | Not enough data | Not enough data | Not enough data | 9.3 (25 reviews) | 

#### Custom Training - Large Language Model Operationalization (LLMOps)

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **Fine-Tuning Interface** | Not enough data | Not enough data | Not enough data | 9.1 (24 reviews) | 

#### Application Development - Large Language Model Operationalization (LLMOps) 

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **SDK & API Integrations** | Not enough data | Not enough data | Not enough data | 9.2 (23 reviews) | 

#### Model Deployment - Large Language Model Operationalization (LLMOps) 

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **One-Click Deployment** | Not enough data | Not enough data | Not enough data | 9.0 (23 reviews) | 
| **Scalability Management** | Not enough data | Not enough data | Not enough data | 8.7 (22 reviews) | 

#### Guardrails - Large Language Model Operationalization (LLMOps)

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **Content Moderation Rules** | Not enough data | Not enough data | Not enough data | 8.7 (23 reviews) | 
| **Policy Compliance Checker** | Not enough data | Not enough data | Not enough data | 8.9 (22 reviews) | 

#### Model Monitoring - Large Language Model Operationalization (LLMOps)

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **Drift Detection Alerts** | Not enough data | Not enough data | Not enough data | 8.7 (21 reviews) | 
| **Real-Time Performance Metrics** | Not enough data | Not enough data | Not enough data | 9.1 (22 reviews) | 

#### Security - Large Language Model Operationalization (LLMOps)

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **Data Encryption Tools** | Not enough data | Not enough data | Not enough data | 9.1 (22 reviews) | 
| **Access Control Management** | Not enough data | Not enough data | Not enough data | 9.0 (23 reviews) | 

#### Gateways & Routers - Large Language Model Operationalization (LLMOps)

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **Request Routing Optimization** | Not enough data | Not enough data | Not enough data | 8.9 (22 reviews) | 

### AI Agent Builders

| Product | Score | Reviews |
|---|---|---|
| **Designcenter Solid Edge** | N/A | N/A |
| **SolidWorks Flow Simulation** | N/A | N/A |
| **MATLAB** | N/A | N/A |
| **Gemini Enterprise Agent Platform** | 8.0/10 | 30 |

#### Customization - AI Agent Builders

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **Natural Language Configuration** | Not enough data | Not enough data | Not enough data | 8.6 (28 reviews) | 
| **Tone Customization** | Not enough data | Not enough data | Not enough data | 7.6 (27 reviews) | 
| **Security Guardrails** | Not enough data | Not enough data | Not enough data | 8.3 (26 reviews) | 

#### Functionality - AI Agent Builders

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **Omni-channel Support** | Not enough data | Not enough data | Not enough data | 8.1 (27 reviews) | 
| **Agent Branding** | Not enough data | Not enough data | Not enough data | 7.3 (27 reviews) | 
| **Proactive Response Capabilities** | Not enough data | Not enough data | Not enough data | 8.2 (26 reviews) | 
| **Seamless Human Escalation** | Not enough data | Not enough data | Not enough data | 7.2 (27 reviews) | 

#### Data and Analytics - AI Agent Builders

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **Analytics & Reporting** | Not enough data | Not enough data | Not enough data | 7.8 (26 reviews) | 
| **Contextual Awareness** | Not enough data | Not enough data | Not enough data | 7.9 (27 reviews) | 
| **Data Privacy Compliance** | Not enough data | Not enough data | Not enough data | 8.1 (28 reviews) | 

#### Integration - AI Agent Builders

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **Workflow Automation** | Not enough data | Not enough data | Not enough data | 8.8 (28 reviews) | 
| **API Usage** | Not enough data | Not enough data | Not enough data | 8.2 (30 reviews) | 
| **Platform Interoperability** | Not enough data | Not enough data | Not enough data | 8.1 (28 reviews) | 
| **CRM Data Integration** | Not enough data | Not enough data | Not enough data | 7.5 (27 reviews) | 

### Low-Code Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Designcenter Solid Edge** | N/A | N/A |
| **SolidWorks Flow Simulation** | N/A | N/A |
| **MATLAB** | N/A | N/A |
| **Gemini Enterprise Agent Platform** | N/A | N/A |

#### Data Ingestion & Preparation - Low-Code Machine Learning Platforms

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **Automatic Data Profiling & Quality Assessment** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Multi‑Source Connector Support** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Schema Drift / Change Detection** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Model Construction & Automation - Low-Code Machine Learning Platforms

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **Guided Algorithm & Hyperparameter Recommendation** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Code Extensibility** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Automated Feature Engineering** | Not enough data | Not enough data | Not enough data | Not enough data | 

### Big Data Analytics

| Product | Score | Reviews |
|---|---|---|
| **Designcenter Solid Edge** | N/A | N/A |
| **SolidWorks Flow Simulation** | N/A | N/A |
| **MATLAB** | 8.7/10 | 85 |
| **Gemini Enterprise Agent Platform** | N/A | N/A |

#### Data Transformation

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **Real-Time Analytics** | Not enough data | Not enough data | 8.7 (73 reviews) ✓ Verified | Not enough data | 
| **Data Querying** | Not enough data | Not enough data | 8.6 (45 reviews) ✓ Verified | Not enough data | 

#### Connectivity

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **Hadoop Integration** | Not enough data | Not enough data | 8.3 (47 reviews) ✓ Verified | Not enough data | 
| **Spark Integration** | Not enough data | Not enough data | 8.6 (50 reviews) ✓ Verified | Not enough data | 
| **Multi-Source Analysis** | Not enough data | Not enough data | 8.4 (60 reviews) ✓ Verified | Not enough data | 
| **Data Lake** | Not enough data | Not enough data | 8.3 (52 reviews) ✓ Verified | Not enough data | 

#### Operations

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **Data Visualization** | Not enough data | Not enough data | 9.1 (75 reviews) ✓ Verified | Not enough data | 
| **Data Workflow** | Not enough data | Not enough data | 8.9 (69 reviews) ✓ Verified | Not enough data | 
| **Governed Discovery** | Not enough data | Not enough data | Feature Not Available | Not enough data | 
| **Embedded Analytics** | Not enough data | Not enough data | 8.8 (60 reviews) ✓ Verified | Not enough data | 
| **Notebooks** | Not enough data | Not enough data | 8.8 (37 reviews) ✓ Verified | Not enough data | 

### Big Data

| Product | Score | Reviews |
|---|---|---|
| **Designcenter Solid Edge** | N/A | N/A |
| **SolidWorks Flow Simulation** | N/A | N/A |
| **MATLAB** | N/A | N/A |
| **Gemini Enterprise Agent Platform** | N/A | N/A |

#### Building Reports

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **Data Transformation** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Data Modeling** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **WYSIWYG Report Design** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Integration APIs** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Platform

| Feature | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **Mobile User Support** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Customization ** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **User, Role, and Access Management** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Internationalization** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Sandbox / Test Environments** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Performance and Reliability** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Breadth of Partner Applications** | Not enough data | Not enough data | Not enough data | Not enough data | 

---
## Categories

**Unique to Designcenter Solid Edge (5):** [Additive Manufacturing Software](https://www.g2.com/categories/additive-manufacturing), [Computer-Aided Manufacturing (CAM) Software](https://www.g2.com/categories/computer-aided-manufacturing-cam), [Simulation & CAE Software](https://www.g2.com/categories/simulation-cae), [Mechanical Computer-aided Design (MCAD) Software](https://www.g2.com/categories/mechanical-computer-aided-design-mcad), [General-Purpose CAD Software](https://www.g2.com/categories/general-purpose-cad)

**Unique to SolidWorks Flow Simulation (2):** [Simulation & CAE Software](https://www.g2.com/categories/simulation-cae), [MEP Software](https://www.g2.com/categories/mep)

**Unique to MATLAB (3):** [Big Data Analytics Software](https://www.g2.com/categories/big-data-analytics), [Simulation & CAE Software](https://www.g2.com/categories/simulation-cae), [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms)

**Unique to Gemini Enterprise Agent Platform (7):** [Large Language Model Operationalization (LLMOps) Software](https://www.g2.com/categories/large-language-model-operationalization-llmops), [Generative AI Infrastructure Software](https://www.g2.com/categories/generative-ai-infrastructure), [MLOps Platforms](https://www.g2.com/categories/mlops-platforms), [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms), [Machine Learning Software](https://www.g2.com/categories/machine-learning), [ AI Agent Builders Software](https://www.g2.com/categories/ai-agent-builders), [ Low-Code Machine Learning Platforms Software](https://www.g2.com/categories/low-code-machine-learning-platforms)


---
## Reviewer Demographics

### By Company Size

| Segment | Designcenter Solid Edge | SolidWorks Flow Simulation | MATLAB | Gemini Enterprise Agent Platform | 
|---|---|---|---|---|
| **Small-Business** | 54.2% | 48.5% | 31.5% | 42.4% | 
| **Mid-Market** | 30.4% | 27.3% | 26.8% | 25.8% | 
| **Enterprise** | 15.4% | 24.2% | 41.8% | 31.8% | 

### By Industry

#### Designcenter Solid Edge

- **Mechanical or Industrial Engineering:** 21.4%
- **Automotive:** 12.6%
- **Design:** 9.0%
- **Machinery:** 5.8%
- **Electrical/Electronic Manufacturing:** 3.8%
- **Computer Software:** 3.8%
- **Manufacturing:** 3.6%
- **Aviation & Aerospace:** 3.1%
- **Information Technology and Services:** 2.3%
- **Higher Education:** 2.2%
- **Other:** 32.6%

#### SolidWorks Flow Simulation

- **Information Technology and Services:** 21.2%
- **Mechanical or Industrial Engineering:** 12.1%
- **Design:** 12.1%
- **Higher Education:** 9.1%
- **Automotive:** 9.1%
- **Architecture & Planning:** 6.1%
- **Oil & Energy:** 3.0%
- **Military:** 3.0%
- **Medical Devices:** 3.0%
- **Machinery:** 3.0%
- **Other:** 18.2%

#### MATLAB

- **Higher Education:** 15.4%
- **Research:** 12.7%
- **Computer Software:** 6.8%
- **Mechanical or Industrial Engineering:** 6.7%
- **Education Management:** 6.3%
- **Information Technology and Services:** 6.2%
- **Electrical/Electronic Manufacturing:** 5.4%
- **Automotive:** 4.3%
- **Aviation & Aerospace:** 2.7%
- **Oil & Energy:** 2.7%
- **Other:** 30.9%

#### Gemini Enterprise Agent Platform

- **Computer Software:** 17.9%
- **Information Technology and Services:** 14.3%
- **Financial Services:** 6.8%
- **Retail:** 3.6%
- **Hospital & Health Care:** 3.4%
- **Consulting:** 3.1%
- **Computer & Network Security:** 3.1%
- **Automotive:** 2.8%
- **Telecommunications:** 2.8%
- **Marketing and Advertising:** 2.4%
- **Other:** 39.9%

---
## Alternatives

### Alternatives to Designcenter Solid Edge

- [SOLIDWORKS](https://www.g2.com/products/solidworks/reviews) — 4.5/5 stars (643 reviews)
- [Autodesk Fusion](https://www.g2.com/products/autodesk-fusion/reviews) — 4.5/5 stars (519 reviews)
- [Onshape](https://www.g2.com/products/onshape/reviews) — 4.7/5 stars (695 reviews)
- [Creo](https://www.g2.com/products/creo-2025-08-26/reviews) — 4.1/5 stars (200 reviews)
- [Inventor](https://www.g2.com/products/inventor/reviews) — 4.4/5 stars (440 reviews)
- [CATIA](https://www.g2.com/products/catia/reviews) — 4.2/5 stars (255 reviews)
- [AutoCAD](https://www.g2.com/products/autocad/reviews) — 4.4/5 stars (1934 reviews)
- [Rhinoceros](https://www.g2.com/products/rhinoceros/reviews) — 4.4/5 stars (191 reviews)
- [SketchUp](https://www.g2.com/products/sketchup/reviews) — 4.5/5 stars (1324 reviews)
- [Blender](https://www.g2.com/products/blender/reviews) — 4.6/5 stars (316 reviews)

### Alternatives to SolidWorks Flow Simulation

- [Ansys Fluent](https://www.g2.com/products/ansys-fluent/reviews) — 4.5/5 stars (122 reviews)
- [COMSOL Multiphysics®](https://www.g2.com/products/comsol-multiphysics/reviews) — 4.3/5 stars (36 reviews)
- [OpenFOAM](https://www.g2.com/products/openfoam/reviews) — 4.3/5 stars (35 reviews)
- [Autodesk CFD](https://www.g2.com/products/autodesk-cfd/reviews) — 4.3/5 stars (31 reviews)
- [Moldflow](https://www.g2.com/products/moldflow/reviews) — 4.4/5 stars (28 reviews)
- [Inventor](https://www.g2.com/products/inventor/reviews) — 4.4/5 stars (440 reviews)
- [Autodesk Fusion](https://www.g2.com/products/autodesk-fusion/reviews) — 4.5/5 stars (519 reviews)
- [SimScale](https://www.g2.com/products/simscale/reviews) — 4.6/5 stars (279 reviews)
- [Onshape](https://www.g2.com/products/onshape/reviews) — 4.7/5 stars (695 reviews)
- [Simcenter STAR-CCM+](https://www.g2.com/products/simcenter-star-ccm/reviews) — 4.5/5 stars (178 reviews)

### Alternatives to MATLAB

- [SOLIDWORKS](https://www.g2.com/products/solidworks/reviews) — 4.5/5 stars (643 reviews)
- [Autodesk Fusion](https://www.g2.com/products/autodesk-fusion/reviews) — 4.5/5 stars (519 reviews)
- [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (516 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (810 reviews)
- [Posit](https://www.g2.com/products/posit-posit/reviews) — 4.5/5 stars (570 reviews)
- [Inventor](https://www.g2.com/products/inventor/reviews) — 4.4/5 stars (440 reviews)
- [TensorFlow](https://www.g2.com/products/tensorflow/reviews) — 4.5/5 stars (138 reviews)
- [Ansys Fluent](https://www.g2.com/products/ansys-fluent/reviews) — 4.5/5 stars (122 reviews)
- [Simcenter Amesim](https://www.g2.com/products/simcenter-amesim/reviews) — 4.4/5 stars (121 reviews)
- [Mathematica](https://www.g2.com/products/mathematica/reviews) — 4.1/5 stars (86 reviews)

### Alternatives to Gemini Enterprise Agent Platform

- [Dataiku](https://www.g2.com/products/dataiku/reviews) — 4.4/5 stars (198 reviews)
- [Azure Machine Learning](https://www.g2.com/products/microsoft-azure-machine-learning/reviews) — 4.3/5 stars (90 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (783 reviews)
- [Amazon SageMaker](https://www.g2.com/products/amazon-sagemaker/reviews) — 4.2/5 stars (55 reviews)
- [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (516 reviews)
- [AWS Bedrock](https://www.g2.com/products/aws-bedrock/reviews) — 4.3/5 stars (67 reviews)
- [IBM Watson Studio](https://www.g2.com/products/ibm-watson-studio/reviews) — 4.2/5 stars (167 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (810 reviews)
- [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews)
- [Botpress](https://www.g2.com/products/botpress/reviews) — 4.5/5 stars (493 reviews)

---
## Top Discussions

### Designcenter Solid Edge

- Title: [Is Solidworks or Solid Edge better?](https://www.g2.com/discussions/is-solidworks-or-solid-edge-better) — 4 comments, 1 upvote
  > **Top comment:** "Solidworks"
- Title: [Is Solid Edge free?](https://www.g2.com/discussions/is-solid-edge-free) — 3 comments
  > **Top comment:** "No"
- Title: [What is Solid Edge used for?](https://www.g2.com/discussions/what-is-solid-edge-used-for) — 2 comments, 1 upvote
  > **Top comment:** "It is used for 3D modeling as well as drafting."
- Title: [What file type does Solid Edge use?](https://www.g2.com/discussions/what-file-type-does-solid-edge-use) — 2 comments
  > **Top comment:** "Solid Edge uses proprietary file formats with specific extensions similar to other 3D CAD systems.  Those are:
.ASM = Assemblies
.PAR = Parts
.PSM = Sheet..."
- Title: [Is Solid Edge good?](https://www.g2.com/discussions/is-solid-edge-good) — 2 comments
  > **Top comment:** "Very Good"

### SolidWorks Flow Simulation

No discussions available for this product.

### MATLAB

- Title: [Can I use Matlab for free?](https://www.g2.com/discussions/can-i-use-matlab-for-free) — 3 comments
  > **Top comment:** "You can use trial version for free"
- Title: [Any good website to discuss about the matlab programming?](https://www.g2.com/discussions/15468-any-good-website-to-discuss-about-the-matlab-programming) — 3 comments, 1 upvote
  > **Top comment:** "https://www.vexforum.com/t/matlab-vs-robotc/41155"
- Title: [Is it possible to check the output of Simulink terminal if I am not keeping a scope?](https://www.g2.com/discussions/is-it-possible-to-check-the-output-of-simulink-terminal-if-i-am-not-keeping-a-scope) — 2 comments, 1 upvote
  > **Top comment:** "Wonderful tool for FEM analysis"
- Title: [What is MATLAB used for?](https://www.g2.com/discussions/what-is-matlab-used-for) — 1 comment
  > **Top comment:** "MATLAB is basically used for simulation and modeling of dynamics of the machine like if we want to simulate the physical modelling of the machine then we can..."
- Title: [What is Matlab written in?](https://www.g2.com/discussions/what-is-matlab-written-in) — 1 comment
  > **Top comment:** "Matlab uses C &C++ for backend."

### Gemini Enterprise Agent Platform

- Title: [What is Google Cloud AI Platform used for?](https://www.g2.com/discussions/what-is-google-cloud-ai-platform-used-for) — 3 comments, 4 upvotes
  > **Top comment:** "Google cloud AI Platform enables us to build Machine learning models, that works on any type and any size of data. "
- Title: [What software libraries does cloud ML engine support?](https://www.g2.com/discussions/what-software-libraries-does-cloud-ml-engine-support) — 3 comments, 4 upvotes
  > **Top comment:** "Google Cloud ML Engine supports many software libraries, including TensorFlow, scikit-learn, XGBoost, Keras, etc...."
- Title: [What is Google AI platform?](https://www.g2.com/discussions/what-is-google-ai-platform) — 2 comments, 2 upvotes
  > **Top comment:** "The Google AI Platform is a comprehensive set of tools and services provided by Google Cloud to develop, deploy, and manage artificial intelligence. It..."

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/designcenter-solid-edge-vs-solidworks-solidworks-flow-simulation-vs-matlab-vs-gemini-enterprise-agent-platform)