Best Simulation & CAE Software - Page 10

How Many Simulation & CAE Software Products Does G2 Track?

Total Products under this Category: 352

Category Stats (Sep 2026)

  • Average Rating: 4.34/5 (↓0.01 vs Aug 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Altair Feko (+1.12%) - Among all products in this category, Altair Feko recorded the largest rating increase compared to last month

Last updated: September 01, 2026

How Does G2 Rank Simulation & CAE Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 7,900+ Authentic Reviews
  • 352+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for Simulation & CAE Software

G2 Grid® for Simulation & CAE Software plotting products by satisfaction and market presence

Highlighted products: MATLAB, Fidelity CFD Platform, Capital, SOLIDWORKS, Designcenter Solid Edge, Simcenter STAR-CCM+, Altair SimSolid, and Simcenter 3D.

Underlying data: [Grid® JSON](https://www.g2.com/categories/simulation-cae/grids.json?focus%5B%5D=matlab&focus%5B%5D=cadence-design-systems-fidelity-cfd-platform&focus%5B%5D=capital&focus%5B%5D=solidworks&focus%5B%5D=designcenter-solid-edge&focus%5B%5D=simcenter-star-ccm&focus%5B%5D=altair-simsolid&focus%5B%5D=simcenter-3d)

Bramble CFD

Part of the TotalSim family, bramble is a platform for CFD simulations that can be accessed from any web-enabled device. It provides support for the pre and post simulation process, increasing productivity and creating consistency between simulations. Included within the platform are customised data management and analysis tools, as well as CFD support and because the software uses OpenFOAM there are no license or subscription charges. bramble offers: 1. Increased productivity 2. Reliable results 3. Customised data management 4. Cost effective simulations 5. A user-friendly platform 6. Simulations that are scalable Bramble also leases and sells all the hardware needed to run CFD simulations.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate Bramble CFD?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 8.6/10)
  • Task: 0.0/10 (Category avg: 8.2/10)
  • Integrate: 0.0/10 (Category avg: 8.0/10)
  • Continuous event modeling: 10.0/10 (Category avg: 8.1/10)

Who Is the Company Behind Bramble CFD?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Bramble CFD?

DyssolPro

DyssolPro is a dynamic flowsheet simulation software for solids and particulate processes. It is designed for engineers, researchers, and process developers who need to model, simulate, analyze, and optimize production systems where particle behavior and time-dependent process dynamics are critical. Unlike many general process simulators that focus primarily on fluids and steady-state operation, DyssolPro is built for applications involving solids, powders, granules, crystals, and other particulate materials. The software enables users to create digital process models using a flowsheet-based approach. With its drag-and-drop interface, users can connect unit operations, define material streams, and simulate complete process chains. DyssolPro includes a dedicated process library and supports dynamic process modeling, making it well suited for systems with recycle streams, transient operating conditions, and complex interactions between units. DyssolPro is especially valuable in industries where solids processing plays an important role, including pharmaceuticals, chemicals, food processing, and mining. Typical use cases include process design, process optimization, scale-up, troubleshooting, and research and development. It helps users better understand how process parameters influence product quality, throughput, and overall system performance. A key strength of DyssolPro is its focus on particulate systems. The software supports modeling tasks where particle properties, size distributions, solids handling, and process dynamics must be represented in greater detail than in conventional simulation tools. This makes it a strong solution for companies and institutions working on complex solids processes and advanced product development. In addition to the software itself, DyssolTEC provides training, support, and custom model implementation services. This helps users adapt DyssolPro to specific technical requirements and industry-specific applications. DyssolPro is a practical solution for organizations looking to improve process understanding, reduce development time, and optimize solids-based production systems through dynamic simulation. Product Website: https://www.dyssoltec.com/the-software/

Average Rating: 4.5/5.0

Total Reviews: 1

Who Is the Company Behind DyssolPro?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of DyssolPro?

E3.series

E3.series is a true concurrent electrical engineering environment supporting advanced requirements for electrical documentation, cabinet and wire harness design and manufacturing outputs. E3.series facilitates an efficient and accurate design and manufacturing process for electrical and fluid planning, cable planning, wire harness and cabinet layout. Its object-oriented architecture provides an integrated and consistent design approach to help eliminate errors, improve quality and reduce design time.

Average Rating: 4.5/5.0

Total Reviews: 1

Who Is the Company Behind E3.series?

  • Seller: Zuken
  • Year Founded: 1976
  • HQ Location: Yokohama, JP
  • Twitter: @ZukenAmericas
    1,068 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    532 employees on LinkedIn®
  • Ownership: TYO: 6947

What Are Recent G2 Reviews of E3.series?

Ecolego

Ecolego is a simulation software tool for creating dynamic models and performing deterministic and probabilistic simulations.

Average Rating: 3.5/5.0

Total Reviews: 1

Who Is the Company Behind Ecolego?

Who Uses This Product?

  • Company Size: 100% Medium

What Are G2 Users Discussing About Ecolego?

Galatea

Galatea is a multi-agent, multi-programming language, simulation platform.

Average Rating: 4.0/5.0

Total Reviews: 1

Who Is the Company Behind Galatea?

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of Galatea?

What Are G2 Users Discussing About Galatea?

Gamma Technologies

Gamma Technologies develops GT-SUITE, the industry-leading model-based systems engineering (MBSE) CAE system simulation software. GT-SUITE provides a comprehensive set of validated 0D/1D/3D multi-physics component libraries, which simulate the physics of fluid flow, thermal, mechanical, acoustics, electrical, magnetic, chemistry, and controls.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate Gamma Technologies?

  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 8.6/10)

Who Is the Company Behind Gamma Technologies?

  • Seller: Gamma Technologies
  • Year Founded: 1994
  • HQ Location: Westmont, US
  • Twitter: @GTSUITE
    268 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    263 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of Gamma Technologies?

GoldSim

GoldSim is a simulation software for system dynamics and discrete event simulation, embedded in a Monte Carlo framework.

Average Rating: 3.5/5.0

Total Reviews: 1

Who Is the Company Behind GoldSim?

Who Uses This Product?

  • Company Size: 100% Medium

What Are G2 Users Discussing About GoldSim?

Kinetix Stimulation Software Suite

The Kinetix stimulation software suite is an industry first for optimizing production through stimulation: a comprehensive, integrated set of simulators, models, and workflows that covers

Average Rating: 4.5/5.0

Total Reviews: 1

How Do G2 Users Rate Kinetix Stimulation Software Suite?

  • Task: 10.0/10 (Category avg: 8.2/10)
  • Integrate: 10.0/10 (Category avg: 8.0/10)
  • Continuous event modeling: 10.0/10 (Category avg: 8.1/10)

Who Is the Company Behind Kinetix Stimulation Software Suite?

  • Seller: SLB
  • Year Founded: 1846
  • HQ Location: Houston, TX
  • Twitter: @Schlumberger
  • LinkedIn® Page: www.linkedin.com
    79,702 employees on LinkedIn®
  • Ownership: LSE:SCL

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Kinetix Stimulation Software Suite?

MatDeck

With uses in Engineering, Science, Mathematics, Chemistry, Coding, Databases and countless other industries. MatDeck offers a specialist and pragmatic software for a down-to-earth and candid price. Our live MD Document offers a helping hand to novice users or accommodating choices and functions for advanced users shuffling through their work. Furthermore, our MD documents offer: • Narrative text editing with spell check, heading, headers and generating content • Python, C, and MD C++ style script • Curve fitting tools • Databases SQLite, PostgreSQL, MySQL, MS SQL and a Database Browser with queries • A drag and drop GUI Designer • Image functions, Audio toolkits and FFT packages • A mathematical formula editor • Advanced mathematical functions • Tables, Drawings and Flowcharts • 2D and 3D GUI graphs • Build and run .exe • Built independent Apps, Deploy .exe (with DLLs) • Plugin technology • Distribution, Regression, • Chemistry, AI, • DSP Toolkit, Wavelets, Signal Filtering • SCADA, Virtual Instrumentation • GUI interface to various data acquisition and control hardware • Numerous other MD GUIs, functions and features For more information please visit our website (www.labdeck.com). Please contact us regarding the sale.

Average Rating: 3.5/5.0

Total Reviews: 1

How Do G2 Users Rate MatDeck?

  • Task: 5.0/10 (Category avg: 8.2/10)
  • Integrate: 3.3/10 (Category avg: 8.0/10)
  • Continuous event modeling: 8.3/10 (Category avg: 8.1/10)

Who Is the Company Behind MatDeck?

  • Seller: LabDeck
  • Year Founded: 2002
  • HQ Location: London, GB
  • LinkedIn® Page: www.linkedin.com
    2 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium

Mechartes

Mechartés is a premier engineering and IT services company specializing in advanced engineering simulations and analyses. With nearly two decades of experience, Mechartés has established itself as a trusted partner for clients across various industries, including building and construction, oil and gas, power, water treatment, and data centers. Their expertise encompasses Computational Fluid Dynamics modeling, Finite Element Analysis , piping stress analysis, acoustic analysis, vibration studies, flow assurance analysis, and surge analysis. By leveraging cutting-edge simulation tools and methodologies, Mechartés delivers tailored solutions that optimize performance, enhance safety, and ensure efficiency in complex engineering projects. Key Features and Functionality: - Comprehensive Engineering Services: Mechartés offers a wide range of services, including CFD analysis, FEA analysis, root cause analysis, API 618, API 674, and API 675 pulsation and vibration analysis, acoustic analysis, and pipe stress analysis. - Industry-Specific Solutions: The company provides specialized services tailored to various sectors: - Building & Construction: CFD thermal comfort analysis, smoke and evacuation analysis, car park and tunnel ventilation, chiller yard and cooling tower performance analysis, structural fire analysis, and acoustic analysis. - Oil, Gas & Power: CFD and FEA analysis, pulsation and vibration analysis, root cause analysis, storage tank mechanical and structural design, and pipe stress analysis. - Waste Water Treatment & Process Plants: CFD analysis for structures, reservoirs, and pumping stations, flow, settling, and mixing analysis for tanks, surge analysis, structural analysis, and mechanical and electrical room ventilation analysis. - Data Centers: CFD analysis for data halls, external yards, dispersion, and mechanical room analysis, thermal energy storage tank design, structural analysis, pipe stress analysis, and acoustic modeling. - Advanced Simulation Tools: Utilizing state-of-the-art software such as ANSYS Fluent, Pyrosim, OpenFOAM, FDS, CFX, Salome for CFD analysis; ANSYS Mechanical, Femap, NX NASTRAN, Salome, CODE_ASTER for FEA analysis; and Bentley AutoPIPE, PULS, HAMMER, CAESAR II, Staad Pro for piping analysis, Mechartés ensures precise and reliable results. Primary Value and Problem Solving: Mechartés addresses complex engineering challenges by providing in-depth simulations and analyses that inform design decisions, improve efficiency, and mitigate risks. Their services enable clients to: - Optimize Performance: Through detailed simulations, clients can enhance the performance of their systems and structures, ensuring they meet or exceed operational requirements. - Ensure Safety and Compliance: Mechartés' analyses help identify potential issues before they arise, ensuring projects adhere to industry standards and regulations, thereby enhancing safety and reliability. - Enhance Efficiency: By leveraging advanced engineering simulations, clients can streamline their design and operational processes, leading to cost savings and improved project timelines. With a team of over 50 highly skilled engineers and a track record of completing over 12,000 projects across more than 30 countries, Mechartés combines technical excellence with a commitment to precision, making them a valuable partner in the engineering sector.

Average Rating: 4.0/5.0

Total Reviews: 1

How Do G2 Users Rate Mechartes?

  • Task: 8.3/10 (Category avg: 8.2/10)
  • Integrate: 8.3/10 (Category avg: 8.0/10)

Who Is the Company Behind Mechartes?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Mechartes?

Meshparts FE Simulation Software

Thanks to the unique FE model library, Meshparts revolutionizes effortless simulation in mechanical engineering. With 60000 already meshed FE models equipped with realistic behavior, such as linear guides, ball screws and rolling bearings, Meshparts guides you to the optimal simulation result with ease. The Meshparts user interface and its 100% symmetry to CAD in terms of assemblies and file structure enables you to always keep things in perspective, regardless of the assemblies complexity.

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind Meshparts FE Simulation Software?

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Meshparts FE Simulation Software?

Mobility Testbed

Mobility Testbed is an open-source multi-agent simulation testbed for transport coordination algorithms.

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind Mobility Testbed?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Mobility Testbed?

What Are G2 Users Discussing About Mobility Testbed?

Monolith AI

Monolith AI develops a cloud-based AI platform that combines engineering simulations within machine learning approaches.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate Monolith AI?

  • Task: 10.0/10 (Category avg: 8.2/10)
  • Integrate: 8.3/10 (Category avg: 8.0/10)
  • Continuous event modeling: 8.3/10 (Category avg: 8.1/10)

Who Is the Company Behind Monolith AI?

  • Seller: Monolith AI
  • Year Founded: 2016
  • HQ Location: London, GB
  • Twitter: @Monolith_AI
    549 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    63 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 200% Small

What Are Recent G2 Reviews of Monolith AI?

Daniel Rivera
DR
Researched and written by Daniel Rivera
Updated April 9, 2026