Best Simulation & CAE Software - Page 9

How Many Simulation & CAE Software Products Does G2 Track?

Total Products under this Category: 409

Category Stats (Oct 2026)

  • Average Rating: 4.35/5 (↑0.01 vs Sep 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Neural Concept (+3.4%) - Among all products in this category, Neural Concept recorded the largest rating increase compared to last month

Last updated: October 21, 2026

How Does G2 Rank Simulation & CAE Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 8,200+ Authentic Reviews
  • 409+ 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: SOLIDWORKS, MATLAB, Fidelity CFD Platform, Capital, Simcenter STAR-CCM+, Designcenter Solid Edge, Simcenter Simsolid, and Simcenter Hypermesh.

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

SIMBA

SIMBA is a modeling and simulation software for power electronics engineers. With an intuitive and sleek interface, it helps engineers to analyze and design complex systems such as power supplies, motor drives or grid-connected converters.

Average Rating: 5.0/5.0

Total Reviews: 2

Who Is the Company Behind SIMBA?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of SIMBA?

Simcenter EDEM

Simcenter™ EDEM™ software is a high-performance software application designed for simulating and analyzing the behavior of bulk and granular materials using the Discrete Element Method. It accurately models materials such as coal, ores, soils, grains, fibers, tablets, and powders, providing engineers with critical insights into how these materials interact with equipment under various operational conditions. Simcenter EDEM is utilized across industries including heavy equipment, mining, steelmaking, and process manufacturing to predict material behaviors, evaluate equipment performance, and optimize processes. Key Features and Functionality: - Material simulation: Simcenter EDEM can model a wide range of real-world materials, from large rocks to fine powders, using validated multi-sphere and polyhedral particle solvers. - Realistic material behavior: The software includes comprehensive physics models to represent various material behaviors, such as dry, sticky, or compressible states. - High-performance solver: Simcenter EDEM offers fast and scalable computing performance across CPU, GPU, and multi-GPU solvers, enabling the simulation of large and complex particle systems involving millions of particles. - CAE integration: Simcenter EDEM integrates seamlessly with other Computer-Aided Engineering tools, including Multi-Body Dynamics, Finite Element Analysis, and Computational Fluid Dynamics, extending its application scope. - Advanced analysis tools: The software provides an extensive set of built-in tools for visualization and analysis, with options for data export and a Python library for further post-processing. Primary Value and Problem Solving: Simcenter EDEM addresses the challenges engineers face in understanding and predicting the behavior of bulk materials interacting with equipment. By providing accurate simulations, it helps in identifying potential issues such as blockages, spillage, and wear, thereby reducing the need for physical prototyping. This leads to optimized equipment design, improved process efficiency, and significant cost savings. Additionally, Simcenter EDEM's integration with other CAE tools allows for a comprehensive analysis of complex systems, enhancing overall engineering workflows.

Average Rating: 4.3/5.0

Total Reviews: 2

How Do G2 Users Rate Simcenter EDEM?

  • Task: 10.0/10 (Category avg: 8.2/10)
  • Integrate: 7.5/10 (Category avg: 8.0/10)
  • Continuous event modeling: 7.5/10 (Category avg: 8.1/10)

Who Is the Company Behind Simcenter EDEM?

Who Uses This Product?

  • Company Size: 50% Medium, 50% Small

What Are Recent G2 Reviews of Simcenter EDEM?

Simcenter Fluxmotor

Simcenter™ Fluxmotor™ software is a specialized software platform designed to streamline the global design and optimization of electric rotating machines. It empowers engineers to rapidly explore various motor configurations, considering multiphysics constraints, and identify the most promising designs within minutes. The intuitive environment caters to both generalists and experts, facilitating efficient creation, analysis, reporting, and optimization of electric motors. Its integrated multiphysics capabilities enable engineers to evaluate electromagnetic performance, thermal behavior and NVH characteristics from the early stages of electric motor design. Key capabilities: - High productivity gains: The user-friendly interface enables rapid exploration of multiple motor variants, allowing engineers to focus on innovation. - : Enables early evaluation of electromagnetic performance, thermal behavior and NVH characteristics to support electric motor design decisions within a unified platform. - Recognized accuracy: Leveraging over 35 years of Simcenter's expertise in finite element motor modeling, Simcenter Fluxmotor delivers reliable and trusted results. - Efficient reports and comparisons: Customizable reports and data sheets are automatically generated, with embedded comparison tools to aid in selecting the most performing machines. - Strong optimization capabilities: The software predicts machine performance across various operating points or complete duty cycles, meeting multiphysics requirements from the early design stages. - Seamless connectivity: Simcenter Fluxmotor supports integration with advanced simulation and optimization workflows, enabling engineers to extend motor design studies and automate customized processes. Value for engineering teams: Simcenter Fluxmotor significantly accelerates the electric motor design process by providing a dedicated, intuitive platform that integrates multiphysics optimization. By addressing complex design constraints from the concept phase, it enables design teams to make early strategic decisions that impact cost and performance. The software's fast and accurate computations reduce the need for physical prototypes, leading to cost savings and shorter development cycles. Its multiphysics assessment capabilities help engineers evaluate electromagnetic, thermal and NVH performance from the early design stages, supporting the development of high-quality, efficient electric motors.

Average Rating: 4.8/5.0

Total Reviews: 2

Who Is the Company Behind Simcenter Fluxmotor?

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of Simcenter Fluxmotor?

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Simcenter Hyperlife

Altair HyperLife is a user-friendly fatigue analysis software designed on a solver-neutral framework, providing a comprehensive toolset for durability analysis. It interfaces directly with major finite element analysis result files, facilitating seamless integration into existing workflows. With an embedded material library, HyperLife enables accurate fatigue life predictions under repetitive loadings, catering to a wide range of industrial applications. The software includes numerous certification guidelines and offers an open, customizable environment, allowing easy adjustments to in-house methods and requirements. Key Features and Functionality: - Fatigue Life Modules: Supports uniaxial and multiaxial SN/EN analysis, Dang Van factor of safety calculations, and weld fatigue assessments for spot and seam welds. - Material Database: Comprehensive embedded material library supporting various standards, including FKM, DVS-1612, DVS-1608, and Eurocode-3. - Weld Fatigue Assessment: Evaluations for spot and seam welds based on RUPP and VOLVO methods. - Signal Processing: LoadMap utility for automatic or manual pairing of FEA load cases with fatigue load history files. - Analysis Tools: Visualization of contour plots and histograms for result interpretation. - Utilities: Complete toolkit for efficient data management and analysis. Primary Value and User Solutions: HyperLife empowers engineers to make informed decisions by providing accurate fatigue life predictions, enhancing product durability and performance. Its intuitive interface and solver-neutral approach streamline the fatigue analysis process, reducing the time and cost associated with physical testing and redesigns. By integrating seamlessly with existing FEA workflows and offering customizable features, HyperLife addresses the critical need for reliable durability assessments in various industrial applications.

Average Rating: 3.8/5.0

Total Reviews: 2

How Do G2 Users Rate Simcenter Hyperlife?

  • Has the product been a good partner in doing business?: 6.7/10 (Category avg: 8.6/10)
  • Task: 6.7/10 (Category avg: 8.2/10)
  • Integrate: 8.3/10 (Category avg: 8.0/10)
  • Continuous event modeling: 0.0/10 (Category avg: 8.1/10)

Who Is the Company Behind Simcenter Hyperlife?

Who Uses This Product?

  • Company Size: 50% Medium, 50% Small

What Are Recent G2 Reviews of Simcenter Hyperlife?

Simcenter Material Modeler

Simcenter™ Material Modeler is a sophisticated software solution designed to efficiently process raw material test data, generating accurate, simulation-ready material models for various bulk materials, including metals, plastics, rubbers, and foams. By streamlining the transformation of raw data into reliable material cards, Simcente Material Modeler significantly reduces the time and costs associated with material data preparation, ensuring high-quality inputs for computer-aided engineering CAE applications. Key Features and Functionality: - Streamlined data processing: Simcenter Material Modeler offers an intuitive workflow that integrates multiple mathematical models for curve fitting and extrapolation, simplifying the conversion of raw test data into usable material models. - Flexible input formats: The software supports importing material data from various formats, including Excel, CSV, DAT, and TXT files, facilitating seamless integration with existing data sources. - Material data validation: Built-in validation simulations allow users to verify material parameters and testing conditions, ensuring the accuracy and reliability of the generated material models. - Customizable curve operations: Simcenter Material Modeler enables the creation of strain-rate dependent curves, temperature-dependent elastic moduli, and the definition of failure criteria, providing detailed material modeling capabilities. - Ready-to-use material cards: The software generates simulation-ready material cards compatible with both implicit and explicit solvers, supporting a wide range of multiphysics simulations. - Integration with Simcenter™ Material Data Center software: Users can access an extensive material library and securely store refined data within a private organizational database, enhancing collaboration and data management. Primary Value and User Benefits: Simcenter Material Modeler addresses the challenges of time-consuming and inconsistent material data processing by providing a robust, automated solution that ensures high-quality, simulation-ready material models. By reducing the complexity and expertise required in material data preparation, Simcenter Material Modeler empowers engineers and material scientists to make informed decisions, accelerate the design process, and enhance the accuracy of simulations across various industries.

Average Rating: 4.0/5.0

Total Reviews: 2

How Do G2 Users Rate Simcenter Material Modeler?

  • 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 Simcenter Material Modeler?

Who Uses This Product?

  • Company Size: 50% Large, 50% Small

What Are Recent G2 Reviews of Simcenter Material Modeler?

Simcenter PhysicsAI

Simcenter PhysicsAI is a simulation acceleration solution from Siemens Digital Industries Software that leverages AI surrogate models trained on high-fidelity simulation data to help engineering teams explore design spaces in real time. Compared with traditional solver-based simulations, it can provide accelerated data-driven insights at a fraction of the time — in some cases up to 1,000x faster. At the core of Simcenter PhysicsAI is geometric deep learning (GDL) technology, which operates directly on meshes and CAD geometries without requiring manual feature engineering. This enables the software to learn complex relationships between shape and physical performance across multi-physics domains - including structural mechanics, computational fluid dynamics (CFD), thermal, electromagnetic and manufacturing analysis. Using data from Siemens and third-party solvers, engineers train AI models from either existing simulation data or new data generated through design of experiments (DOE) studies. Built-in validation tools and error metrics ensure these models accurately capture physical performance trends, giving engineers the confidence to make critical design decisions before predicting the performance of previously unseen geometries. Simcenter PhysicsAI supports a no-code, intuitive workflow that democratizes AI-powered simulation across multidisciplinary engineering teams, making advanced AI capabilities accessible without requiring deep expertise in machine learning or data science. It integrates seamlessly within the Simcenter portfolio - including Simcenter STAR-CCM+, Simcenter Hypermesh, Simcenter Simlab, and Simcenter Inspire - fitting naturally into existing engineering workflows without disruption. Simcenter PhysicsAI is built for simulation engineers, CAE analysts, design engineers, and data scientists working across industries where engineering performance, product reliability, and time-to-market are critical. It is particularly well-suited for organizations that already run large volumes of high-fidelity simulations and want to leverage that data investment to build scalable AI-driven workflows. By shifting early-stage screening from computationally intensive solver runs to AI inference, organizations can accelerate innovation while significantly reducing engineering costs.

Average Rating: 4.5/5.0

Total Reviews: 2

How Do G2 Users Rate Simcenter PhysicsAI?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 8.6/10)
  • Task: 10.0/10 (Category avg: 8.2/10)

Who Is the Company Behind Simcenter PhysicsAI?

Who Uses This Product?

  • Company Size: 50% Large, 50% Small

What Are Recent G2 Reviews of Simcenter PhysicsAI?

Simright Simulator

http://simright.com provides cloud-based solutions for CAE simulation and product design.

Average Rating: 4.8/5.0

Total Reviews: 2

How Do G2 Users Rate Simright Simulator?

  • Task: 6.7/10 (Category avg: 8.2/10)
  • Integrate: 8.3/10 (Category avg: 8.0/10)
  • Continuous event modeling: 6.7/10 (Category avg: 8.1/10)

Who Is the Company Behind Simright Simulator?

Who Uses This Product?

  • Company Size: 50% Large, 50% Medium

What Are Recent G2 Reviews of Simright Simulator?

Ansys Additive Solutions

Gain insights through automated workflows to eliminate the risk of distorted or out of tolerance parts, and ensure high quality components.

Average Rating: 4.0/5.0

Total Reviews: 1

Who Is the Company Behind Ansys Additive Solutions?

  • Seller: Ansys, Inc.
  • Year Founded: 1970
  • HQ Location: Canonsburg, PA
  • Twitter: @ANSYS
    30,779 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    6,137 employees on LinkedIn®
  • Ownership: NASDAQ:ANSS

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of Ansys Additive Solutions?

Ansys BladeModeler

Accelerates your blade design of all varieties of rotating machinery by giving complete 3D geometry modeling control.

Average Rating: 4.0/5.0

Total Reviews: 1

Who Is the Company Behind Ansys BladeModeler?

  • Seller: Ansys, Inc.
  • Year Founded: 1970
  • HQ Location: Canonsburg, PA
  • Twitter: @ANSYS
    30,779 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    6,137 employees on LinkedIn®
  • Ownership: NASDAQ:ANSS

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Ansys BladeModeler?

Ansys Motion

Analyzes rigid and flexible bodies, capable of accurate evaluation of physical events through the analysis of a whole system via a multibody dynamics solver.

Average Rating: 4.5/5.0

Total Reviews: 1

Who Is the Company Behind Ansys Motion?

  • Seller: Ansys, Inc.
  • Year Founded: 1970
  • HQ Location: Canonsburg, PA
  • Twitter: @ANSYS
    30,779 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    6,137 employees on LinkedIn®
  • Ownership: NASDAQ:ANSS

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Ansys Motion?

APMonitor

APMonitor is a tool for dynamic simulation, validation, and optimization of multi-domain systems with interfaces to Python and MATLAB.

Average Rating: 1.5/5.0

Total Reviews: 1

Who Is the Company Behind APMonitor?

Who Uses This Product?

  • Company Size: 100% Large

What Are G2 Users Discussing About APMonitor?

ASCEND

ASCEND is an open-source equation-based modelling environment.

Average Rating: 3.5/5.0

Total Reviews: 1

How Do G2 Users Rate ASCEND?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 8.6/10)

Who Is the Company Behind ASCEND?

Who Uses This Product?

  • Company Size: 100% Large

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?

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