Alternatives to SIMulation Workbench
Compare SIMulation Workbench alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to SIMulation Workbench in 2025. Compare features, ratings, user reviews, pricing, and more from SIMulation Workbench competitors and alternatives in order to make an informed decision for your business.
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Innoslate
SPEC Innovations
SPEC Innovations’ flagship model-based systems engineering solution can help your team reduce time-to-market, cost, and risk on even some of the most complex systems. This cloud or on-premise application uses a modern web browser, with an intuitive graphical user interface. Innoslate’s full lifecycle capabilities include: • Requirements Management • Documents Management • Modeling • Discrete Event Simulator • Monte Carlo Simulator • DoDAF Models and Views • Database Management • Test Management with full reports, status updates, results, and more. • Real Time Collaboration -
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Simulink
MathWorks
Design and simulate your system in Simulink before moving to hardware. Explore and implement designs that you wouldn’t otherwise consider – without having to write C, C++, or HDL code. Explore a wide design space by modeling the system under test and the physical plant. Your entire team can use one multi-domain environment to simulate how all parts of the system behave. Package and share your simulations with collaborators, suppliers, and clients. Reduce expensive prototypes by testing your system under conditions that are otherwise too risky or time-consuming to consider. Validate your design with hardware-in-the-loop testing and rapid prototyping. Maintain traceability from requirements to design to code. Instead of writing thousands of lines of code by hand, automatically generate production-quality C and HDL code that behaves the same way as the model you created in Simulink. Then deploy it directly onto your embedded processor or FPGA/ASIC.Starting Price: $860 per year -
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CarMaker
IPG Automotive
CarMaker is a simulation solution specifically designed for the development and seamless testing of cars and light-duty vehicles across all development stages (MIL, SIL, HIL, VIL). It offers a high-performance, real-time capable vehicle model to build virtual prototypes early in the development process. All components can be replaced with customer-specific models or hardware. By combining the virtual prototype with an adaptive driver model, a complex traffic model, and a detailed road and environment model, automated and reproducible tests are possible at any time. The well-structured user interface guarantees easy parameterization. CarMaker's new visualization tool, Movie NX, enables photorealistic simulation of scenarios. Thanks to light and weather effects, real scenarios in the virtual world may take place at any time of day and during any season. Built-in camera models with HDR capability allow for realistic testing of camera systems. -
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NVIDIA Isaac Sim
NVIDIA
NVIDIA Isaac Sim is an open source reference robotics simulation application built on NVIDIA Omniverse, enabling developers to design, simulate, test, and train AI-driven robots in physically realistic virtual environments. It is built atop Universal Scene Description (OpenUSD), offering full extensibility so developers can create custom simulators or seamlessly integrate Isaac Sim's capabilities into existing validation pipelines. The platform supports three essential workflows; large-scale synthetic data generation for training foundation models with photorealistic rendering and automatic ground truth labeling; software-in-the-loop testing, which connects actual robot software with simulated hardware to validate control and perception systems; and robot learning through NVIDIA’s Isaac Lab, which accelerates training of behaviors in simulation before real-world deployment. Isaac Sim delivers GPU-accelerated physics (via NVIDIA PhysX) and RTX-enabled sensor simulation.Starting Price: Free -
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MotorcycleMaker
IPG Automotive
MotorcycleMaker is a real-time simulation solution specifically tailored to the requirements relevant for the development and testing of motorized two-wheelers such as motorcycles, e-bikes, and scooters. It enables the accurate modeling of real-world test scenarios in the virtual world and increases the agility of development processes. In accordance with the automotive systems engineering approach, virtual test driving with MotorcycleMaker enables the seamless development, calibration, test, and validation of entire systems across the whole vehicle in realistic scenarios. MotorcycleMaker offers a high-performance, real-time capable vehicle model to build virtual prototypes already during early stages of the development process. Users have the option to replace components with their own models or hardware. -
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TruckMaker
IPG Automotive
TruckMaker is a real-time simulation solution specifically tailored to the requirements relevant for the development and testing of heavy-duty vehicles such as trucks, construction vehicles, buses, semi-trucks, heavy-duty semi-trucks, and special vehicles. TruckMaker enables the accurate modeling of real-world test scenarios in the virtual world and increases the agility of development processes. In accordance with the automotive systems engineering approach, virtual test driving with TruckMaker enables the seamless development, calibration, testing, and validation of entire systems across the whole vehicle in realistic scenarios. TruckMaker offers a high-performance, real-time capable vehicle model to build virtual prototypes already during the early stages of the development process. Users have the option to replace components with their own models or hardware. -
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RT-LAB
OPAL-RT TECHNOLOGIES
RT-LAB is OPAL-RT’s real-time simulation software combining performance and enhanced user experience. Fully integrated with MATLAB/Simulink®, RT-LAB offers the most complex model-based design for interaction with real-world environments. It provides the flexibility and scalability to achieve the most complex real-time simulation applications in the automotive, aerospace, power electronics, and power systems industries. Since its first application nearly 20 years ago on the Canadian Space Agency’s Canada Arm, RT-LAB has revolutionized the world of systems engineering, whether in space, on the ground or at sea. RT-LAB enables engineers and scientists to accelerate the development of new prototypes and to meet the most rigorous testing required by new and innovative technologies. RT-LAB handles everything, including code generation, with an easy-to-use interface. With just a few clicks of the mouse, a Simulink® model becomes an interactive real-time simulation application. -
8
MATLAB
The MathWorks
MATLAB® combines a desktop environment tuned for iterative analysis and design processes with a programming language that expresses matrix and array mathematics directly. It includes the Live Editor for creating scripts that combine code, output, and formatted text in an executable notebook. MATLAB toolboxes are professionally developed, rigorously tested, and fully documented. MATLAB apps let you see how different algorithms work with your data. Iterate until you’ve got the results you want, then automatically generate a MATLAB program to reproduce or automate your work. Scale your analyses to run on clusters, GPUs, and clouds with only minor code changes. There’s no need to rewrite your code or learn big data programming and out-of-memory techniques. Automatically convert MATLAB algorithms to C/C++, HDL, and CUDA code to run on your embedded processor or FPGA/ASIC. MATLAB works with Simulink to support Model-Based Design. -
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Discover an open, scalable and modular virtual driving simulator that enables testing against a variety of objectives and performance requirements. Ansys VRXPERIENCE Driving Simulator Powered by SCANeR™ enables you to assemble scenarios, test software, consider vehicle dynamics and experience sensors within a virtual driving environment. It enables a fully virtual driving lab for analyzing performance results. VRXPERIENCE Driving Simulator offers an immersive simulated test-drive experience set within a representative world. Perform exhaustive safety assessments to drive millions of virtual miles in days and accelerate development by 1,000x compared to physical road-testing. As passenger automobiles become more digitalized and more autonomous, they require a wide range of advanced technologies that include sensors, such as cameras, radar and lidars, as well as embedded software supporting automated control systems.
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10
AWS RoboMaker
Amazon
AWS RoboMaker is a cloud-based simulation service that enables robotics developers to run, scale, and automate simulations without managing any infrastructure. It allows for cost-effective scaling and automation of simulation workloads, supports large-scale and parallel simulations with a single API call, and facilitates the creation of user-defined, randomized 3D virtual environments. Developers can perform automated regression testing within a continuous integration and continuous delivery pipelines, train reinforcement learning models through extensive iterative trials, and connect multiple concurrent simulations to fleet management software for comprehensive testing. By integrating with AWS machine learning, monitoring, and analytics services, AWS RoboMaker enables robots to stream data, navigate, communicate, comprehend, and learn. Connect multiple concurrent simulations to your fleet management software for testing. -
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MIMIC Simulator
Gambit Communications
MIMIC Simulator creates a real world lab environment, with 100,000 devices, at a fraction of the cost of physical equipment. It provides an interactive hands-on lab for quality assurance, development, sales presentation, evaluation, deployment and training of enterprise management applications. Users create a customizable virtual environment populated with simulated IoT sensors and gateways, routers, hubs, switches, WiFi/WiMAX/LTE devices, probes, cable modems, servers and workstations. MIMIC Web Simulator creates a virtual lab with hundreds of simulated web servers. It allows you to easily develop and test. A Powerful Network Environment Simulator. For scalable, extensible and configurable testing, demo and development tools. -
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RoboLogix
Logic Design Inc.
RoboLogix is a state-of-the-art robotics simulation software package that is designed to emulate real-world robotics applications. With RoboLogix, you teach, test, run, and debug programs that you have written yourself using a five-axis industrial robot in a wide range of practical applications. These applications include pick-and-place, palletizing, welding, and painting, and allow for customized environments so that you can design your own robotics application. With RoboLogix, the user can run the simulator to test and visually examine the execution of robot programs and control algorithms. RoboLogix is ideal for students as well as robot designers and engineers. It is the only robotics simulation tool that provides engineering-level simulation at such an affordable price. The simulation software allows for verification of the reachability, travel ranges, and collisions.Starting Price: $295 one-time payment -
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Creator
Presagis
Natively based on OpenFlight, the most widespread industry standard for 3D simulation models, Creator is the original software for creating optimized 3D models for use in your virtual environment. Designed specifically for simulation applications, Creator is the industry-standard software in the creation of optimized 3D models for real-time virtual environments. Content creators are constantly challenged to produce more models with higher detail, increased realism, and improved performance. Using a rich set of tools, content creators can build models from scratch, edit or import existing ones, and enhance objects for use in sensor-capable simulations. With full control of the modeling process, Creator allows you to quickly generate highly optimized and physically accurate 3D models with varying levels of detail. With complete interactive control of your models from database level to a single vertex attribute, Creator lets you develop models faster and with more control than ever. -
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ProModel
ProModel
ProModel is a discrete-event simulation technology that is used to plan, design and improve new or existing manufacturing, logistics and other operational systems. It empowers you to accurately represent real-world processes, including their inherent variability and interdependencies, in order to conduct predictive analysis on potential changes. Optimize your system around your key performance indicators. Create a dynamic, animated computer model of your business environment from CAD files, process or value stream maps, or Process Simulator models. Clearly see and understand current processes and policies in action. Brainstorm using the model to identify potential changes and develop scenarios to test improvements which will achieve business objectives. Run scenarios independently of each other and compare their results in the Output Viewer developed through the latest Microsoft® WPF technology. -
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ProModel Optimization Suite
ProModel
ProModel is a discrete-event simulation technology that is used to plan, design and improve new or existing manufacturing, logistics and other operational systems. It empowers you to accurately represent real-world processes, including their inherent variability and interdependencies, in order to conduct predictive analysis on potential changes. Optimize your system around your key performance indicators. Create a dynamic, animated computer model of your business environment from CAD files, process or value stream maps, or Process Simulator models. Clearly see and understand current processes and policies in action. Brainstorm using the model to identify potential changes and develop scenarios to test improvements which will achieve business objectives. Run scenarios independently of each other and compare their results in the Output Viewer developed through the latest Microsoft® WPF technology. -
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VR-Design Studio
FORUM8
FORUM8’s interactive VR-Design Studio* software is deployed by hundreds of research organizations, urban planners, transportation authorities and vehicle manufacturers across all four continents to create fully immersive, realistic models of the built environment. Interactive 3D VR simulation and modeling software VR-Design Studio enables users to dynamically manipulate 3D space, run unlimited drive simulation scenarios, import and edit CAD data, build and texture models, and automatically add roads, tunnels and bridges to create multiple design alternatives in real time, both off and online. The completed models provide users with the ability to visualize and intelligently interact with the virtual world they have created, enabling analysis of the potential environmental impact of the proposed development, including on pedestrian and vehicular traffic flows, to facilitate the widest possible stakeholder collaboration during the planning process. -
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Simcad Pro
CreateASoft, Inc.
Simcad Pro lets you visualize, analyze and optimize process flow systems in an interactive 2D/3D simulation modeling environment. Plan, optimize, and re-arrange processes and procedures while optimizing layouts, facility improvement, automation and scheduling. Simcad Pro integrates live and historical data to provide the most effective simulation tool on the market. Applications in multiple industries including manufacturing, automation, logistics, distribution warehouse, food and beverage, services, and more. Multi-Threaded - 64 bit Engine. On-the-fly simulation - Make real-time changes to the model while the simulation is running. Animate the model in 2D, 3D and VR with Ray Tracing, light effect, and shadows. Singular model building environment. Smart, Spatially Aware Agents, Sub-Flows, Collision Avoidance and Real-Time Connectivity. Spaghetti Diagrams, Congestion Analysis, Heat Maps, Efficiency and OEE. Extensive reporting and analysis tools. Scenario Analyzer.Starting Price: $4950.00/one-time/user -
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Ansys Optics
Ansys
Modeling light propagation and its impact is crucial for measuring product performance and human comfort, perception and safety. Ansys Optics uniquely simulates a system’s optical performance and evaluates the final illumination effect, predicts and validates the impact of lighting and material variations on appearance and perceived quality all in real conditions. Visualize your product before it exists to deliver the ultimate virtual customer experience. Let Ansys Optics & optical simulation software lead you to the best solution, no matter the style of your project. The software easily solves complex optical problems and refines visual appearance for perceived quality. Significantly elevate final product quality with true-to-life visual experiences and combine design and engineering processes into a single, connected workflow. Prepare and appraise virtual prototypes of a cockpit HMI in a real-time, immersive environment. -
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Mimic
Emerson
Dynamic simulation with Mimic Simulation Software provides accurate and real-time simulation of plant behaviors. Made for users with process automation experience, not simulation experts, Mimic automatically integrates with DeltaV or other offline control systems. Use the exact same operator graphics and controls to test configurations and train new or inexperienced operators. Mimic™ Simulation Software provides accurate and real-time simulation of plant behaviors. Made for the end-user or integrator with process automation experience, not simulation experts, Mimic integrates easily and automatically with your off-line control system. Use the same operator graphics and controls to train operators and test configuration. -
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SOLIDWORKS Simulation
SolidWorks
Subject your designs to real world conditions to raise product quality while reducing prototyping and physical testing costs. SOLIDWORKS® Simulation is an easy-to-use portfolio of structural analysis tools that use Finite Element Analysis (FEA) to predict a product’s real-world physical behavior by virtually testing CAD models. The portfolio provides linear, non-linear static and dynamic analysis capabilities. SOLIDWORKS Simulation Professional enables you to optimize your design, determine product mechanical resistance, product durability, topology, natural frequencies, and test heat transfer and buckling instabilities. It can also perform sequential multi-physics simulations. SOLIDWORKS Simulation Premium lets you efficiently evaluate your designs for nonlinear and dynamic response, dynamic loading, and composite materials. SOLIDWORKS Simulation Premium includes three advanced studies: Non-Linear Static, Non-Linear Dynamic, and Linear Dynamics. -
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SIMULATE
RPMGlobal
SIMULATE is a purpose-built Discrete Event Simulation (DES) solution for Original Equipment Manufacturers (OEMs) to model complex, 3D mining environments using fully customizable, brand-specific mining equipment. SIMULATE is a platform used by OEMs globally to provide accurate, quantifiable, and productive equipment and service solutions for mining clients. Users of SIMULATE can showcase and articulate equipment value that is quantified and proven through simulated demonstrations. OEMs can leverage customer data to build a ‘digital twin’ of any mining operation, open pit or underground, to deliver an accurate representation of any mine site's haulage operations, actively demonstrating the value their equipment and services can provide. SIMULATE uses the most widely used haulage calculation engine in the mining industry, ensuring that you and your customers are on the same page. Increase profitability through improved operations. -
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Availability Workbench
Isograph
Powerful simulation software for improving asset performance. Maintenance and spares optimization, availability studies, reliability-centered maintenance, life cycle cost evaluations, and accelerated life testing all in one integrated suite. Connect directly to your SAP or MAXIMO system and analyze your data. Identify critical equipment, and automatically build failure models using Weibull analysis. Optimize your maintenance plans using simulation and reduce costs. Predict system availability and optimize your design. Simulation of multiple-product capacity with target cost penalties. Model system dependencies with RBDs or fault trees. Build in operational rules for accurate performance simulation. Determine the most effective spare holding policy. Predict life cycle costs and analyze your test data for stressed failures in the ALT module. Identify plant performance trends in the process reliability module. -
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Arena
Rockwell Automation
Take the guesswork out of your decision making. Move confidently forward using Arena software. Simulation software is the creation of a digital twin using historical data and vetted against your system’s actual results. Arena™ Simulation Software uses the discrete event method for most simulation efforts, but you will see in using the tool that we cover areas in flow and agent-based modeling as well. Evaluate potential alternatives to determine the best approach to optimizing performance. Understand system performance based on key metrics such as costs, throughput, cycle times, equipment utilization and resource availability. Reduce risk through rigorous simulation and testing of process changes before committing significant capital or resource expenditures. Determine the impact of uncertainty and variability on system performance. Run "what-if" scenarios to evaluate proposed process changes. -
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AWS SimSpace Weaver
Amazon
Learn how to scale your simulation across instances without the hassle of managing them. AWS SimSpace Weaver makes it easier to build and run large-scale spatial simulations in the cloud, letting AWS manage the scale and complexity so you can focus on building. Understand possible real-world outcomes and visualize immersive environments with massive, city-scale 3D simulations. Increase the size, complexity, and number of objects in your simulations, distributed across instances fully managed by SimSpace Weaver. Avoid time-consuming challenges surrounding data management, replication, and time synchronization across servers. Integrate seamlessly with popular development toolkits and simulation engines, such as Unreal Engine and Unity. Create millions of dynamic entities with unique behavior models in virtual environments that are representative of the real world. Simulate traffic patterns, public transportation networks, or supply chain infrastructure for entire cities or countries.Starting Price: $6.08 per hour -
25
MapleSim
Waterloo Maple
From digital twins for virtual commissioning to system-level models for complex engineering design projects, MapleSim is an advanced modeling tool that helps you reduce development time, lower costs, and diagnose real-world performance issues. Remove vibrations with better control code, not hardware upgrades. Diagnose root-cause performance issues with detailed simulation results. Validate new design performance before physical prototyping. MapleSim is an advanced system-level modeling and simulation tool that applies modern techniques to dramatically reduce model development time, provide greater insight into system behavior, and produce fast, high-fidelity simulations. Scale and connect as the needs of your simulations grow more complex. Take your designs further with our flexible modeling language. Combine components across different domains in a virtual prototype. Solve tough machine performance problems. -
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Ostia Portus
Ostia Software Solutions
In many of today’s institutions, implementation of a new product idea or product enhancement takes months, if not years. This is the result of complex IT environments and infrastructure; change control and the need for production stability and reliability, security considerations etc. – the list is long. Wouldn’t it be great if one could implement a new product idea in weeks? Portus is a technology for the creation of clever test systems on demand. It tackles the challenge of making complex IT test systems available quickly and on demand by creating simulations of the required links to the back office IT systems. This enables test systems to be made available sooner thus reducing the test timeline from months (according to our reference customers) to weeks or even days. This converts to earlier delivery of new or enhanced applications with less risk and at reduced cost. Portus test systems can be created in days, on cost effective commodity hardware and software. -
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USIM PAC
Caspeo
USIM PAC is a steady-state process modeling and simulation software to design, analyze and optimize industrial processes. In a single interface, USIM PAC performs mass balancing, modeling and simulation of all the streams and unit operations of your processing plant. USIM PAC is a unique engineering software. It relies on a detailed and configurable characterization of material. Thus, it is particularly suitable if you deal with solids and complex mixtures, difficult to describe as pure substances. Empower engineering decisions. Improve efficiency and profitability of your processing plant. Better, faster and safer. USIM PAC is a complete software platform for modeling and simulation of industrial processes. It performs simulation, data reconciliation, mass balancing, flowsheeting, equipment sizing, economic and environmental calculations and off-line process optimization in a single environment for the overall plant or part thereof. -
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Energy2D
The Concord Consortium
Based on computational physics, Energy2D is an interactive multiphysics simulation program that models all three modes of heat transfer, conduction, convection, and radiation, and their coupling with particle dynamics. Energy2D runs quickly on most computers and eliminates the switches among preprocessors, solvers, and postprocessors typically needed to perform computational fluid dynamics simulations. It allows you to design "computational experiments" to test a scientific hypothesis or solve an engineering problem without resorting to complex mathematics. Work is also underway to incorporate other types of energy transformations and support multiple types of fluids. The conduction part of Energy2D is highly accurate, but the convection and radiation parts are not 100% accurate. Hence, in cases that involve convection and radiation, Energy2D results should be considered qualitative. More than 40 scientific papers have used Energy2D as a research tool.Starting Price: Free -
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OpenModelica
OpenModelica
OpenModelica is an open source modeling and simulation environment based on the Modelica language, intended for industrial and academic use. Its development is supported by the Open Source Modelica Consortium (OSMC), a non-profit organization. The platform aims to provide a comprehensive Modelica modeling, compilation, and simulation environment distributed in both binary and source code forms for research, teaching, and industrial applications. OpenModelica supports the Modelica Standard Library and is compatible with various operating systems, including Windows, Linux, and macOS. It is designed to facilitate the development and execution of both low-level and high-level numerical algorithms, making it suitable for control system design, solving nonlinear equation systems, and developing optimization algorithms applied to complex applications. The platform also offers tools for debugging, visualization, and animation, enhancing the user experience in modeling and simulation tasks.Starting Price: Free -
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Vensim
Ventana Systems
Vensim® is the software of choice for thousands of analysts, consultants, and researchers worldwide for building high-quality simulation models in business, scientific, environmental, and social systems. Vensim integrates into one environment a powerful suite of tools for developing, testing, interpreting, and distributing models. These tools include cause-and-effect diagramming, graphical and textual model construction, easy reproduction of model structure using subscripts (arrays), Monte Carlo sensitivity analysis, optimization, data handling, and application interfaces. Further features enable advanced model resolution and fidelity. Vensim includes patented techniques to aid error detection, error prevention, and rapid comprehension of complex results.Starting Price: $50 per month -
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Urbiverse
Urbiverse
Urbiverse helps you make smarter strategic decisions about urban mobility and logistics with AI‑driven simulations, synthetic data solutions, real‑time what‑if analysis, and optimized fleet sizing and infrastructure planning. It enables operators to forecast demand based on historical data, events, seasonal trends and real‑time analytics; simulate scenarios to determine the impact of new ride‑sharing, bike‑sharing, cargo‑bike or fleet‑size programs on traffic, user satisfaction, environmental goals, profitability and costs; evaluate financial implications under various tender conditions; optimize fleet distribution, operations management and micromobility parking; and combine real‑time and historical data to allocate resources efficiently across different vehicle types, empowering mobility operators and planners to move from guesswork to data‑driven decisions. Urbiverse processes millions of trips, supports infrastructure planning, and empowers urban fleet planners to test scenarios. -
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HAULSIM
RPMGlobal
HAULSIM connects the fleet assets, mining operational plans and the people to build a ‘digital twin’ of any mining operation – open pit or underground – to deliver an accurate representation of any mine sites haulage operations. With a 3-D Discrete Event Simulation (DES) engine, at its core, HAULSIM is the only mining simulation software that can quantify the impact of changes as the models reflect the complex and dynamic nature of a mine site in its entirety; including the variability, interactions and dependencies that occur in these systems. Decisions to a mine haulage system can be based on real data giving the user the ability to test multiple ‘why’ and ‘what-if’ scenarios to reduce operating costs through optimised performance, and ensure overall operational safety and efficiency. -
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vsTASKER
VirtualSim
By combining visual paradigm and code generation, it is even easier than before to design new models, define bespoke behaviors, assign plans to specific entities and create all kind of scenarios, from a simple test-bed to the most complex distributed trainer. vsTASKER allows study, animation, and visualization of any size and complexity of scenarios. Using graphical paradigm and automatic C++ code generation, user can build a simulator with unmatched simplicity. vsTASKER does not limit to any particular field. vsTASKER provides unprecedented mechanisms to tailor your synthetic environment, either from a simple 2D plan map to the most complex 3D game like environment. Once you have understood the concepts, testing a scenario or developing a system becomes so straightforward you will wonder how you did before. -
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InSilicoTrials
InSilicoTrials
InSilicoTrials.com is a web-based platform, which provides a user-friendly computational modeling and simulation environment where many integrated easy-to-use in silico tools are readily available. The platform targets primarily users from the medical devices and pharmaceutical sectors. The in silico tools available for medical devices enable computational testing in different biomedical areas like radiology, orthopedics and cardiovascular during product design, development and validation processes. For the pharmaceutical sector, the platform provides access to in silico tools developed at all stages of the drug discovery and development processes and for many different therapeutic areas. We have built the only cloud-platform based on the crowdscience concept that makes it easy to use validated models and cut your R&D costs now. A growing catalogue of models ready to be used, on a pay per use basis. -
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NVIDIA Isaac Lab
NVIDIA
NVIDIA Isaac Lab is a GPU‑accelerated, open source robot learning framework built on top of Isaac Sim, designed to unify and simplify robotics research workflows such as reinforcement learning, imitation learning, and motion planning. It leverages realistic sensor and physics simulation to support accurate training of embodied agents, providing ready‑to‑use environments, spanning manipulators, quadrupeds, and humanoids—with support for 30+ benchmark tasks and integration with popular RL libraries like RL Games, Stable Baselines, RSL RL, and SKRL. Isaac Lab features a modular, configuration‑driven design that enables developers to easily create, modify, and scale learning environments; it also supports collecting demonstrations via peripherals (gamepads, keyboards) and allows custom actuator models to facilitate sim‑to‑real transfer. The framework is built for both local and cloud deployment, accommodating flexible scaling of compute resources.Starting Price: Free -
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RoSi
Robotec.ai
RoSi is an end-to-end digital twin simulation platform that accelerates the development, training, and testing of robotics and automation systems, utilizing Software-in-the-Loop (SiL) and Hardware-in-the-Loop (HiL) simulations and generating synthetic datasets. It is applied to both classic and AI-powered technologies. RoSi is offered as a SaaS or on-premise software product. Key benefits include support for multiple robots and systems, realistic real-time simulation, unmatched performance and cloud scalability, open and interoperable standards (ROS 2, O3DE), and AI integrations for synthetic datasets and embodied AI. RoSi for Mining is designed to meet the needs of modern mining. It is utilized by mining companies, providers of mining technologies, and OEMs working within the mining industry. RoSi mining harnesses the power of optimized digital twin simulation technologies and scalable architecture to develop, validate, and test mining systems with unmatched efficiency and accuracy. -
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Leveraging SaaS capabilities through our industrial cloud platform, AVEVA Connect, AVEVA Unified Engineering is a data-centric environment for real-time engineering data. Spans the conceptual design, front-end engineering and design (FEED), and detailed design phases of your project's lifecycle. Achieve data transparency across project disciplines and throughout project design lifecycle phases, using the only data-centric environment which unifies the process engineering and asset engineering lifecycles. Execute conceptual, FEED, and detailed engineering design from one data-centric hub to enable collaboration across teams and external suppliers. Create a digital twin with real-time project data to deliver engineering visibility across all project partners, with minimal handover burden. Work securely, anytime and anywhere, to improve productivity, empower your workforce, and scale quickly according to project needs.
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Luminary Cloud
Luminary Cloud
Luminary Cloud is the world’s first modern computer-aided engineering SaaS platform that provides engineers insights in minutes, allowing for quick simulation, analysis, and iteration that were once impossible. Experience the magic of running simulations in minutes on the most advanced GPUs in the cloud. Securely store, access, and analyze all your raw simulation data to discover insights and optimize engineering designs. Run experiments faster for better product design and quality while reducing the chance of defects. Accelerate time to market by optimizing engineering efficiency and dramatically lower hardware, prototyping, and physical testing costs. Empower your team to create their best designs with faster insights and results, with the most accessible simulation platform. Run fast simulations at any scale, collaborate around the world with project sharing, and start analyzing results instantly.Starting Price: $5 per credit -
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ExecSims
Powersim Solutions
Dynamic simulations, rated highly by corporate trainers and business school professors, provide the best experiential learning. Our simulations have proven to be valuable in revealing links between strategy, operating decisions and performance outcomes. The simulation will also serve as a practice field for developing skills in observing, assessing and engaging in effective conversations. To get the best hands on management learning experience, business simulations ought to mimic the real world as best as possible. Our simulations are built on dynamic simulation modeling platform capturing non-linear relationships, time delays and causal relationships to realistically evaluate the consequences of team decisions on the business outcomes. -
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Simright
Simright
Simright Simulator can import a CAD model, setup and execute the structural analysis in web browser. It is designed to be very easy to use. Even you have no experience about CAE analysis, you can complete a simulation quickly. Simright Simulator can help you solve complex structural problem in many different industries online. The CAE technology can greatly reduce costs of physical experiments and help you to make wiser decisions. -
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Equalis
Equalis
Equalis provides a comprehensive set of products and deployment expertise ranging from product development modeling and simulation to test and development infrastructure. We provide turnkey systems that automatically update product development physics models based upon test data and thereby shorten product development time and expense. Our test and development experiences range from high speed & horsepower rotating machines, to mass flow chambers, through to large vehicle tilt tables. Simulation models of complex systems automatically learn and optimize various types of data.Starting Price: $995.00/year/user -
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ProcessModel
ProcessModel
ProcessModel is a simulation software designed to map and analyze complex processes, systems, and workflows. It is widely used in various industries, including manufacturing, healthcare, logistics, finance, and many others. It has an intuitive, and easy-to-use interface. Users can create process flow diagrams by simply dragging and dropping objects onto the canvas. ProcessModel has a powerful simulation engine that allows users to model and simulate complex processes in a virtual environment. The simulation engine can simulate both discrete and continuous processes and can be used to model both simple and complex systems. ProcessModel can optimize the process by finding the best combination of parameters to achieve specific goals. This allows users to identify the most cost-effective and efficient process designs. Scenario analysis is another useful feature that allows users to simulate multiple scenarios and compare the results to identify the most effective solution.Starting Price: $1,656 / Year / User -
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MAK ONE
MAK Technologies
A powerful and flexible Computer Generated Forces (CGF) platform to fill your synthetic environments with urban, battlefield, maritime, and airspace activity. VR-Engage lets users play the role of a first-person human character; a ground vehicle driver, gunner, or commander; or the pilot of a fixed-wing aircraft or helicopter. Game-like visual quality in a high-performance image generator. Designed by modeling & simulation experts for training and simulation projects. Physically accurate sensors, model the physics of light in any wavelength to represent electro-optical, night-vision, and infrared sensors. Applications that let you model, simulate, visualize, and participate in whole-earth multi-domain simulations. Multi-domain computer-generated forces. Multi-role virtual simulator. Image generator & battlefield visualization. EO, IR, and NVG imaging sensors. Synthetic aperture radar simulation. -
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20-sim
20-sim
20-sim is a modeling and simulation software package for mechatronic systems. With 20-sim you can enter models graphically, similar to drawing an engineering scheme. With these models, you can simulate and analyze the behavior of multi-domain dynamic systems and create control systems. You can even generate C-code and run this code on hardware for rapid prototyping and HIL-simulation. 20-sim provides you with features that allow you to create models very quickly and intuitively. You can create models using equations, block diagrams, physics blocks and bond graphs. Various features help you to build your models, simulate them and analyze their performance. Models are built in the 20-sim editor. This editor contains a large model library with building blocks to help you to construct models. The model library contains many components such as block diagrams and bond graphs.Starting Price: €108 one-time payment -
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Simulation Modeling
Rapid Modeling Corporation
Simulation modeling or Predictive modeling is a potent tool for developing experimental computer models that are exact copies of an existing system. These models include an AutoCAD layout, and are enhanced visually through animation to verify that the model is running just like the real system. In addition, the model runs real-world patient or product schedules and the behavior of the computer model can be benchmarked against the real system if it exists. Once a simulation model has been created, we can efficiently and accurately run detailed experiments on the computer model, and tune it for outstanding performance without ever disturbing the real system. Simulation is also commonly used to design new systems from scratch. Starting with a mere concept, our simulation models are regularly used to craft the "perfect facility, hospital, or clinic" for your organization. Simulation is also utilized as an improvement tool to existing systems that under-perform.Starting Price: $3,500 one-time payment -
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Sentaurus Process
Synopsys
Sentaurus Process is an advanced 1D, 2D and 3D process simulator for developing and optimizing silicon semiconductor process technologies. It is a new-generation process simulator for addressing the challenges found in current and future process technologies. Equipped with a set of advanced process models, which include default parameters calibrated with data from equipment vendors, Sentaurus Process provides a predictive framework for simulating a broad range of technologies from nanoscale CMOS to large-scale high-voltage power devices. Sentaurus Process is part of a comprehensive suite of core TCAD products for multi-dimensional process, device, and system simulations, embedded into a powerful user interface. Fast prototyping, development, and optimization of a broad range of technologies with comprehensive physics-based process modeling capabilities. Enhance device performance by optimization of thermal and mechanical stress in process structures with stress history. -
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COMSOL Multiphysics
Comsol Group
Simulate real-world designs, devices, and processes with multiphysics software from COMSOL. General-purpose simulation software based on advanced numerical methods. Fully coupled multiphysics and single-physics modeling capabilities. Complete modeling workflow, from geometry to postprocessing. User-friendly tools for building and deploying simulation apps. The COMSOL Multiphysics® software brings a user interface and experience that is always the same, regardless of engineering application and physics phenomena. Add-on modules provide specialized functionality for electromagnetics, structural mechanics, acoustics, fluid flow, heat transfer, and chemical engineering. Choose from a list of LiveLink™ products to interface directly with CAD and other third-party software. Deploy simulation applications with COMSOL Compiler™ and COMSOL Server™. Create physics-based models and simulation applications with this software platform. -
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Simcenter 3D
Siemens
Address complex engineering challenges by enhancing simulation efficiency. Simcenter 3D is one of the most comprehensive, fully-integrated CAE solutions. Simcenter 3D helps you model and evaluate complex product performance through revolutionary improvements in simulation efficiency. By integrating multiple physics domains together from a single simulation modeling environment, you gain better insight into your product’s performance faster. Simcenter 3D is an integrated environment in which you perform all of your CAE pre- and post-processing. Unrivaled geometry manipulation tools help you intuitively defeature and abstract computer-aided design (CAD) geometry from any source. Comprehensive meshing and modeling tools support multiple simulation applications and give you the unique capability to associate your analysis model with design data. This helps you speed up the tedious modeling process and keep analysis models in sync with the latest design. -
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TPT
PIKETEC
With TPT you can test ECU software and embedded control systems in all development phases such as model-in-the-loop (MiL testing), software-in-the-loop (SiL testing), processor-in-the-loop (PiL testing), hardware-in-the-loop (HiL testing), ECU testing and vehicle testing. Whether you create a simple module test or a complex system test, TPT provides unique features to create those tests intuitively and flexibly. Safety standard directives can be satisfied while testing with TPT up to the highest safety level. Relevant standards, such as ISO 26262, are well supported. TPT supports all testing activities from test case design/generation, test execution, test assessment and reporting, as well as test management and requirements traceability. We designed TPT to be the best tool for testing signal-oriented systems. With TPT your test case design is very powerful, easy to handle and easy to maintain even for complex systems with large interfaces. -
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DRAGSIM
RPMGlobal
Whether you compare before spending or compare before digging, DRAGSIM dragline simulation can help you find the right fit for your mine site. Mining engineers have trusted DRAGSIM for decades to make informed operational decisions, obtaining practical productivity and production cost data with speed and precision. DRAGSIM’s fully auditable functionality makes it a great fit for your company’s governance platform; you too can trust it to deliver accuracy and reliability from the pit to the boardroom. Vary parameters to analyze the impact of changes. Trusted dragline solution for over 40+ years. DRAGSIM is a dragline simulation system designed to optimize equipment productivity and waste movement to provide complete confidence in your decisions using the DRAGSIM decision support capability. By reproducing dragline methods across a range of operational parameters, and incorporating blasting, waste stripping, and other mining equipment into the analysis,