Alternatives to Azure IoT Solution Accelerators
Compare Azure IoT Solution Accelerators alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Azure IoT Solution Accelerators in 2026. Compare features, ratings, user reviews, pricing, and more from Azure IoT Solution Accelerators competitors and alternatives in order to make an informed decision for your business.
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AWS IoT
Amazon
There are billions of devices in homes, factories, oil wells, hospitals, cars, and thousands of other places. With the proliferation of devices, you increasingly need solutions to connect them, and collect, store, and analyze device data. AWS has broad and deep IoT services, from the edge to the cloud. AWS IoT is the only cloud vendor to bring together data management and rich analytics in easy-to-use services designed for noisy IoT data. AWS IoT offers services for all layers of security, including preventive security mechanisms, like encryption and access control to device data, and service to continuously monitor and audit configurations. AWS brings AI and IoT together to make devices more intelligent. You can create models in the cloud and deploy them to devices where they run 2x faster compared to other offerings. Optimize operations by easily creating digital twins of real-world systems. Run analytics on volumes of IoT data easily—without building an analytics platform. -
2
Zoho IoT
Zoho
Zoho IoT is a low-code, cloud-based IoT platform designed to help organizations build, deploy, and scale connected solutions across a wide range of use cases, including Industrial IoT (IIoT), smart buildings, energy monitoring, fleet management, asset tracking, and utilities monitoring. The platform supports 40+ IoT and industrial communication protocols such as MQTT, OPC-UA, Modbus, BACnet, SNMP, CoAP, and HTTPS, enabling seamless connectivity with sensors, machines, PLCs, meters, gateways, and vehicles. Zoho IoT provides native capabilities for device onboarding, real-time data ingestion, digital twins, dashboards, alarms, workflow automation, and device lifecycle management. With its low-code application builder, users can rapidly create custom IoT applications, rules, and workflows without extensive coding. Built-in role-based access control, data security, and scalable cloud infrastructure ensure enterprise-grade reliability.Starting Price: $49/application/month -
3
MORAI
MORAI
MORAI offers a digital twin simulation platform that accelerates the development and testing of autonomous vehicles, urban air mobility, and maritime autonomous surface ships. Built with high-definition maps and a powerful physics engine, it bridges the gap between real-world and simulation test environments, providing all key elements for verifying autonomous systems, including autonomous driving, unmanned aerial vehicles, and unmanned ship systems. It provides a variety of sensor models, including cameras, LiDAR, GPS, radar, and Inertial Measurement Units (IMUs). Users can generate complex and diverse test scenarios from real-world data, including log-based scenarios and edge case scenarios. MORAI's cloud simulation allows for safe, cost-effective, and scalable testing, enabling multiple simulations to run concurrently and evaluate different scenarios in parallel. -
4
Azure IoT Central
Microsoft
Azure IoT Central is highly secure, scales with your business as it grows, ensures your investments are repeatable, and integrates with your existing business apps. Build scalable solutions faster with IoT Plug and Play. Simplify device interactions in IoT solutions with an open modeling language. This not only enables a seamless device-to-cloud integration experience, but it also helps reduce development time, cost, and complexity. Device Builders can build devices that integrate seamlessly with any Azure IoT cloud solution. Solution Builders can accelerate solutions without writing embedded code. Consider how your IoT solutions grow as you need them, and how to protect your data on devices and in the cloud. Azure IoT Central is the only app platform that’s built with the properties of highly secure and scalable IoT solutions. Get ahead in your market and transform your business with our growing selection of IoT app templates for common industry scenarios.Starting Price: $0.08 per month -
5
Cyberstanc Swatbox
Cyberstanc
Traditional malware sandboxing and simulation solutions may fall short of detecting emerging threats because they often rely on static analysis and pre-defined rules to detect malware. SWATBOX is an advanced malware simulation and sandboxing platform that utilizes simulated intelligence technology to detect and respond to emerging threats in real-time. It is designed to emulate a wide range of realistic attack scenarios, allowing organizations to assess the effectiveness of their existing security solutions and identify any potential vulnerabilities. SWATBOX utilizes a combination of dynamic analysis, behavioral analysis, and machine learning to detect and analyze malware samples in a controlled environment. It uses real-life malware from the wild, which involves creating a sandboxed environment that simulates a real-world target and seeding it with decoy data, to lure attackers into a controlled environment where they can be monitored and their behavior studied. -
6
MedVision
MedVision
MedVision is a global company that designs and manufactures a wide range of high-fidelity human patient simulators. Their innovative solutions for simulation training include the Leonardo Patient Simulator, a high-fidelity adult manikin that helps simulate real patient care to train healthcare professionals. Leonardo features a highly detailed face to encourage empathic engagement, imitation of different clinical scenarios, and advanced settings such as difficult airway management. The simulator provides lifelike kinesthetics with realistic weight, height, and natural articulation, offering an immersive sensory experience. Other products in their simulator family include the Mia Infant Patient Simulator, designed to replicate the physiology and anatomy of an infant with unprecedented accuracy, and the Lisa Female Patient Simulator, which offers realistic features for comprehensive training. MedVision's simulators are designed to work with real medical devices. -
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Bridgera Monitoring
Bridgera
The industrial Internet of Things (IIoT) calls for robust, tailored IIoT solutions like Bridgera Monitoring. Built on Bridgera’s powerful IoT platform, Bridgera Monitoring enables organizations of all sizes to leverage the Internet of Things in manufacturing and industry with incredible ease as well as high scalability. Unlike generic industrial IoT solutions, Bridgera Monitoring can be customized to meet the challenges of individual deployments and specific use cases across all sectors. IoT is an essential technology tool in modern manufacturing and industry. Bridgera Monitoring is a user-friendly, highly customizable industrial IoT application that companies can use to monitor their devices in real time and make data-driven decisions. Monitor equipment in real time using custom dashboards that provide insight into performance and data trends. Control access by role, organization or company with unlimited branching and white-label branding at any level. -
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SIMulation Workbench
Concurrent Real-Time
Hardware-in-the-loop simulation is a trusted, cost-effective alternative for executing tests on actual equipment. It is ideal for proving designs and performing tests of complex equipment such as in automobiles, airplanes, missiles, satellites, rockets and locomotives. Testing is executed in a virtual test scenario instead of on the road or in real-devices. Much of the test environment is replaced by mathematical models, so components can be inserted into a closed loop. This makes for tests that are reproducible, systematic and fast, as well as more reliable. Concurrent hardware-in-the-loop simulation solutions feature the SIMulation Workbench real-time modeling environment running on the RedHawk Linux operating system. SIMulation Workbench provides a complete framework that makes it easy to develop and execute hardware-in-the-loop simulations in real-time. -
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Snowglobe
Snowglobe
Snowglobe is a high-fidelity simulation engine that helps AI teams test LLM applications at scale by simulating real-world user conversations before launch. It generates thousands of realistic, diverse dialogues by creating synthetic users with distinct goals and personalities that interact with your chatbot’s endpoints across varied scenarios, exposing blind spots, edge cases, and performance issues early. Snowglobe produces labeled outcomes so teams can evaluate behavior consistently, generate high-quality training data for fine-tuning, and iteratively improve model performance. Designed for reliability work, it addresses risks like hallucinations and RAG fragility by stress-testing retrieval and reasoning in lifelike workflows rather than narrow prompts. Getting started is fast: connect your bot to Snowglobe’s simulation environment and, with an API key for your LLM provider, run end-to-end tests in minutes.Starting Price: $0.25 per message -
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Lucky Robots
Lucky Robots
Lucky Robots is a robotics-focused simulation platform that lets teams train, test, and refine AI models for robots entirely in high-fidelity virtual environments that mimic real-world physics, sensors, and interactions, enabling massive generation of synthetic training data and rapid iteration without physical robots or costly lab setups. It uses hyper-realistic scenes (e.g., kitchens, terrain) built on advanced simulation tech to create varied edge cases, generate millions of labeled episodes for scalable model learning, and accelerate development while reducing cost and safety risk. It supports natural language control in simulated scenarios, lets users bring their own robot models or choose from commercially available ones, and includes tools for collaboration, environment sharing, and training workflows via LuckyHub, helping developers push models toward real-world performance more efficiently.Starting Price: Free -
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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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CIVA
EXTENDE
CIVA is a comprehensive simulation and analysis software designed specifically for Non-Destructive Testing (NDT) applications, offering advanced tools for Ultrasonic Testing (UT), Eddy Current Testing (ECT), and Radiographic Testing (RT). It provides powerful modeling capabilities to simulate inspection processes, enabling users to predict and analyze the performance of NDT methods in a virtual environment before conducting real-world inspections. CIVA helps optimize inspection techniques, reduce costs, and improve reliability by simulating defect detection, characterizing material properties, and visualizing inspection scenarios in detail. Its user-friendly interface and robust computational algorithms make it an essential tool for industries such as aerospace, energy, and manufacturing, where safety and precision are paramount. With CIVA, engineers can evaluate inspection parameters, enhance defect detection reliability, and ensure compliance with industry standards. -
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Azure IoT Hub
Microsoft
Managed service for bidirectional communication between IoT devices and Azure. Enable highly secure and reliable communication between your Internet of Things (IoT) application and the devices it manages. Azure IoT Hub provides a cloud-hosted solution back end to connect virtually any device. Extend your solution from the cloud to the edge with per-device authentication, built-in device management, and scaled provisioning. Use device-to-cloud telemetry data to understand the state of your devices and define message routes to other Azure services—without writing any code. In cloud-to-device messages, reliably send commands and notifications to your connected devices and track message delivery with acknowledgement receipts. Automatically resend device messages as needed to accommodate intermittent connectivity. Azure IoT Central: Proof of concept isn’t your endgame. We’ll help you build industry-leading solutions with a hosted IoT application platform.Starting Price: $10 per IoT unit per month -
14
OpenBAS
Filigran
OpenBAS is an open source breach and attack simulation (BAS) platform developed by Filigran, designed to help organizations plan, schedule, and conduct cyber adversary simulation campaigns and tests. It enables the creation of dynamic attack scenarios, ensuring accurate, timely, and effective responses during real-world incidents. With over 800 GitHub stars and more than 10 injectors, OpenBAS allows for customizable simulations tailored to various industry needs, evaluating both technical and human aspects of security posture. It integrates threat intelligence from OpenCTI, enabling dynamic customization based on the latest cyber threat insights, used techniques, and relevant adversary behaviors. OpenBAS facilitates team and technology evaluations regarding actual cyber threats and collaborative feedback on scenarios within the platform, enabling detailed analysis for a comprehensive review process. -
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SIMULIA
Dassault Systèmes
Powered by the 3DEXPERIENCE® platform, SIMULIA delivers realistic simulation applications that enable users to reveal the world we live in. SIMULIA applications accelerate the process of evaluating the performance, reliability and safety of materials and products before committing to physical prototypes. Delivers powerful simulation of structures, fluids, multibody, and electromagnetics scenarios including complex assemblies directly linked with the product data. Modeling, simulation, and visualization technology are fully integrated on the 3DEXPERIENCE Platform, including process capture, publication, and re-use. The value of the customer’s existing investment in simulation horsepower is maximized by allowing simulation data, results, and IP to connect to the platform and become true corporate assets that powers innovation for all users. -
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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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K-Studio
Knowmore
K-Studio The Application Simulator for creating dynamic training contents. Accelerate the handling of your employees by training them through practice dashboard de K-Now. Create content simulating your application environment. With K-Studio, you have a complete workshop to create realistic, maintainable and easy to distribute application simulations. To train in the use of your strategic applications ERP, CRM, PLM, Cloud, carry out typical scenarios. Our software allows you to create simulated environments in realistic conditions with your functionalities and your data, and simply distribute these for the successful training of your users face-to-face and at a distance. Make your users efficient, wherever they are. Total realism: as for a flight simulation, K-Studio our simulation workshop, produces ultra-realistic exercises to guarantee a good level of mastery of your users. 100% web: No Flash, ActiveX, Java or other plug-in, broadcast your simulations from an LMS. -
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Medical-X
Medical-X
Medical-X is a Dutch company specializing in the design, development, manufacturing, marketing, and distribution of simulation products for medical teaching and training. Their product range includes ultra-realistic and highly customizable simulators designed to ensure that first responders and caregivers are prepared for real-life medical scenarios. The ADAM-X adult patient simulator is a reproduction of a human's skeletal and anatomical structure, featuring distinctive human characteristics to enhance training realism. NENASim, their pediatric patient simulator, is available in three sizes, preemie, newborn, and infant, each designed to provide realistic pediatric care scenarios. Medical-X also offers the LAP-X surgical simulator, which is the lightest and most portable surgical simulator, available in hybrid, VR, or box configurations. Their task trainers, such as the Airway Management Trainer and IV Arm, provide realistic solutions for skills training. -
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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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Litmus Edge Manager
Litmus
Drive efficiency and scale with our centralized, hardware agnostic edge management platform. A platform purpose-built to give the industrial edge and enterprise teams better visibility, access, and orchestration control over their edge devices, data, and applications. Visualize data from all sites and centrally deploy applications for exponential opportunities. Drive operational efficiency with deployment templates and send secure over-the-air-updates to scale IIoT implementations rapidly. Set up and configure IIoT devices remotely and create templates for rapid deployment to tens or hundreds of sites. Mass provision large-scale IIoT deployments across all your sites with ease. Streamline maintenance with remote management, troubleshooting and over-the-air updates. Use Litmus Edge Manager for end-to-end edge lifecycle management. -
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Bevywise IoT Simulator
Bevywise Networks
Configure IoT simulator to send real time messages within a range or from a random set or values based on time and client. Simulate dynamic messages in two message formats such as TEXT and JSON like the real world IoT devices. Supports four types of dynamic values to be sent as a part of messages such as System variables timestamp and Client Identifier, Random, Range, Linear and Constant to flexibly vary the data published in every sequence to make it in sync with the real device. Configure IoT events with your predefined data set by uploading CSV file using CSV Importer. Every command sent to the edge device / IoT endpoint will have a response form the device once the action is done. Create the real scenario with an automatic response using Behavior simulation, an automatic response engine which will respond to the subscriber based on the received messages & topics. When the simulation request is received, the virtual connected devices start publishing the data to the endpoint.Starting Price: $599 per year -
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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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Reekoh
Reekoh
Make your asset, operational and business data interoperable using one platform. We empower enterprises across all industry segments with capabilities to reduce complexity, remove barriers and accelerate time-to-value in their integrated solutions, uniquely bringing together Physical (IoT/IIoT/OT) and Application (IT) data. Securely manage OT, IoT, IIoT and business app data ingestion from across disparate and fragmented systems, protocols, networks and data formats. Enrich contextual data, manage metadata, perform transformation and utilsie data mapping to work with common data models and schemas. Integrate data to various endpoints for application and process logic, storage and data analysis, as well as physical and digital automation. Reekoh Accelerate™ is a hybrid integration platform that powerfully treats data from physical and digital assets as first class citizens. It provides a secure and agile toolset for device and data management, business workflow and automation. -
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dSPACE
dSPACE
dSPACE is a virtual validation solution that lets engineers simulate, test, and validate embedded software systems early and efficiently in a purely virtual environment before physical hardware exists, dramatically accelerating development cycles and reducing time-to-market. With the dSPACE SIL solution, you can generate or import your system under test code, connect it with plant, environment, and restbus models, and execute comprehensive tests on a PC or in cloud-based simulation, enabling scalable, automated validation across individual software units, ECU integration, complete system functions, and complex network interactions without requiring real hardware. It supports seamless reuse of test artifacts and scenarios between SIL and HIL environments, offers an open architecture that integrates with third-party tools, and includes capabilities for planning, executing, and automating test campaigns. -
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ThingWorx
PTC
The industrial Internet of Things (IIoT) connects your people, products, and processes to power digital transformation. Using industrial IoT platforms, companies connect, monitor, analyze, and act on data in new ways. You can start fast with digital transformation, using IoT for strategic pilots, while easily scaling solutions to reshape your organization. Leaders depend on the industrial IoT from how they design, manufacture, and service products, to how they create value and engage with customers. The best way to accelerate digital transformation is by using a proven industrial IoT platform that’s purpose-built for you. Scale to new markets, improve throughput, and unlock new business models such as products as a service. Get to market faster with rapid application development. Use industrial Internet of Things platforms to wrap and extend legacy assets for new functionality. -
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Libraesva PhishBrain
Libraesva
Libraesva Phishing Simulator is a security awareness and testing solution designed to help organizations assess and improve employee resilience against phishing attacks through realistic, controlled simulations. It enables administrators to create and launch customizable phishing campaigns that mimic real-world threats, allowing security teams to identify vulnerable users and measure organizational risk exposure. With an intuitive management interface, the solution provides detailed reporting on user behavior, including who opened messages, clicked malicious links, or submitted credentials, enabling targeted follow-up training. It supports a wide range of ready-to-use phishing templates and allows companies to tailor scenarios to their specific threat landscape, industries, or internal policies. By combining automated campaign scheduling, performance analytics, and user risk scoring, the tool helps organizations build continuous security awareness programs. -
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Parallel Domain Replica Sim
Parallel Domain
Parallel Domain Replica Sim enables the creation of high-fidelity, fully annotated, simulation-ready environments from users’ own captured data (photos, videos, scans). With PD Replica, you can generate near-pixel-perfect reconstructions of real-world scenes, transforming them into virtual environments that preserve visual detail and realism. PD Sim provides a Python API through which perception, machine learning, and autonomy teams can configure and run large-scale test scenarios and simulate sensor inputs (camera, lidar, radar, etc.) in either open- or closed-loop mode. These simulated sensor feeds come with full annotations, so developers can test their perception systems under a wide variety of conditions, lighting, weather, object configurations, and edge cases, without needing to collect real-world data for every scenario. -
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Simgenics 3D PACT
Hexagon PPM
Take advantage of 3D simulated training based on 3D models or laser scans. Simgenics 3D PACT provides a uniquely engaging, interactive training experience that has been proven to offer better knowledge retention than traditional classroom training approaches. Real-world scenarios enable trainees to step through operating and commissioning procedures, maintenance tasks, inspections and isolations. Trainees can respond to simulated emergencies as if they were actually on the facility floor. Simgenics 3D PACT is a 3D-based training simulation solution that provides a uniquely engaging, interactive training experience that has been proven to offer better knowledge retention than traditional classroom training approaches. Real-world scenarios enable trainees to step through operating and commissioning procedures, maintenance tasks, inspections, and isolations. Simgenics is the respected leader in providing engineering and training simulators to the process and power industries. -
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PFLB
PFLB
PFLB is an AI-powered load testing platform where you can simulate massive traffic to your websites, and applications. It’s easy to use and super helpful for teams that want to ensure their product is ready to scale. Features: Realistic testing with scenario-based traffic simulation. Importing your production load profile with Google Analytics integration. Easy scripting with an intuitive no-code editor. Executing advanced JMeter scenarios at scale. Resolving bottlenecks with AI-powered performance insights. Discovering load testing results with Grafana dashboards. Protocols: HTTP, HTTPS, gRPC, JDBC, JMS, AMQP, MQTT, Kafka.Starting Price: $50/month -
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LoadComplete
SmartBear
LoadComplete is a load testing tool for creating and running automated load tests for web servers and services. It will help you check your web server’s performance under a massive load, determine its robustness and estimate its scalability. Load testing consists in simulating a massive load (requests) on a web server. LoadComplete automates creating load tests by recording actions you perform over web pages and simulating these actions with dozens and hundreds of virtual users working simultaneously. Each virtual user simulates a recorded scenario, and the entire load test simulates a real-life massive load on the server. LoadComplete produces detailed test results for generated traffic. You can also monitor various server metrics (like CPU usage) during the test run. -
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PrimeSim HSPICE
Synopsys
PrimeSim HSPICE circuit simulator is the industry's "gold standard" for accurate circuit simulation and offers foundry-certified MOS device models with state-of-the-art simulation and analysis algorithms. With over 25 years of successful design tape outs, HSPICE is the industry's most trusted and comprehensive circuit simulator. For on-chip simulation, analog designs, RF design, custom digital design, standard cell design and characterization, memory design and characterization, and device model development. For off-chip signal integrity simulation, silicon-to-package-to-board-to-backplane analysis and simulation. HSPICE is a key part of the Synopsys analog/mixed-signal (AMS) verification suite, a solution built to address the most critical issues in AMS verification. HSPICE is the industry’s “gold standard” for accurate circuit simulation and offers foundry-certified MOS device models with state-of-the-art simulation and analysis algorithms. -
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Loadsy
Loadsy
Run Performance Tests for Digital Products/Services in Minutes Avoid Steep Learning Curve… Design, Run, Save and Automate your Tests with JavaScript Code. • Design threads as complex as you need, simulate diverse and real scenarios simultaneously for your tests with JavaScript code. • Create and run any kind of performance tests with just one tool. • Tests for any platform no matter where it’s hosted, in the cloud, or an on-premise server. • Test continuously with CI/CD integrated tools, automate performance tests. • Get data in real-time, catch and solve blind spots before a user does. • Get a realistic simulation with virtual browsers and simulate hundreds of thousands of users.Starting Price: $0.05/hour/user -
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CloudPlugs
CloudPlugs
Create digital-twins of your devices and connect them in minutes with Edge One™, the SmartPlug™, the PicoPlug™, or with our MQTT and REST libraries. Configure, manage and update all your devices remotely. Send edge data to CloudPlugs IoT or to any IoT cloud. Develop your edge IIoT applications in any language. Quickly build dashboards and HMI’s with powerful edge and cloud visual designers. Deploy applications, containers and updates for thousands of devices with one-click through CloudPlugs IoT. Easily ingest, process and analyze edge data. Optimize and automate operations. Manage the lifecycle of your devices, applications, containers and data from a single, easy to use, central management console. We have helped our customers connect legacy DCS systems, connect data lakes and implement predictive maintenance, asset tracking and materials aging solutions in power plants. We have integrated end-to-end building management, energy management, occupancy management, etc. -
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Cognata
Cognata
Cognata delivers full product lifecycle simulation for ADAS and autonomous vehicle developers. Automatically-generated 3D environments and realistic AI-driven traffic agents for AV simulation. Autonomous vehicles ready-to-use scenario library and simple authoring to create millions of AV edge cases. Closed-loop testing with painless integration. Configurable rules and visualization for autonomous simulation. Measured and tracked performance. Digital twin grade 3D environments of roads, buildings, and infrastructure that are accurate down to the last lane marking, surface material, and traffic light. A global, cost-effective, and efficient architecture built for the cloud from the beginning. Closed-loop simulation or integration with your CI/CD environment are a few clicks away. Enables engineers to easily combine control, fusion, and vehicle models with Cognata’s environment, scenario, and sensor modeling capabilities. -
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Cyttack.ai
MST Networks
Cyttack.ai is an AI-driven cybersecurity platform designed to help organizations test and strengthen their defenses through realistic DDoS attack simulations. The platform enables security teams to safely emulate volumetric, protocol, and application-layer attacks in a controlled environment without impacting live operations. Cyttack.ai provides real-time monitoring, detailed analytics, and actionable reports that highlight vulnerabilities, infrastructure limits, and mitigation gaps. With customizable attack scenarios, businesses can validate network resilience, evaluate security controls, and improve incident readiness. The cloud-based solution requires no complex setup and supports continuous security assessment for enterprises, startups, and MSSPs. Cyttack.ai empowers organizations to proactively identify risks, optimize defense strategies, and ensure business continuity against evolving cyber threats. -
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ATI Testing
ATI Nursing Education
ATI Testing offers a range of simulation tools designed to enhance nursing education by providing realistic, screen-based clinical scenarios. The Real Life Clinical Reasoning Scenarios immerse students in lifelike situations, challenging them to make critical healthcare decisions that impact patient outcomes, thereby fostering clinical judgment and decision-making skills. Additionally, Swift River Simulations provide over 600 unfolding scenarios across major clinical areas, allowing students to gain confidence and experience through exposure to diverse patient cases. -
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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. -
38
ProModel
BigBear.ai
ProModel is a discrete event simulation and predictive analytics tool, that helps provide clarity for your most complex decisions. Accelerate your system's performance while reducing risk with ProModel AI simulation software. We provide data-driven solutions in industries that require precise planning and forecasting to ensure operations run smoothly, efficiently, and optimally. You need to know how changes to your operations will impact production and scheduling, today and in the future. Our AI simulation software products allow organizations to design, simulate, and optimize factory layouts with a digital twin, quickly and accurately forecast patient census and bed capacity, uncover and prevent bottlenecks in operations, and optimize capacity planning and scheduling while streamlining production flows. Leverage dynamic simulation models for better process management. Use visual insights to see where and why bottlenecks occur. -
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CoppeliaSim
Coppelia Robotics
CoppeliaSim, developed by Coppelia Robotics, is a versatile and powerful robot simulation platform utilized for rapid algorithm development, factory automation simulations, fast prototyping and verification, robotics education, remote monitoring, safety double-checking, and digital twin creation. It features a distributed control architecture, allowing each object or model to be individually controlled via embedded scripts (Python or Lua), plugins (C/C++), remote API clients (Python, Lua, Java, MATLAB, Octave, C, C++, Rust), or custom solutions. The simulator supports five physics engines, MuJoCo, Bullet Physics, ODE, Newton, and Vortex Dynamics, for fast and customizable dynamics calculations, enabling realistic simulation of real-world physics and object interactions, including collision response, grasping, soft bodies, strings, ropes, and cloths. CoppeliaSim provides forward and inverse kinematics calculations for any type of mechanism.Starting Price: $2,380 per year -
40
Codemagic
Codemagic
Codemagic macOS build machines make building hybrid applications seamless thanks to the ever-growing list of preinstalled software available. Set up your Cordova Android and iOS app builds and workflows in a single, easy-to-configure codemagic.yaml file. Ensure the health of your Android and iOS apps with automated tests on simulators, emulators and real devices, and receive immediate feedback on build results. Codemagic integrates with Apple Developer Portal for easy iOS code signing and allows you to deploy to App Store Connect and Google Play without delay. Set up your React Native app builds and workflows in a single, easy-to-configure codemagic.yaml file. Codemagic’s macOS build machines come with multiple Xcode versions, Android SDK and npm preinstalled for hassle-free Android and iOS builds. Codemagic makes it easy to automate the testing of your React Native apps on simulators, emulators and real devices.Starting Price: $0.015 per minute -
41
MoQuality
MoQuality
MoQuality is a sandbox that enables end-to-end UI testing for your Android and iOS apps. Helps build robust Appium tests. No more flaky tests. Integrates with your continuous testing workflow. Stores all test artifacts (tests, builds and reports) under one dashboard. Generates visual test reports to assist with triaging and test maintenance. Enables advanced functionality over Appium open-source. Write your Appium tests in Python, Java, JavaScript (wd/webdriverio). Build and debug your Appium script on the fly with MoQuality. Run the tests locally on real devices, emulators, and simulators. Test reports are the results of test runs that are saved by the user. You can run your Appium tests locally as many times as you wish. MoQuality supports most Android and iOS real devices, emulators and simulators. We do not restrict the number of users per license. Go ahead and add all your teammates to share the test reports.Starting Price: $25 per month -
42
TAITherm
ThermoAnalytics
Simulate the complete range of heat transfer phenomena, from convection to radiation, storage to dissipation, and steady-state to dynamic and transient environmental influences. TAITherm thermal analysis software is as easy to use as it is powerful. It solves for solar and thermal radiation, convection, and conduction, including ever-changing environments. TAITherm removes the burden of complicated thermal simulations and ensures that your design will function optimally in real-world scenarios. TAITherm is used by thousands of engineers and teams around the globe. Our customers use TAITherm for an array of applications including the latest advancements in automotive, electronics, wearables, military technology, architecture, and more. Our customers are pushing the boundaries of new technology by increasing usability, safety, and effectiveness in their industries through thermal simulations and thermal analysis. -
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SimsUshare
SimsUshare
SimsUshare is a fire and emergency simulation and training software platform that lets users rapidly build realistic, scenario-based fire simulations using their own photographs of buildings, structures, apparatus, and equipment to prepare teams for critical incidents with high realism and relevance to their response area. It supports dynamic real-time simulations for individual or group training, whether on-site or remote, and offers customizable scenarios for incident command, company officer development, size-up practices, HazMat and safety simulations, and promotional exam preparation. Its features include embedding simulations in learning management systems, websites, or email, interactive walkthroughs, evolving simulation conditions, built-in messaging, checkoff forms to track training progress, and support for 360° remote simulations. The Command Training Center (CTC) enables cloud-based management of exercises, and coordination of multiple participants. -
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Phishr
Phishr
Phishr is a comprehensive phishing simulation and security awareness training platform designed to help organizations educate employees, identify vulnerabilities, and build a strong defense against phishing attacks. By simulating realistic phishing scenarios, Phishr allows businesses to test how employees respond to phishing emails and social engineering attempts, providing valuable insights into organizational risk levels. It offers a wide range of customizable phishing templates, enabling security teams to replicate common and emerging phishing tactics tailored to their industry. When employees fall for simulated attacks, automated training modules and real-time feedback are deployed to educate them on recognizing and avoiding future threats. Phishr also includes detailed analytics and reporting tools, allowing organizations to track progress over time, identify high-risk individuals or departments, and demonstrate compliance with cybersecurity training requirements.Starting Price: $200 per month -
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Baited
Baited SA
Baited is a phishing simulation platform built by ethical hackers to replicate real-world attack scenarios using AI and advanced OSINT capabilities. It analyzes public data about your organization to generate hyper-personalized phishing campaigns that mirror criminal techniques used by actual threat actors. Key features include: - AI-generated, ultra-realistic phishing emails - Tailored OSINT-based simulations targeting specific org contexts - Encrypted, anonymized data hosted on Swiss bare-metal infrastructure - Adaptive learning and in-depth post-simulation analytics It’s a proactive platform designed to expose and harden human vulnerabilities—before attackers do.Starting Price: $6/month/user -
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MPLAB Mindi Analog Simulator
Microchip Technology
MPLAB® Mindi™ Analog Simulator reduces circuit design time and design risk by simulating analog circuits prior to hardware prototyping. The simulation tool uses a SIMetrix/SIMPLIS simulation environment, with options to use SPICE or piecewise linear modeling, that can cover a very wide set of possible simulation needs. This capable simulation interface is paired with proprietary model files from Microchip to model specific Microchip analog components in addition to generic circuit devices. This simulation tool installs and runs locally on your PC. Once downloaded, no Internet connection is required, and the simulation run time is not dependent on a remotely located server. The result is fast, accurate analog circuit simulations. Run the simulation tool directly on your own PC; once installed no Internet connection is required. -
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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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Ensure corporate and regulatory compliance with BMC AMI Recovery for Db2 which proactively automates, estimates, simulates, and reports compliance. Automatically manage data resiliency for your business. BMC AMI Recovery for Db2 ensures your data is always recoverable, so your applications are always running, your business is always on, and your customers are always receiving a transcendent experience. Automate, accelerate and streamline backup and recovery jobs. Reverse damaging changes to operational data. Estimate and simulate disaster recovery scenarios. Use proactive health checks to ensure compliance. Comply with GDPR requirements for recovery timeliness. Provide dashboard-based visibility into recovery activity for strategic decision-making. Connect with a database management expert. Simulate disaster scenarios to verify recovery processes, resources, and timelines. Quickly create complete, data-consistent backups with no downtime.
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Coval
Coval
Coval is a simulation and evaluation platform designed to accelerate the development of reliable AI agents across chat, voice, and other modalities. By automating the testing process, Coval enables engineers to simulate thousands of scenarios from a few test cases, allowing for comprehensive assessments without manual intervention. Users can create test sets by adding customer transcripts or describing user intents in natural language, with Coval handling the formatting. The platform supports both text and voice simulations, facilitating the testing of AI agents against a set of scorecard metrics. Comprehensive evaluations of agent interactions are provided, enabling performance tracking over time and root cause analysis of specific runs. Coval also offers workflow metrics that provide observability into system processes, aiding in the optimization of AI agents.Starting Price: $300 per month
