Alternatives to GAMS

Compare GAMS alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to GAMS in 2026. Compare features, ratings, user reviews, pricing, and more from GAMS competitors and alternatives in order to make an informed decision for your business.

  • 1
    DC-E DigitalClone for Engineering

    DC-E DigitalClone for Engineering

    Sentient Science Corporation

    DigitalClone® for Engineering is the world's only gearbox reliability prediction solution integrating multiple scales of analysis in a single software package. In addition to modeling and analysis capabilities at the gearbox and gear/bearing levels, DC-E is the only solution available that models fatigue life based on detailed, physics-based models of the material microstructure (US Patent 10474772B2). DC-E enables construction of a gearbox digital twin with high value across all stages of the lifecycle of the physical asset - from design and manufacturing optimization to component supplier selection to failure root cause analysis to condition-based maintenance and to prognostics. This computational environment drives down the time and cost to bring new designs to the market and to sustain them over time.
    Starting Price: Upon request
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    AMPL

    AMPL

    AMPL

    AMPL is a powerful and intuitive modeling language designed to represent and solve complex optimization problems. It enables users to formulate mathematical models in a syntax that closely mirrors algebraic notation, facilitating a clear and concise representation of variables, objectives, and constraints. AMPL supports a wide range of problem types, including linear programming, nonlinear programming, mixed-integer programming, and more. One of its key strengths is the ability to separate models and data, allowing for flexibility and scalability in handling large-scale problems. The platform offers seamless integration with numerous solvers, both commercial and open-source, providing users with the flexibility to choose the most appropriate solver for their specific needs. AMPL is available across multiple operating systems, including Windows, macOS, and Linux, and offers various licensing options.
    Starting Price: $3,000 per year
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    Interactive Mathematics

    Interactive Mathematics

    Interactive Mathematics

    Interactive Mathematics aims to interest and educate people in the joys of mathematics. It does so by providing clear examples, relating things to the "real world" and providing interactive applets that allow the user to explore mathematical concepts. It helps over 5 million students each year, who use our free lessons to help get ahead in math. We've taken that expertise and paired it with AI to provide a free-to-try AI math problem solver and math tutoring chat platform. We've combined a powerful mathematical computational engine with a large language model artificial intelligence to create a state-of-the-art math problem solver and AI math calculator. More accurate than ChatGPT, more powerful than a math calculator, and faster than a math tutor! Whether it's a tough word problem, algebra equation, or advanced calculus, our AI math problem solver and calculator can solve it. Our solver can interpret math word problems and determine what mathematical operations need to be used.
    Starting Price: $9.95 per month
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    Altair Compose

    Altair Compose

    Altair Engineering

    Analyzing data, developing algorithms, or creating models - Altair Compose is designed to bring your ideas forward. Altair Compose is an environment for doing math calculations, manipulating, and visualizing data, programming, and debugging scripts useful for repeated computations and process automation. Altair Compose allows users to perform a wide variety of math operations including linear algebra and matrix manipulations, statistics, differential equations, signal processing, control systems, polynomial fitting, and optimization. The broad set of native CAE and test result readers accelerates system understanding and works with Altair Activate® to support model-based development, for multi-domain and system of systems simulations. Altair Embed® completes the model-based design portfolio with automated code generation, allowing for the testing and verification of embedded systems.
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    Math AI

    Math AI

    Math AI

    Unlock the picture math solver for your inquiries with Math AI, the ultimate Chrome extension designed to help you with your homework. Whether you're dealing with basic calculations, algebra, linear algebra, or physics, our extension is here to assist you in handling equations and concepts with ease. Key Features and Benefits: ● Picture Math Solver: Easily solve math problems by taking a picture with Math AI, saving you time and effort. ● Education Modes: Choose from different modes for tailored assistance—detailed steps for complex problems, quick answers for simple ones, or an interactive AI tutor for personalized guidance. ● Not only math: This tool is not limited to mathematics. It can also be used for subjects like physics, chemistry, biology, and a wide range of other homework tasks. ● 21 Languages: Accessible to a global audience with support for 21 different languages.
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    Analytic Solver

    Analytic Solver

    Frontline Systems

    Analytic Solver Optimization - 100% upward compatible from the Excel Solver - handles every type and size of the conventional optimization problem (without uncertainty). Unlike other optimization software, it algebraically analyzes your model structure and maximally exploits multiple cores in your PC. You can solve nonlinear models 10 times larger, and linear models 40 times larger than the Excel Solver, get solutions much faster – and plug-in Solver Engines to handle up to millions of variables! Analytic Solver Simulation gives you easy-to-use, powerful Monte Carlo simulation and risk analysis, decision trees, and simulation optimization using Frontline’s advanced Evolutionary Solver. With 60 probability distributions plus compound distributions, automatic distribution fitting, rank-order and copula-based correlation, 80 statistics, risk measures and Six Sigma functions, multiple parameterized simulations and more.
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    DataMelt

    DataMelt

    jWork.ORG

    DataMelt (or "DMelt") is an environment for numeric computation, data analysis, data mining, computational statistics, and data visualization. DataMelt can be used to plot functions and data in 2D and 3D, perform statistical tests, data mining, numeric computations, function minimization, linear algebra, solving systems of linear and differential equations. Linear, non-linear and symbolic regression are also available. Neural networks and various data-manipulation methods are integrated using Java API. Elements of symbolic computations using Octave/Matlab scripting are supported. DataMelt is a computational environment for Java platform. It can be used with different programming languages on different operating systems. Unlike other statistical programs, it is not limited to a single programming language. This software combines the world's most-popular enterprise language, Java, with the most popular scripting language used in data science, such as Jython (Python), Groovy, JRuby.
    Starting Price: $0
  • 8
    AI Math Solver

    AI Math Solver

    AIMathSolver.io

    AI Math Solver is an artificial intelligence-based math problem-solving tool designed to help users efficiently solve and understand various mathematical problems. Here are its main features: ● Coverage of Multiple Math Fields: Supports a wide range of mathematical branches, including arithmetic, algebra, geometry, trigonometry, calculus, and statistics, capable of handling problems from basic to complex levels. ● Photo Solving Feature: Users can take pictures of math problems using their mobile camera, and the AI will automatically recognize and provide detailed step-by-step solutions. ● Multilingual Support: Supports over 30 languages, including Simplified Chinese, making it accessible for users from different language backgrounds. ● Instant Feedback: Users can receive accurate answers in just 10 seconds, along with detailed solution steps to help them gain a deeper understanding. ● Learning Resources: Offers interactive graphs, video tutorials, and practice problems
    Starting Price: $0
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    MatDeck

    MatDeck

    LabDeck

    MatDeck is a universal, technical software for Mathematics, Science, Engineering, Chemistry, Coding, Databases and many other uses. Our software offers a complete Python IDE; thousands of mathematical functions; a drag and drop GUI Designer and various visualization tools, all embedded within a cutting-edge, live document for an inexpensive and professional computing environment.
    Starting Price: Free
  • 10
    MathPapa

    MathPapa

    MathPapa

    We offer an algebra calculator to solve your algebra problems step by step, as well as lessons and practice to help you master algebra. Use our algebra calculator at home with the MathPapa website, or on the go with MathPapa mobile app. You can master algebra at your own pace and build a strong foundation of math knowledge. We will help you get there. Regular practice with our exercises will solidify your algebra skills. Reach your personal goals for mastering algebra. MathPapa can solve your equations (and show the work) and help you when you're stuck on your math homework. Solves linear equations and quadratic equations, and solves linear and quadratic inequalities. Graphs equations, factors quadratic expressions. Order of operations step-by-step. Evaluates expressions and solves systems of two equations. MathPapa's goal is to help you learn algebra step-by-step. Get help on your algebra problems with the MathPapa algebra calculator.
    Starting Price: $4.99 per month
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    MathGPT

    MathGPT

    MathGPT

    MathGPT is an AI-powered math solver and homework assistant designed to help students tackle mathematical problems across various subjects, including algebra, geometry, calculus, and statistics. By allowing users to upload images or PDFs of math problems, MathGPT provides step-by-step solutions, enhancing understanding and learning. MathGPT serves as an on-demand AI math tutor, offering clear explanations to help students grasp complex concepts and build confidence in their mathematical abilities. Trusted by over 2 million students, MathGPT is a free and user-friendly platform that supports learners in improving their math skills.
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    GUMsim

    GUMsim

    QuoData

    Deviations from the true value (measurement uncertainty) always accompany measurements carried out in the context of the evaluation or calibration of measurement instruments or procedures. Quality control requires that this uncertainty is quantified. Based on the current Guide to the Expression of Uncertainty in Measurement (GUM) and the GUM supplement 1, GUMsim® is built upon advanced computational algorithms that allow more efficient determination of measurement uncertainty in compliance with ISO/IEC 17025. The determination of measurement uncertainty results from the mathematical relation and statistical evaluation of all factors which contribute to the measurement result. For such measurement models GUMsim offers a comfortable input environment. Several application models have been pre-defined and are available as templates for your particular evaluations to help you get started.
    Starting Price: €870 one-time payment
  • 13
    XLfit

    XLfit

    IDBS

    Industry-standard models built-in with support for designing and sharing your own models. XLfit® is a Microsoft® Excel add-in for Windows that brings the power of scientific mathematics and statistics to Excel, together with supporting charting capabilities. XLfit is the leading statistical and curve fitting package for Excel and is used by the world’s leading pharmaceutical, chemical, engineering industries, and research institutions and is validated by the National Physical Laboratory (NPL). There are over 70 out-of-the-box models for both linear and nonlinear curve fitting available in XLfit, including all commonly used models for describing data from drug discovery-related experiments. An unlimited number of custom or user-defined models may be added. Linear and nonlinear modelling, interactive 3D and 2D charting, automatic and interactive point knock out. Features every scientist needs out of the box.
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    Analytica

    Analytica

    Lumina Decision Systems

    BI tools provide beautiful dashboards and reports that allow users to explore patterns in historical data. And past data can lead to insights. But it can never be prescriptive. Knowledge about what could happen, especially in unprecedented situations, and how to make it happen can only be achieved with Model-Driven decision-making. Analytica is a unique visual software environment for building, exploring, and sharing quantitative decision models that generate prescriptive results. Transcend cumbersome spreadsheets. Analytica’s scalability, power, flexibility, and clarity will be a revelation. Build transparent models using Analytica in a fraction of the time needed for procedural languages like R or Python. Get insights not just numbers. Use agile modeling to create models for effective business decision-making. Estimate risk and uncertainty using efficient probabilistic simulation. Smart sensitivity analysis shows what matters and why.
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    Scilab

    Scilab

    Scilab Enterprises

    Numerical analysis or Scientific computing is the study of approximation techniques for numerically solving mathematical problems. Scilab provides graphics functions to visualize, annotate and export data and offers many ways to create and customize various types of plots and charts. Scilab is a high level programming language for scientific programming. It enables a rapid prototyping of algorithms, without having to deal with the complexity of other more low level programming language such as C and Fortran (memory management, variable definition). This is natively handled by Scilab, which results in a few lines of code for complex mathematical operations, where other languages would require much longer codes. It also comes with advanced data structure such as polynomials, matrices and graphic handles and provides an easily operable development environment.
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    NumPy

    NumPy

    NumPy

    Fast and versatile, the NumPy vectorization, indexing, and broadcasting concepts are the de-facto standards of array computing today. NumPy offers comprehensive mathematical functions, random number generators, linear algebra routines, Fourier transforms, and more. NumPy supports a wide range of hardware and computing platforms, and plays well with distributed, GPU, and sparse array libraries. The core of NumPy is well-optimized C code. Enjoy the flexibility of Python with the speed of compiled code. NumPy’s high level syntax makes it accessible and productive for programmers from any background or experience level. NumPy brings the computational power of languages like C and Fortran to Python, a language much easier to learn and use. With this power comes simplicity: a solution in NumPy is often clear and elegant.
    Starting Price: Free
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    MATLAB

    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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    Data Desk

    Data Desk

    Data Description

    Beyond the most trivial cases, there is little value in blindly applying formulas to data. Real world data analysis is a multi-step process, and Data Desk speeds up this process by allowing you to select suspicious-looking outlying cases in one visual, and keeping your point selected as you change visualizations. Spot outliers and trends at a glance. By allowing users to quickly re-express data in different ways, Data Desk encourages experimentation and composition to create more compelling models. Select and categorize data across different visualizations in real-time. Make plots and perform sophisticated analyses with Data Desk’s graphical interface, then just click to export the R or Python code that reproduces what you’ve done. Data Desk cleans your data to R’s standards (no choking on stray characters). Comments you make in your Data Desk windows appear as comments in your code.
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    IBM ILOG CPLEX Optimization Studio
    Build and solve complex optimization models to identify the best possible actions. IBM® ILOG® CPLEX® Optimization Studio uses decision optimization technology to optimize your business decisions, develop and deploy optimization models quickly, and create real-world applications that can significantly improve business outcomes. How? IBM ILOG CPLEX Optimization Studio is a prescriptive analytics solution that enables rapid development and deployment of decision optimization models using mathematical and constraint programming. It combines a fully featured integrated development environment that supports Optimization Programming Language (OPL) and the high-performance CPLEX and CP Optimizer solvers. It’s data science for your decisions. IBM Decision Optimization is also available within Cloud Pak for Data where you can combine optimization and machine learning within a unified environment, IBM Watson® Studio, that enables AI-infused optimization modeling capabilities.
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    Symbolica

    Symbolica

    Symbolica

    Extant models are expensive to train, complex to deploy, difficult to validate, and infamously prone to hallucination. Symbolica is redesigning how machines learn from the ground up. We use the powerfully expressive language of category theory to develop models capable of learning algebraic structure. This enables our models to have a robust and structured model of the world; one that is explainable and verifiable. We're aiming to allow developers and end users to understand and specify how and why model outputs were produced. This interpretability and control over model outputs - including the ability to delete proprietary information from the training set - is imperative for mission-critical applications.
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    Predictive Suite

    Predictive Suite

    Predictive Dynamix

    Automated variable selection identifies key variables & variable interactions. Insightful visualization of data and model dynamics. Execution of batch commands. SQL queries and dataset browsing. Pre & post-processing for creating variables, constraining outputs, etc. Models easily deployed via ActiveX (i.e., OCX) controls or DLLs. Powerful modeling algorithms include regression, neural networks, self-organizing maps, dynamic clustering, decision trees, fuzzy logic, genetic algorithms. Predictive Dynamix provides computational intelligence software for forecasting, predictive modeling, pattern recognition, classification, and optimization applications, across all industries. Modern neural network technology are powerful computational structure for solving difficult problems involving forecasting and pattern recognition. Multi-layer perceptron neural networks have an architecture that allows multiple coefficients per input variable.
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    Optiflow

    Optiflow

    Lambda Supply Chain Solutions

    Optiflow is a supply chain network design platform that enables enterprise to build digital twins (network models) of the their supply chain to design future supply chain networks optimized for cost, service and sustainability. Optiflow is a cloud-based SaaS platform developed by Lambda Supply Chain Solutions to help organizations create Digital Twins for optimizing their supply chains. A Digital Twin is a mathematical model that mirrors an organization’s actual network, behavior, costs, and constraints, enabling businesses to gain an end-to-end view of their supply chain. With Optiflow, users can run WHAT-IF scenarios for various strategic and tactical decisions such as network design, sourcing optimization, and capacity planning. The platform uses the fast Gurobi mathematical solver to deliver quick and precise optimization results, and its simple, intuitive UI makes it easy for teams to collaborate and build models across functions and geographies.
    Starting Price: $6000 per month per user
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    OPTIMICA Compiler Toolkit
    Modelon’s OPTIMICA Compiler Toolkit, the most advanced Modelica-based mathematical engine on the market, offers users a powerful solution for the automation, simulation and optimization of system behaviors throughout the model-based design cycle. Trusted as the compiler for Modelon Impact, OPTIMICA enables users to build multi-domain physical systems by choosing from thousands of available model components. OPTIMICA’s state-of-the-art solvers empower evaluation of complex physical systems – supporting transient simulations as well as steady-state computations and dynamic optimization. The sophisticated mathematical engine can manipulate and simplify models to improve performance and robustness, serving industries and applications ranging from automotive and active safety to energy and power plant optimization. To meet the increased need for regulating power in today’s energy market, start-up optimization of thermal power plants is a key industrial need.
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    NLREG

    NLREG

    NLREG

    NLREG is a powerful statistical analysis program that performs linear and nonlinear regression analysis, surface and curve fitting. NLREG determines the values of parameters for an equation, whose form you specify, that cause the equation to best fit a set of data values. NLREG can handle linear, polynomial, exponential, logistic, periodic, and general nonlinear functions. Unlike many "nonlinear" regression programs that can only handle a limited set of function forms, NLREG can handle essentially any function whose form you can specify algebraically. NLREG features a full programming language with a syntax similar to C for specifying the function that is to be fitted to the data. This allows you to compute intermediate work variables, use conditionals, and even iterate in loops. With NLREG it is easy to construct piecewise functions that change form over different domains. Since the NLREG language includes arrays, you can even use tabular look-up methods to define the function.
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    Apache Mahout

    Apache Mahout

    Apache Software Foundation

    Apache Mahout is a powerful, scalable, and versatile machine learning library designed for distributed data processing. It offers a comprehensive set of algorithms for various tasks, including classification, clustering, recommendation, and pattern mining. Built on top of the Apache Hadoop ecosystem, Mahout leverages MapReduce and Spark to enable data processing on large-scale datasets. Apache Mahout(TM) is a distributed linear algebra framework and mathematically expressive Scala DSL designed to let mathematicians, statisticians, and data scientists quickly implement their own algorithms. Apache Spark is the recommended out-of-the-box distributed back-end or can be extended to other distributed backends. Matrix computations are a fundamental part of many scientific and engineering applications, including machine learning, computer vision, and data analysis. Apache Mahout is designed to handle large-scale data processing by leveraging the power of Hadoop and Spark.
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    Solar Pro 2

    Solar Pro 2

    Upstage AI

    Solar Pro 2 is Upstage’s latest frontier‑scale large language model, designed to power complex tasks and agent‑like workflows across domains such as finance, healthcare, and legal. Packaged in a compact 31 billion‑parameter architecture, it delivers top‑tier multilingual performance, especially in Korean, where it outperforms much larger models on benchmarks like Ko‑MMLU, Hae‑Rae, and Ko‑IFEval, while also excelling in English and Japanese. Beyond superior language understanding and generation, Solar Pro 2 offers next‑level intelligence through an advanced Reasoning Mode that significantly boosts multi‑step task accuracy on challenges ranging from general reasoning (MMLU, MMLU‑Pro, HumanEval) to complex mathematics (Math500, AIME) and software engineering (SWE‑Bench Agentless), achieving problem‑solving efficiency comparable to or exceeding that of models twice its size. Enhanced tool‑use capabilities enable the model to interact seamlessly with external APIs and data sources.
    Starting Price: $0.1 per 1M tokens
  • 27
    EngineRoom

    EngineRoom

    MoreSteam

    EngineRoom powers process improvement with a complete set of problem-solving tools. EngineRoom combines graphical, statistical, and modeling tools for organizing and managing your projects. Analyze your data, manage projects, and map and model processes. Using EngineRoom's intuitive drag-and-drop interface, you can avoid the steep learning curve of desktop data analysis software. EngineRoom includes interactive, patented wizards for both hypothesis testing and design of experiments (DOE) that step you through how to properly analyze your data and clearly report your results. With no installation on client desktops, complex licensing files, or dedicated hard drive storage to manage, you can instantly get up and running. Access your projects from any web browser by signing into your account. When you return to your projects from anywhere, your data and results are saved just the way you left them.
    Starting Price: $449 per year
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    DeepSeekMath
    DeepSeekMath is a specialized 7B parameter language model developed by DeepSeek-AI, designed to push the boundaries of mathematical reasoning in open-source language models. It starts from the DeepSeek-Coder-v1.5 7B model and undergoes further pre-training with 120B math-related tokens sourced from Common Crawl, alongside natural language and code data. DeepSeekMath has demonstrated remarkable performance, achieving a 51.7% score on the competition-level MATH benchmark without external tools or voting techniques, closely competing with the likes of Gemini-Ultra and GPT-4. The model's capabilities are enhanced by a meticulous data selection pipeline and the introduction of Group Relative Policy Optimization (GRPO), which optimizes both mathematical reasoning and memory usage. DeepSeekMath is available in base, instruct, and RL versions, supporting both research and commercial use, and is aimed at those looking to explore or apply advanced mathematical problem-solving in AI contexts.
    Starting Price: Free
  • 29
    Deep Talk

    Deep Talk

    Deep Talk

    Deep Talk is the fastest way to transform text from chats, emails, surveys, reviews, social networks into real business intelligence. Understand what's inside communications with customers with our easy-to-use AI platform. Unsupervised deep learning models to analyze your unstructured text data. Deepers are pre trained deep learning models to get custom detections inside your data. Use the "Deepers" API to analyze text in real time and tag text or conversations. Reach the people who need a product, request a new feature or express a complaint. Deep Talk offers cloud-based deep learning models as a service. You just need to upload your data or integrate one of the support services to extract all the insights and information from WhatsApp, chat conversations, emails, surveys or social networks.
    Starting Price: $90 per month
  • 30
    LiveLink for MATLAB
    Seamlessly integrate COMSOL Multiphysics® with MATLAB® to extend your modeling with scripting programming in the MATLAB environment. LiveLink™ for MATLAB® allows you to utilize the full power of MATLAB and its toolboxes in preprocessing, model manipulation, and postprocessing. Enhance your in-house MATLAB code with powerful multiphysics simulations. Base your geometry modeling on probabilistic or image data. Use multiphysics models together with Monte Carlo simulations and genetic algorithms. Export COMSOL models on state-space matrix format for incorporating into control systems. Interface in the COMSOL Desktop® environment enables the use of MATLAB® functions while modeling. Manipulate your models from the command line or script to parameterize the geometry, physics, or the solution scheme.
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    DeepSeek R2

    DeepSeek R2

    DeepSeek

    DeepSeek R2 is the anticipated successor to DeepSeek R1, a groundbreaking AI reasoning model launched in January 2025 by the Chinese AI startup DeepSeek. Building on R1’s success, which disrupted the AI industry with its cost-effective performance rivaling top-tier models like OpenAI’s o1, R2 promises a quantum leap in capabilities. It is expected to deliver exceptional speed and human-like reasoning, excelling in complex tasks such as advanced coding and high-level mathematical problem-solving. Leveraging DeepSeek’s innovative Mixture-of-Experts architecture and efficient training methods, R2 aims to outperform its predecessor while maintaining a low computational footprint, potentially expanding its reasoning abilities to languages beyond English.
    Starting Price: Free
  • 32
    QuickMath

    QuickMath

    QuickMath

    QuickMath will automatically answer the most common problems in algebra, equations, and calculus faced by high-school and college students. The algebra section allows you to expand, factor or simplify virtually any expression you choose. It also has commands for splitting fractions into partial fractions, combining several fractions into one and canceling common factors within a fraction. The equations section lets you solve an equation or system of equations. You can usually find the exact answer or, if necessary, a numerical answer to almost any accuracy you require. The inequalities section lets you solve an inequality or a system of inequalities for a single variable. You can also plot inequalities in two variables. The calculus section will carry out differentiation as well as definite and indefinite integration. The matrices section contains commands for the arithmetic manipulation of matrices. The graphs section contains commands for plotting equations and inequalities.
    Starting Price: Free
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    QwQ-Max-Preview
    QwQ-Max-Preview is an advanced AI model built on the Qwen2.5-Max architecture, designed to excel in deep reasoning, mathematical problem-solving, coding, and agent-related tasks. This preview version offers a sneak peek at its capabilities, which include improved performance in a wide range of general-domain tasks and the ability to handle complex workflows. QwQ-Max-Preview is slated for an official open-source release under the Apache 2.0 license, offering further advancements and refinements in its full version. It also paves the way for a more accessible AI ecosystem, with the upcoming launch of the Qwen Chat app and smaller variants of the model like QwQ-32B, aimed at developers seeking local deployment options.
    Starting Price: Free
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    BASIC

    BASIC

    BASIC

    BASIC (Beginners' All-purpose Symbolic Instruction Code) is a family of general-purpose, high-level programming languages designed for ease of use. Initially, BASIC concentrated on supporting straightforward mathematical work, with matrix arithmetic support from its initial implementation as a batch language, and character string functionality being added by 1965. The emergence of BASIC took place as part of a wider movement towards time-sharing systems. Some dialects of BASIC supported matrices and matrix operations, which can be used to solve sets of simultaneous linear algebraic equations. These dialects would directly support matrix operations such as assignment, addition, multiplication (of compatible matrix types), and evaluation of a determinant. BASIC declined in popularity in the 1990s, as more powerful microcomputers came to market and programming languages with advanced features (such as Pascal and C) became tenable on such computers.
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    FlexSim

    FlexSim

    FlexSim Software Products, Inc.

    FlexSim is a problem solving tool that allows you to accurately answer any question about your business. It's powerful simulation software, built from the ground up to make simulation as easy as possible, without sacrificing an ounce of function or visual appeal. You can create beautiful, detailed models that deliver results yet make an impact in the way spreadsheets or charts never could, and you can do it all in just minutes with drag-and-drop controls and easy-to-use features.
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    Grok 3 Think
    Grok 3 Think, the latest iteration of xAI's AI model, is designed to enhance reasoning capabilities using advanced reinforcement learning. It can think through complex problems for extended periods, from seconds to minutes, improving its answers by backtracking, exploring alternatives, and refining its approach. This model, trained on an unprecedented scale, delivers remarkable performance in tasks such as mathematics, coding, and world knowledge, showing impressive results in competitions like the American Invitational Mathematics Examination. Grok 3 Think not only provides accurate solutions but also offers transparency by allowing users to inspect the reasoning behind its decisions, setting a new standard for AI problem-solving.
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    ScrapeGraphAI

    ScrapeGraphAI

    ScrapeGraphAI

    ScrapeGraphAI is an AI-powered web scraping platform that transforms unstructured web content into clean, organized JSON data. Designed for AI agents and large language models, it enables users to extract data from various websites, including e-commerce, social media, and dynamic web applications, using natural language instructions. The platform offers a simple API with official SDKs for Python, JavaScript, and TypeScript, facilitating quick setup without complex configurations. ScrapeGraphAI adapts to website changes automatically, ensuring reliable data collection. It is built for scalability, featuring automatic proxy rotation and rate limiting, making it suitable for both startups and enterprises. The platform operates on a transparent, usage-based pricing model, starting with a free tier and scaling according to user needs. Additionally, ScrapeGraphAI provides an open source Python library that utilizes large language models and direct graph logic.
    Starting Price: $20 per month
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    Gurobi Optimizer

    Gurobi Optimizer

    Gurobi Optimization

    With our powerful algorithms, you can add complexity to your model to better represent the real world, and still solve your model within the available time. Integrate Gurobi into your applications easily, using the languages you know best. Our programming interfaces are designed to be lightweight, modern, and intuitive, to minimize your learning curve while maximizing your productivity. Our Python API includes higher-level modeling constructs that make it easier to build optimization models. Choose from Anaconda Python distributions with pre-built libraries to support application development, Spyder for graphical development, and Jupyter for notebook-style development.
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    OpenAI o3-mini-high
    The o3-mini-high model from OpenAI advances AI reasoning by refining deep problem-solving in coding, mathematics, and complex tasks. It features adaptive thinking time with adjustable reasoning modes (low, medium, high) to optimize performance based on task complexity. Outperforming the o1 series by 200 Elo points on Codeforces, it delivers high efficiency at a lower cost while maintaining speed and accuracy. As part of the o3 family, it pushes AI problem-solving boundaries while remaining accessible, offering a free tier and expanded limits for Plus subscribers.
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    MPCPy

    MPCPy

    MPCPy

    MPCPy is a Python package that facilitates the testing and implementation of occupant-integrated model predictive control (MPC) for building systems. The package focuses on the use of data-driven, simplified physical or statistical models to predict building performance and optimize control. Four main modules contain object classes to import data, interact with real or emulated systems, estimate and validate data-driven models, and optimize control input. While MPCPy provides an integration platform, it relies on free, open-source, third-party software packages for model implementation, simulators, parameter estimation algorithms, and optimization solvers. This includes Python packages for scripting and data manipulation as well as other more comprehensive software packages for specific purposes. In particular, modeling and optimization for physical systems currently rely on the Modelica language specification.
    Starting Price: Free
  • 41
    MathGPT

    MathGPT

    MathGPT.today

    MathGPT is an AI-powered math solver and learning platform that helps students solve problems step by step with clear explanations. Upload a photo or type a question to get instant solutions across algebra, calculus, geometry, trigonometry, statistics, and more. It also includes graphing and visualization tools to explore functions, verify answers, and understand concepts faster. Students can save solution history, revisit past work, and practice using flashcards and guided review tools for stronger retention. Designed for speed, clarity, and accessibility on desktop and mobile, MathGPT supports self-study, exam prep, and tutoring-style learning in one place.
    Starting Price: $5.99/month
  • 42
    EViews

    EViews

    S&P Global

    With an intuitive interface and one of the largest sets of data management tools available, this econometric modeling software helps you quickly and efficiently create statistical and forecasting equations. Benefit from best-in-class features, including 64-bit Windows large memory support, object linking and embedding (OLE) and smart edit windows. Rapidly analyze time series, cross-section and longitudinal data. Streamline statistical and econometric modeling. Produce presentation-quality graphs and tables. Conduct superior budgeting, strategic planning and academic research. Context-sensitive menus. Batch programming language. Tools to for add-ins or user objects. Full command line support. Drag-and-drop functionality. Generate forecasts and model simulations. Produce high-quality graphs and tables for publication or inclusion in other applications. EViews 12 offers more of the power and ease-of-use that you've come to expect.
    Starting Price: $610 one-time payment
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    FICO Xpress Optimization
    The most complete set of optimization software technology and tools. Solving large complex optimization problems can be the difference between success and failure in today's marketplace. FICO Xpress Optimization allows businesses to solve their toughest problems, faster. FICO’s deep portfolio of optimization options enables users to easily build, deploy and use optimization solutions that meet their needs. Standard capabilities include scalable high-performance solvers and algorithms, flexible modeling environments, rapid application development, comparative scenario analysis and reporting capabilities, for on-premises and cloud installations. Millions of variables can be processed at great speed and scalability, enabling business users to find better decisions to complex problems in minutes. With a rich feature set of advanced tools, FICO empowers business users to make faster, smarter, customer-focused decisions.
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    QwQ-32B

    QwQ-32B

    Alibaba

    ​QwQ-32B is an advanced reasoning model developed by Alibaba Cloud's Qwen team, designed to enhance AI's problem-solving capabilities. With 32 billion parameters, it achieves performance comparable to state-of-the-art models like DeepSeek's R1, which has 671 billion parameters. This efficiency is achieved through optimized parameter utilization, allowing QwQ-32B to perform complex tasks such as mathematical reasoning, coding, and general problem-solving with fewer resources. The model supports a context length of up to 32,000 tokens, enabling it to process extensive input data effectively. QwQ-32B is accessible via Alibaba's chatbot service, Qwen Chat, and is open sourced under the Apache 2.0 license, promoting collaboration and further development within the AI community.
    Starting Price: Free
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    Kingland

    Kingland

    Kingland

    Confidently collect, manage, and take action on the client and reference data that powers your conflict, risk, and compliance management requirements. With over 35 years of industry expertise, Kingland has addressed and solved many business, data, and technology industry challenges. Our solutions support more than 1,800 broker dealers, 300 asset managers, and hundreds of thousands of market participants. Because of our foundation in client data, FINRA CAT selected Kingland to build and deliver the Customer and Account Information System component of the Consolidated Audit Trail. We designed, built, and operate the leading Legal Entity Identifier (LEI) utility for DTCC. The Kingland Data Platform supports critical reference data solutions for the US mutual fund industry and various top-tier institutions' risk and regulatory reporting data. Comprehensive modules that support tactical projects and full-scale transformation programs.
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    HIX Tutor
    Use our AI math solver to solve any math homework problem online for free. Struggling to do your math homework? HIX Tutor’s AI Math Solver simplifies math problems. Get fast, accurate math solutions in one click with our state-of-the-art math AI solver. Math AI Solver can assist with math at all grade levels, ranging from elementary math to university and beyond. Get detailed explanations for each step of the problem to gain a better understanding of your math homework. Access our AI math solver anytime to meet your homework needs around the clock to ensure that you never miss a deadline. Get answers to math problems in record time and save on the cost of math tutors with our free math AI solver tool. We offer the latest in AI math technology to ensure accurate answers to any math problems including algebra, geometry, calculus, etc. Our AI math problem solvers make learning all kinds of math easier by providing step-by-step guidance and answers.
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    IBM SPSS Amos
    IBM® SPSS® Amos is a powerful structural equation modeling (SEM) software that helps support your research and theories by extending standard multivariate analysis methods, including regression, factor analysis, correlation, and analysis of variance. Build attitudinal and behavioral models reflecting complex relationships more accurately than with standard multivariate statistics techniques using either an intuitive graphical or programmatic user interface. Amos is included in the Premium edition of SPSS Statistics (except in the campus edition, where it is sold separately). You can also buy Amos as part of the base, standard and professional editions of SPSS Statistics, or separately as a stand-alone application.
    Starting Price: $3,830 per user per month
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    AlphaEvolve

    AlphaEvolve

    Google DeepMind

    AlphaEvolve is an evolutionary coding agent powered by large language models for general-purpose algorithm discovery and optimization. It pairs the creative problem-solving capabilities of our Gemini models with automated evaluators that verify answers and uses an evolutionary framework to improve upon the most promising ideas. AlphaEvolve enhanced the efficiency of Google's data centers, chip design, and AI training processes, including training the large language models underlying AlphaEvolve itself. It has also helped design faster matrix multiplication algorithms and find new solutions to open mathematical problems, showing incredible promise for application across many areas.
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    Cymath

    Cymath

    Cymath

    Our math solver is powered by a combination of artificial intelligence and heuristics so that it solves math problems step-by-step as a teacher would. Cymath.com frequently ranks #1 on Google for searches on math solvers, and the Cymath app is one of the most popular education apps in the iOS App Store and on Google Play. Cymath LLC is a privately-held company proud to be helping millions of students worldwide 24/7 with their math problems. We believe in open education, and that every student deserves math help that is reliable and accessible. In 2016, we launched our first premium product Cymath Plus, which takes math homework help one step further by providing an ad-free experience along with additional explanations and steps. Topics in algebra include solving equations, factoring, logarithms, exponents, complex numbers, quadratic equations, trigonometry, partial fraction, polynomial division, etc.
    Starting Price: Free
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    OpenAI o1-mini
    OpenAI o1-mini is a new, cost-effective AI model designed for enhanced reasoning, particularly excelling in STEM fields like mathematics and coding. It's part of the o1 series, which focuses on solving complex problems by spending more time "thinking" through solutions. Despite being smaller and 80% cheaper than its sibling, the o1-preview, o1-mini performs competitively in coding tasks and mathematical reasoning, making it an accessible option for developers and enterprises looking for efficient AI solutions.