Top DeepSeekMath Alternatives

DeepSeek-Coder-V2 represents an innovative open-source model specifically designed to excel in programming and mathematical reasoning challenges. With its advanced Mixture-of-Experts (MoE) architecture, it features an impressive total of 236 billion parameters, activating 21 billion per token, which greatly enhances its processing efficiency and overall effectiveness. The model has been trained on an extensive dataset containing 6 trillion tokens, significantly boosting its capabilities in both coding generation and solving mathematical problems. Supporting more than 300 programming languages, DeepSeek-Coder-V2 has emerged as a leader in performance across various benchmarks, consistently surpassing other models in the field. It is available in multiple variants, including DeepSeek-Coder-V2-Instruct, tailored for tasks based on instructions, and DeepSeek-Coder-V2-Base, which serves well for general text generation purposes. Moreover, lightweight options like DeepSeek-Coder-V2-Lite-Base and DeepSeek-Coder-V2-Lite-Instruct are specifically designed for environments that demand reduced computational resources. This range of offerings allows developers to choose the model that best fits their unique requirements, ultimately establishing DeepSeek-Coder-V2 as a highly adaptable tool in the ever-evolving programming ecosystem. As technology advances, its role in streamlining coding processes is likely to become even more significant.

DeepSeek-R1 represents a state-of-the-art open-source reasoning model developed by DeepSeek, designed to rival OpenAI's Model o1. Accessible through web, app, and API platforms, it demonstrates exceptional skills in intricate tasks such as mathematics and programming, achieving notable success on exams like the American Invitational Mathematics Examination (AIME) and MATH. This model employs a mixture of experts (MoE) architecture, featuring an astonishing 671 billion parameters, of which 37 billion are activated for every token, enabling both efficient and accurate reasoning capabilities. As part of DeepSeek's commitment to advancing artificial general intelligence (AGI), this model highlights the significance of open-source innovation in the realm of AI. Additionally, its sophisticated features have the potential to transform our methodologies in tackling complex challenges across a variety of fields, paving the way for novel solutions and advancements. The influence of DeepSeek-R1 may lead to a new era in how we understand and utilize AI for problem-solving.

Interactive Mathematics is committed to igniting curiosity and providing education about the fascinating realm of mathematics. It accomplishes this through clear examples, relating concepts to everyday life, and offering interactive applets that invite users to explore mathematical principles. Each year, the platform supports more than 5 million students with free lessons to help them excel in their mathematical studies. Building on this foundation, we have combined our knowledge with AI technology to introduce a free math problem solver and tutoring chat service. This new tool integrates a powerful mathematical computation engine with sophisticated artificial intelligence, creating a state-of-the-art math problem solver and calculator. It not only offers greater precision than ChatGPT but also exceeds the capabilities of conventional calculators and provides faster answers than a human tutor! Whether dealing with challenging word problems, algebraic expressions, or complex calculus, our AI math problem solver and calculator is equipped to handle everything. Furthermore, it excels at understanding mathematical word problems and identifying the appropriate mathematical operations needed. This comprehensive approach not only enhances the learning experience but also empowers students to cultivate a richer understanding of mathematical concepts, ultimately fostering a more profound appreciation for the subject. Through our innovative tools, we aim to create a supportive learning environment for all math enthusiasts.

DeepScaleR is an advanced language model featuring 1.5 billion parameters, developed from DeepSeek-R1-Distilled-Qwen-1.5B through a unique blend of distributed reinforcement learning and a novel technique that gradually increases its context window from 8,000 to 24,000 tokens throughout training. The model was constructed using around 40,000 carefully curated mathematical problems taken from prestigious competition datasets, such as AIME (1984–2023), AMC (pre-2023), Omni-MATH, and STILL. With an impressive accuracy rate of 43.1% on the AIME 2024 exam, DeepScaleR exhibits a remarkable improvement of approximately 14.3 percentage points over its base version, surpassing even the significantly larger proprietary O1-Preview model. Furthermore, its outstanding performance on various mathematical benchmarks, including MATH-500, AMC 2023, Minerva Math, and OlympiadBench, illustrates that smaller, finely-tuned models enhanced by reinforcement learning can compete with or exceed the performance of larger counterparts in complex reasoning challenges. This breakthrough highlights the promising potential of streamlined modeling techniques in advancing mathematical problem-solving capabilities, encouraging further exploration in the field. Moreover, it opens doors for developing more efficient models that can tackle increasingly challenging problems with great efficacy.

Phi-4-reasoning-plus is an enhanced reasoning model that boasts 14 billion parameters, significantly improving upon the capabilities of the original Phi-4-reasoning. Utilizing reinforcement learning, it achieves greater inference efficiency by processing 1.5 times the number of tokens that its predecessor could manage, leading to enhanced accuracy in its outputs. Impressively, this model surpasses both OpenAI's o1-mini and DeepSeek-R1 on various benchmarks, tackling complex challenges in mathematical reasoning and high-level scientific questions. In a remarkable feat, it even outshines the much larger DeepSeek-R1, which contains 671 billion parameters, in the esteemed AIME 2025 assessment, a key qualifier for the USA Math Olympiad. Additionally, Phi-4-reasoning-plus is readily available on platforms such as Azure AI Foundry and HuggingFace, streamlining access for developers and researchers eager to utilize its advanced features. Its cutting-edge design not only showcases its capabilities but also establishes it as a formidable player in the competitive landscape of reasoning models. This positions Phi-4-reasoning-plus as a preferred choice for users seeking high-performance reasoning solutions.

This math homework application provides accurate, swift, and thorough solutions for math problems across all levels of difficulty. It shines in handling complex word problems and addressing the most challenging mathematical queries. If you find yourself struggling with your math assignments, you can reach out to CameraMath's carefully curated team of elite math tutors, who are accessible online 24/7. As a premier platform for math problem-solving and education, CameraMath caters to millions of students seeking answers, gearing up for exams, and delving into mathematical concepts. The app not only offers a comprehensive solution but also delivers an understandable explanation for each math question, guiding you step-by-step to improve your grasp of how to arrive at the answer. CameraMath exposes learners to a variety of problem-solving strategies, nurturing a deep and flexible understanding of mathematics. You can explore different approaches to conquer even the most formidable math challenges. While many math solvers may falter with word problems, CameraMath consistently excels, allowing you to face every problem with assurance. With its intuitive interface and professional support, CameraMath is created to empower students in their journey toward mastering math. By encouraging exploration and critical thinking, it enhances your overall learning experience in mathematics, making it a valuable tool for both quick help and in-depth understanding.

Access comprehensive, step-by-step instructions for tackling mathematical challenges, featuring illustrative examples and key concept definitions. The ability to visualize functions and comprehend variable interactions is enhanced through the instant graphing of any equation. Moreover, you can generate graphs tailored to your specific math problems and seek additional educational materials, including worksheets and instructional videos. Math support is available in your chosen language, and with the integration of Math Solver in Microsoft Edge, assistance is conveniently at your fingertips as you work through your problems. By taking photos of handwritten or calculated math work, Microsoft Math swiftly detects errors and provides thorough solutions, complete with detailed explanations, interactive graphs, and links to similar problems and online lectures. Furthermore, you can effectively explore related mathematical topics to deepen your comprehension. As you engage with Microsoft Mathematics, your confidence in your abilities and techniques will grow. You have the option to write equations on the screen as you would on paper or utilize a sophisticated scientific calculator for easy typing and adjustments in your calculations. This seamless integration of tools not only supports your learning but also empowers you to excel in your math studies while fostering a deeper appreciation for the subject.

Phi-4-mini-reasoning is an advanced transformer-based language model that boasts 3.8 billion parameters, tailored specifically for superior performance in mathematical reasoning and systematic problem-solving, especially in scenarios with limited computational resources and low latency. The model's optimization is achieved through fine-tuning with synthetic data generated by the DeepSeek-R1 model, which effectively balances performance and intricate reasoning skills. Having been trained on a diverse set of over one million math problems that vary from middle school level to Ph.D. complexity, Phi-4-mini-reasoning outperforms its foundational model by generating extensive sentences across numerous evaluations and surpasses larger models like OpenThinker-7B, Llama-3.2-3B-instruct, and DeepSeek-R1 in various tasks. Additionally, it features a 128K-token context window and supports function calling, which ensures smooth integration with different external tools and APIs. This model can also be quantized using the Microsoft Olive or Apple MLX Framework, making it deployable on a wide range of edge devices such as IoT devices, laptops, and smartphones. Furthermore, its design not only enhances accessibility for users but also opens up new avenues for innovative applications in the realm of mathematics, potentially revolutionizing how such problems are approached and solved.

MathGPT.ai represents a groundbreaking platform that integrates AI technology for math tutoring and course management, creating a secure and cheat-resistant learning atmosphere by seamlessly combining an intelligent course creator with an AI-driven tutor and assignment organizer. Educators can effortlessly incorporate a variety of open educational resources (OER) and upload their own teaching materials, including textbooks and lecture notes, providing students with dynamic learning experiences directly within the resources they select. The platform empowers students to tackle problems with comprehensive, step-by-step assistance, personalized coaching, and instant feedback, all designed to enhance understanding and build confidence in mathematical concepts. Its distinct, deterministic AI model is meticulously crafted for remarkable precision in mathematical reasoning, avoiding the common pitfalls linked to typical language models. Recognized for its effectiveness in educational environments, the platform also showcases live demonstrations that highlight its problem-solving strengths and its ability to adapt to various learning styles, all while promoting STEM education through curriculum-aligned and infinitely patient instruction. With features that captivate students and enrich their educational journey, MathGPT.ai emerges as an essential resource for educators and learners alike, paving the way for a new era in mathematics education. Its commitment to fostering a supportive learning environment allows students to thrive and encourages educators to innovate their teaching strategies.

Aristotle marks a significant leap forward as the first AI model developed entirely as a Mathematical Superintelligence (MSI), designed to tackle complex quantitative issues with mathematically verified solutions, thereby eliminating hallucination. When presented with mathematical queries in natural language, it adeptly converts these into Lean 4 formalism, rigorously proving them and providing both the proof and an interpretation in natural language. Unlike conventional language models that rely on probabilistic approaches, the MSI architecture of Aristotle removes uncertainty by utilizing demonstrable logic and transparently addressing any errors or inconsistencies. This cutting-edge AI is accessible through a web interface and a developer API, enabling researchers to integrate its precise reasoning abilities into a variety of fields, such as theoretical physics, engineering, and computer science. The system's design not only optimizes the problem-solving process but also significantly improves the reliability of outcomes across diverse disciplines. As a result, Aristotle represents a transformative tool in the advancement of mathematical problem-solving techniques.

MathGPT serves as a sophisticated AI-driven math assistant aimed at aiding students with various subjects, including algebra, geometry, calculus, and statistics. The platform allows users to submit images or PDFs containing math questions, subsequently delivering comprehensive, step-by-step solutions that promote deeper understanding and effective learning. Functioning as a virtual math tutor, MathGPT breaks down intricate concepts and empowers students to feel more assured in their mathematical capabilities. With a user base exceeding 2 million, it stands out as a free, dependable, and accessible tool for enhancing mathematical proficiency and addressing difficult problems. The commitment to promoting student success makes MathGPT an invaluable resource in academic settings.

AI Math Solver is an innovative tool driven by artificial intelligence that helps users navigate and understand a wide range of mathematical problems with ease. Its key features include: ● Extensive Math Coverage: It addresses a broad spectrum of mathematical fields, including arithmetic, algebra, geometry, trigonometry, calculus, and statistics, capable of handling everything from basic equations to advanced problems. ● Image Problem Solving: Users can take pictures of math questions using their smartphones, and the AI will quickly analyze and provide detailed, step-by-step solutions. ● Multilingual Support: With proficiency in over 30 languages, including Simplified Chinese, it ensures that a diverse audience can benefit from its features. ● Quick Responses: Users can obtain accurate answers in as fast as 10 seconds, along with comprehensive explanations that deepen their understanding of the underlying concepts. ● Educational Resources: It offers a variety of engaging tools, such as interactive graphs, instructional videos, and practice exercises, designed to enhance the learning experience. ● In conclusion, AI Math Solver serves as a crucial asset for anyone aiming to enhance their mathematical abilities and grasp of various concepts while making learning more enjoyable and effective.

DeepSeek-V3.2-Speciale represents the pinnacle of DeepSeek’s open-source reasoning models, engineered to deliver elite performance on complex analytical tasks. It introduces DeepSeek Sparse Attention (DSA), a highly efficient long-context attention design that reduces the computational burden while maintaining deep comprehension and logical consistency. The model is trained with an expanded reinforcement learning framework capable of leveraging massive post-training compute, enabling performance not only comparable to GPT-5 but demonstrably surpassing it in internal tests. Its reasoning capabilities have been validated through gold-winning solutions across major global competitions, including IMO 2025 and IOI 2025, with official submissions released for transparency and peer assessment. DeepSeek-V3.2-Speciale is intentionally designed without tool-calling features, focusing every parameter on pure reasoning, multi-step logic, and structured problem solving. It introduces a reworked chat template featuring explicit thought-delimited sections and a structured message format optimized for agentic-style reasoning workflows. The repository includes Python-based utilities for encoding and parsing messages, illustrating how to format prompts correctly for the model. Supporting multiple tensor types (BF16, FP32, FP8_E4M3), it is built for both research experimentation and high-performance local deployment. Users are encouraged to use temperature = 1.0 and top_p = 0.95 for best results when running the model locally. With its open MIT license and transparent development process, DeepSeek-V3.2-Speciale stands as a breakthrough option for anyone requiring industry-leading reasoning capacity in an open LLM.

Phi-4-reasoning is a sophisticated transformer model that boasts 14 billion parameters, crafted specifically to address complex reasoning tasks such as mathematics, programming, algorithm design, and strategic decision-making. It achieves this through an extensive supervised fine-tuning process, utilizing curated "teachable" prompts and reasoning examples generated via o3-mini, which allows it to produce detailed reasoning sequences while optimizing computational efficiency during inference. By employing outcome-driven reinforcement learning techniques, Phi-4-reasoning is adept at generating longer reasoning pathways. Its performance is remarkable, exceeding that of much larger open-weight models like DeepSeek-R1-Distill-Llama-70B, and it closely rivals the more comprehensive DeepSeek-R1 model across a range of reasoning tasks. Engineered for environments with constrained computing resources or high latency, this model is refined with synthetic data sourced from DeepSeek-R1, ensuring it provides accurate and methodical solutions to problems. The efficiency with which this model processes intricate tasks makes it an indispensable asset in various computational applications, further enhancing its significance in the field. Its innovative design reflects an ongoing commitment to pushing the boundaries of artificial intelligence capabilities.

Experience the remarkable benefits of Math AI, a cutting-edge Chrome extension designed to enhance your homework journey by providing access to a picture math solver for all your mathematical challenges. Whether you're dealing with basic arithmetic, algebra, linear algebra, or physics, this tool aims to clarify equations and concepts efficiently, making learning more accessible. Key Features and Advantages: ● Picture Math Solver: Simply take a picture of your math problem with Math AI, enabling you to find solutions quickly and smoothly. ● Education Modes: Choose from several modes for tailored assistance—receive thorough explanations for complex problems, instant answers for simpler ones, or engage with an AI tutor for a more individualized educational experience. ● Extensive Subject Coverage: In addition to mathematics, this application broadens its reach to disciplines like physics, chemistry, biology, and various other academic areas, positioning itself as a versatile aid for students. ● Multilingual Support: Offering assistance in 21 different languages, Math AI is designed to be inclusive, ensuring users from all over the world can take advantage of its features. ● User-Friendly Convenience: This extension not only boosts your learning efficiency but also saves precious time, empowering you to concentrate on truly grasping the material, paving the way for academic success.

DeepSeek R2 is the much-anticipated successor to the original DeepSeek R1, an AI reasoning model that garnered significant attention upon its launch in January 2025 by the Chinese startup DeepSeek. This latest iteration enhances the impressive groundwork laid by R1, which transformed the AI domain by delivering cost-effective capabilities that rival top-tier models such as OpenAI's o1. R2 is poised to deliver a notable enhancement in performance, promising rapid processing and reasoning skills that closely mimic human capabilities, especially in demanding fields like intricate coding and higher-level mathematics. By leveraging DeepSeek's advanced Mixture-of-Experts framework alongside refined training methodologies, R2 aims to exceed the benchmarks set by its predecessor while maintaining a low computational footprint. Furthermore, there is a strong expectation that this model will expand its reasoning prowess to include additional languages beyond English, potentially enhancing its applicability on a global scale. The excitement surrounding R2 underscores the continuous advancement of AI technology and its potential to impact a variety of sectors significantly, paving the way for innovations that could redefine how we interact with machines.

Mathematics often presents various challenges, which is precisely why we are here to provide support. SnapXam is an AI-powered math tutor designed to help you understand solutions for a multitude of problems, ranging from fundamental arithmetic to complex calculus. By using this tool, you can conserve valuable time as you learn mathematical principles and gain access to helpful instructional videos. With SnapXam, the frustration of studying without comprehension is a thing of the past. It enables you to address problems more efficiently and in considerably less time. Envision SnapXam as a mobile library filled with an endless array of solved examples that you can take with you anywhere. This innovative approach not only enhances your learning experience but also empowers you to develop a deeper understanding of mathematics. Embrace this new era of education and revolutionize the way you approach your math studies.

NerdPal is a groundbreaking math solver that allows users to take a photo or manually enter a math problem to receive instant solutions paired with thorough, step-by-step explanations of the resolution process. This AI-powered math tutor is specifically designed to help students grasp a wide range of mathematical ideas, providing insights that elucidate how to approach challenges from fundamental arithmetic to complex calculus. Users have the flexibility to select their preferred method of problem-solving, either via image capture or a dedicated math keyboard, ensuring the app caters to their unique preferences. Moreover, the application enables users to monitor previously solved problems, set up personal accounts, and provide feedback within the platform itself. Acknowledging the difficulties many individuals encounter with math, NerdPal strives to deliver vital support and resources to facilitate a more accessible and efficient learning experience. By leveraging NerdPal, students can significantly minimize the time spent struggling with intricate concepts, as the app also includes instructional videos that further bolster comprehension. With its intuitive interface and extensive support, NerdPal revolutionizes the often monotonous task of studying mathematics, making it a more enjoyable and productive endeavor. Ultimately, the app not only enhances learning but also fosters a greater appreciation for the subject itself.

DeepSeek-V2 represents an advanced Mixture-of-Experts (MoE) language model created by DeepSeek-AI, recognized for its economical training and superior inference efficiency. This model features a staggering 236 billion parameters, engaging only 21 billion for each token, and can manage a context length stretching up to 128K tokens. It employs sophisticated architectures like Multi-head Latent Attention (MLA) to enhance inference by reducing the Key-Value (KV) cache and utilizes DeepSeekMoE for cost-effective training through sparse computations. When compared to its earlier version, DeepSeek 67B, this model exhibits substantial advancements, boasting a 42.5% decrease in training costs, a 93.3% reduction in KV cache size, and a remarkable 5.76-fold increase in generation speed. With training based on an extensive dataset of 8.1 trillion tokens, DeepSeek-V2 showcases outstanding proficiency in language understanding, programming, and reasoning tasks, thereby establishing itself as a premier open-source model in the current landscape. Its groundbreaking methodology not only enhances performance but also sets unprecedented standards in the realm of artificial intelligence, inspiring future innovations in the field.

Maple Calculator is a powerful and free math-solving app that delivers users accurate answers, detailed visualizations in both 2D and 3D, and thorough step-by-step solutions! From simple arithmetic to complex university-level problems, Maple Calculator is designed to tackle any mathematical challenge. Users can easily enter handwritten or typed math questions through cutting-edge AI technology that captures them with a quick camera click. Alternatively, expressions can be input using the same mathematical symbols and notations taught by instructors, making the entire process more intuitive. No matter your preferred method of input, the app allows for the computation of integrals, polynomial factoring, matrix inversion, and solving systems of equations, among many other mathematical tasks. With the renowned Maple math engine powering its features, the app offers outstanding computational prowess. Moreover, in addition to providing solutions, it includes detailed step-by-step explanations for a wide variety of mathematical problems, such as solving systems of equations, limits, derivatives, and integrals, which fosters a deeper understanding of the material. Ultimately, the app not only assists in finding answers but also significantly enriches your overall mathematics learning journey. By using Maple Calculator, students can build their confidence and enhance their problem-solving skills effectively.

EXAONE Deep is a suite of sophisticated language models developed by LG AI Research, featuring configurations of 2.4 billion, 7.8 billion, and 32 billion parameters. These models are particularly adept at tackling a range of reasoning tasks, excelling in domains like mathematics and programming evaluations. Notably, the 2.4B variant stands out among its peers of comparable size, while the 7.8B model surpasses both open-weight counterparts and the proprietary model OpenAI o1-mini. Additionally, the 32B variant competes strongly with leading open-weight models in the industry. The accompanying repository not only provides comprehensive documentation, including performance metrics and quick-start guides for utilizing EXAONE Deep models with the Transformers library, but also offers in-depth explanations of quantized EXAONE Deep weights structured in AWQ and GGUF formats. Users will also find instructions on how to operate these models locally using tools like llama.cpp and Ollama, thereby broadening their understanding of the EXAONE Deep models' potential and ensuring easier access to their powerful capabilities. This resource aims to empower users by facilitating a deeper engagement with the advanced functionalities of the models.

The QwQ-32B model, developed by the Qwen team at Alibaba Cloud, marks a notable leap forward in AI reasoning, specifically designed to enhance problem-solving capabilities. With an impressive 32 billion parameters, it competes with top-tier models like DeepSeek's R1, which boasts a staggering 671 billion parameters. This exceptional efficiency arises from its streamlined parameter usage, allowing QwQ-32B to effectively address intricate challenges, including mathematical reasoning, programming, and various problem-solving tasks, all while using fewer resources. It can manage a context length of up to 32,000 tokens, demonstrating its proficiency in processing extensive input data. Furthermore, QwQ-32B is accessible via Alibaba's Qwen Chat service and is released under the Apache 2.0 license, encouraging collaboration and innovation within the AI development community. As it combines advanced features with efficient processing, QwQ-32B has the potential to significantly influence advancements in artificial intelligence technology. Its unique capabilities position it as a valuable tool for developers and researchers alike.

Take advantage of our state-of-the-art AI math solver to effortlessly complete any online math assignment for free. If you're struggling with your math homework, HIX Tutor's AI Math Solver can assist you by deconstructing complicated problems into manageable parts. With just a simple click, you can access swift and accurate solutions powered by our innovative math AI technology. This adaptable tool is designed to support learners at every stage, from basic arithmetic to sophisticated university-level subjects and beyond. Additionally, you will receive detailed explanations for each step, which will deepen your understanding of the concepts involved in your math assignments. Our AI math solver is accessible around the clock, ensuring that you can count on it whenever you require help to meet your homework deadlines. By utilizing our free math AI tool, you can efficiently solve problems and minimize the reliance on costly tutoring services. We take pride in offering the latest advancements in AI technology, ensuring precise solutions across a wide range of mathematical areas, including algebra, geometry, and calculus. Our AI math solvers are crafted to enhance the learning experience, providing comprehensive, step-by-step explanations along with the answers you seek. Whether you're preparing for an exam or just aiming to grasp a challenging concept, our AI math solver will be an invaluable resource throughout your educational journey, helping you gain confidence and mastery in mathematics.

Upstage has introduced Solar Pro 2, a state-of-the-art large language model engineered for frontier-scale applications, adept at handling complex tasks and workflows across multiple domains such as finance, healthcare, and legal fields. This model features a streamlined architecture with 31 billion parameters, delivering outstanding multilingual support, particularly excelling in Korean, where it outperforms even larger models on significant benchmarks like Ko-MMLU, Hae-Rae, and Ko-IFEval, while also maintaining solid performance in English and Japanese. Beyond its impressive language understanding and generation skills, Solar Pro 2 integrates an advanced Reasoning Mode that greatly improves the precision of multi-step tasks across various challenges, ranging from general reasoning tests (MMLU, MMLU-Pro, HumanEval) to complex mathematical problems (Math500, AIME) and software engineering assessments (SWE-Bench Agentless), achieving problem-solving efficiencies that rival or exceed those of models with twice the number of parameters. Additionally, its superior tool-use capabilities enable the model to interact effectively with external APIs and datasets, enhancing its relevance in practical applications. This groundbreaking architecture not only showcases remarkable adaptability but also establishes Solar Pro 2 as a significant contender in the rapidly advancing field of AI technologies, paving the way for future innovations. As the demand for advanced AI solutions continues to grow, Solar Pro 2 is poised to meet the challenges of various industries head-on.

K2 Think is an innovative open-source advanced reasoning model that has emerged from a collaborative effort between the Institute of Foundation Models at MBZUAI and G42. Despite having a relatively modest size of 32 billion parameters, K2 Think delivers performance that competes with top-tier models that possess much larger parameter counts. Its primary strength is in mathematical reasoning, where it has achieved excellent rankings on distinguished benchmarks, including AIME ’24/’25, HMMT ’25, and OMNI-Math-HARD. This model is part of a broader initiative aimed at developing open models in the UAE, which also encompasses Jais (for Arabic), NANDA (for Hindi), and SHERKALA (for Kazakh). It builds on the foundational work laid by the K2-65B, a fully reproducible open-source foundation model that was introduced in 2024. K2 Think is designed to be open, efficient, and versatile, featuring a web app interface that encourages user interaction and exploration. Its cutting-edge approach to parameter positioning signifies a notable leap forward in creating compact architectures for high-level AI reasoning. Furthermore, its development underscores a commitment to improving access to advanced AI technologies across multiple languages and sectors, ultimately fostering greater inclusivity in the field.

DeepSeek-V3.2 represents one of the most advanced open-source LLMs available, delivering exceptional reasoning accuracy, long-context performance, and agent-oriented design. The model introduces DeepSeek Sparse Attention (DSA), a breakthrough attention mechanism that maintains high-quality output while significantly lowering compute requirements—particularly valuable for long-input workloads. DeepSeek-V3.2 was trained with a large-scale reinforcement learning framework capable of scaling post-training compute to the level required to rival frontier proprietary systems. Its Speciale variant surpasses GPT-5 on reasoning benchmarks and achieves performance comparable to Gemini-3.0-Pro, including gold-medal scores in the IMO and IOI 2025 competitions. The model also features a fully redesigned agentic training pipeline that synthesizes tool-use tasks and multi-step reasoning data at scale. A new chat template architecture introduces explicit thinking blocks, robust tool-interaction formatting, and a specialized developer role designed exclusively for search-powered agents. To support developers, the repository includes encoding utilities that translate OpenAI-style prompts into DeepSeek-formatted input strings and parse model output safely. DeepSeek-V3.2 supports inference using safetensors and fp8/bf16 precision, with recommendations for ideal sampling settings when deployed locally. The model is released under the MIT license, ensuring maximal openness for commercial and research applications. Together, these innovations make DeepSeek-V3.2 a powerful choice for building next-generation reasoning applications, agentic systems, research assistants, and AI infrastructures.

QwQ-Max-Preview represents an advanced AI model built on the Qwen2.5-Max architecture, designed to demonstrate exceptional abilities in areas such as intricate reasoning, mathematical challenges, programming tasks, and agent-based activities. This preview highlights its improved functionalities across various general-domain applications, showcasing a strong capability to handle complex workflows effectively. Set to be launched as open-source software under the Apache 2.0 license, QwQ-Max-Preview is expected to feature substantial enhancements and refinements in its final version. In addition to its technical advancements, the model plays a vital role in fostering a more inclusive AI landscape, which is further supported by the upcoming release of the Qwen Chat application and streamlined model options like QwQ-32B, aimed at developers seeking local deployment alternatives. This initiative not only enhances accessibility for a broader audience but also stimulates creativity and progress within the AI community, ensuring that diverse voices can contribute to the field's evolution. The commitment to open-source principles is likely to inspire further exploration and collaboration among developers.

Mathway provides vital tools that empower learners to effectively address and understand their mathematical difficulties. By assisting millions of users and solving billions of problems, it has established itself as the premier problem-solving resource for students, educators, and parents. The primary goal of Mathway is to deliver top-notch, on-demand math assistance to all learners. This progressive initiative is set to continually enhance its features and functionality in the coming years. Acknowledged as the world's most sophisticated math calculator, Mathway covers a wide range of subjects, from algebra and graphing to calculus. Through this cutting-edge platform, users enjoy unlimited access to solutions that elucidate complex concepts. Students can either take a picture of a math problem or enter it manually to receive comprehensive, step-by-step support. Additionally, it is crucial to remember that the subscription will renew automatically unless the auto-renew feature is deactivated at least 24 hours before the current billing cycle ends. With a strong dedication to improving the educational experience, Mathway significantly reshapes how students interact with mathematics, fostering deeper understanding and engagement. As a result, learners are better equipped to tackle academic challenges and achieve their educational goals.

This year marks the 2311th anniversary of Archimedes, and in his honor, we are thrilled to unveil our first Mathstral model, a dedicated 7B architecture crafted specifically for mathematical reasoning and scientific inquiry. With a context window of 32k, this model is made available under the Apache 2.0 license. Our goal in sharing Mathstral with the scientific community is to facilitate the tackling of complex mathematical problems that require sophisticated, multi-step logical reasoning. The introduction of Mathstral aligns with our broader initiative to bolster academic efforts, developed alongside Project Numina. Much like Isaac Newton's contributions during his lifetime, Mathstral builds upon the groundwork established by Mistral 7B, with a keen focus on STEM fields. It showcases exceptional reasoning abilities within its domain, achieving impressive results across numerous industry-standard benchmarks. Specifically, it registers a score of 56.6% on the MATH benchmark and 63.47% on the MMLU benchmark, highlighting the performance enhancements in comparison to its predecessor, Mistral 7B, and underscoring the strides made in mathematical modeling. In addition to advancing individual research, this initiative seeks to inspire greater innovation and foster collaboration within the mathematical community as a whole.

Grok 3 DeepSearch is an advanced research agent and model designed to significantly improve the reasoning and problem-solving capabilities of artificial intelligence, focusing on deep search techniques and iterative reasoning approaches. Unlike traditional models that largely rely on existing knowledge, Grok 3 DeepSearch can explore multiple avenues, assess theories, and correct errors in real-time by leveraging vast datasets while employing logical, chain-of-thought reasoning. This model is particularly adept at handling tasks that require thorough analysis, such as intricate mathematical problems, programming challenges, and comprehensive academic inquiries. As a cutting-edge AI tool, Grok 3 DeepSearch stands out for its ability to provide accurate and in-depth solutions through its unique deep search capabilities, making it an asset in various fields, from scientific research to creative arts. Additionally, this innovative tool not only simplifies the process of problem-solving but also encourages a more profound comprehension of intricate concepts, ultimately enhancing the user's ability to tackle complex issues effectively.