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10 best AI math solver tools for math problem-solving

Homework AI makes it easier for students to learn difficult subjects. Boost your assignment and exam grades with these best AI homework helpers.

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  • March 18, 2024

Math problem

The traditional approach to learning involves acquiring knowledge through listening and observation.

However, professionally trained AI can better accommodate different learning styles and enhance comprehension by offering tailored, on-demand learning assistance, especially in challenging subjects like mathematics.

As a subject many students struggle with, having access to a reliable AI math solver is invaluable. Math AI solvers can provide students and other learners with instant homework help outside the classroom at any time when needed.

They can also help improve students’ math test scores and build their mathematical skills over time. Let’s look at some of the best math AI tools for mathematical problem-solving:

Ten best AI math solver tools

1. Mathful – Best AI math solver overall

2. HIX Tutor – Best AI math solver for rapid homework response

3. AI Math – Best AI math solver for increasing math test scores

4. HomeworkAI – Best AI math solver for 24/7 math homework help

5. GeniusTutor – Best AI math solver for high-level learning 

6. Mathway – Best AI math solver for solving algebra problems

7. Air Math – Best AI math solver for mobile uses

8. StudyMonkey – Best AI math solver for in-depth explanations 

9. Interactive Mathematics – Best AI math solver for comprehensive chat support

10. Smodin – Best AI math solver for step-by-step solutions

Mathful – Best AI math solver overall

Mathful AI math solver

Mathful is an AI-powered math homework solver that provides step-by-step answers to all types of math questions.

The math AI tool uses a large language model and advanced algorithms to help students improve their math grades and prepare for exams.

Mathful has proven to be one of the most accurate AI math solvers, boasting a remarkable 98% accuracy rate across various mathematical disciplines, such as calculus, algebra, and geometry.

Mathful can also help students of all levels, from elementary school to university and beyond.

Mathful can help students improve their math grades in school by enforcing core math concepts and providing detailed explanations that promote comprehension.

Students can start using Mathful for free; low-cost subscription plans are available after the initial trial. 

  • Able to provide highly accurate solutions and comprehensive explanations.
  • Can process text and image files.
  • Able to solve a variety of question types. 
  • Available to use 24/7. 
  • It cannot replace a real classroom education. 

Get instant answers to Math homework questions with Mathful AI math solver >>>

HIX Tutor – Best AI math solver for rapid homework response

HIX Tutor program for writing

HIX Tutor is a powerful AI homework helper that provides comprehensive support in many subjects, such as chemistry, biology, and physics.

It also serves as a personal AI math tutor, helping students boost their math grades and overall academic success. 

To use HIX Tutor’s advanced math AI, type in a math problem or upload an image or document of the question.

The tool instantly generates a detailed explanation for each problem step, helping students understand the underlying math concepts. 

HIX Tutor’s AI math problem solver can help save users time spent struggling with complicated math assignments.

Try the AI math solver at no cost. Once you’ve reached your question limit, upgrade to an affordable monthly or annual plan.

  • Delivers step-by-step solutions to math questions.
  • Trained on a large math knowledge dataset. 
  • Reduces time spent on math homework. 
  • Requires payment after the initial trial. 
  • Some students may only use the tool to get answers without learning. 

Streamline the math learning experience with HIX Tutor’s math AI solver >>>

AI Math – Best AI math solver for increasing math test scores

AIMath home page with a children doing math homework.

How you prepare for a math test can significantly impact your performance.

AI math solvers like AI Math help take the frustration out of studying by providing thorough explanations that teach students how to tackle similar math problems. 

The AI math problem solver generates answers to questions in under 10 seconds with a 99% accuracy rate.

AI Math supports over 30 languages so that students can get responses in their native language for better understanding.

Students who use AI Math to supplement their classroom education experience an increase in their math test scores of up to 35%. Starting with AI Math is free; subscriptions cost just a few dollars a month.

  • Covers most branches of math, such as arithmetic and trigonometry.
  • Walks students through the solution to facilitate understanding. 
  • Can solve simple to complex math problems.
  • Does not currently offer advanced math features. 

Choose AI Math and study for math tests in a smarter way >>>

HomeworkAI – Best AI math solver for 24/7 math homework help

Homework AI writing program

Students often need help with homework outside of traditional school hours. AI math solver tools like HomeworkAI allow students to get comprehensive support round-the-clock.

Much like a personal tutor, HomeworkAI focuses on teaching students how to solve homework problems instead of simply giving answers. 

HomeworkAI can handle math problems with multiple solution methods, meaning a primary solution and possible alternative approaches.

It can also analyze textbook material with practice math questions to aid students’ studies. 

While HomeworkAI excels in helping students complete math assignments with high precision, this AI homework tool can also help students in other school subjects, such as biology, physics, chemistry, literature, and history.

Try HomeworkAI for free, or choose from a low-cost subscription plan for unlimited uses. 

  • Allows students to work at their own pace at home. 
  • User-friendly platform is easy to navigate. 
  • It can help students excel in many subjects, including math.
  • This may cause students to rely too much on online math-solving platforms. 
  • Rarely, solutions may be outdated or incorrect. 

Try HomeworkAI and get instant help for your math homework >>>

5. Genius Tutor – Best AI Math Solver for High-Level Learning

GeniusTutor AI writing program

Genius Tutor is a versatile AI tutor and homework helper that can help students build their math skills and gain confidence in their academic abilities.

While the AI math solver is geared toward all types of learners, it is best suited for high school and college-level students.

The AI math problem solver provides a step-by-step breakdown for math questions of all types, showing the exact process of figuring out math problems and concepts.

Genius Tutor also highlights and explains important theorems, formulas, and rules so that students know when and how to use them.

Genius Tutor not only helps students complete math homework assignments in record time but can also help them prepare for exams.

No credit card is needed to try Genius Tutor, and budget-friendly paid subscriptions are available after the free trial.

  • Can help students with all mathematical disciplines.
  • Provides in-depth guides that foster lifelong learning. 
  • Gives instant feedback on a variety of homework questions. 
  • May not provide accurate solutions to highly complex math problems. 

Genius Tutor’s AI math solver can instantly elevate your math learning experience >>>

Mathway – Best AI math solver for solving algebra problems

Mathway program app

Algebra is a complex branch of mathematics that many students struggle with in high school and college.

Mathway offers a sophisticated AI math solver designed to solve algebra homework questions, from word problems to complex mathematical operations that form meaningful expressions.

The math solver AI tool combines an algebra calculator with a conversational chatbot. Simply type in a math problem or upload a photo and get instant step-by-step solutions. 

Mathway also offers AI-driven math problem solvers for other branches of math, such as calculus, statistics, chemistry, and physics.

  • The clean interface is easy to use. 
  • You can upload documents on a computer or mobile device. 
  • It makes it easy to master algebraic concepts. 
  • Additional features require a paid upgrade. 
  • Does not always provide detailed explanations. 

Air Math – Best AI math solver for mobile uses

AIRMATH AI math program

Nowadays, many students rely on their smartphones or other mobile devices for homework help. Air Math is a smart AI math solver app available on Apple and Android devices.

Once installed, the Air Math app allows students to snap and solve math homework questions in under three seconds.

The innovative math AI solver can solve everything from geometry questions to word problems.

The 24/7 instant solutions include step-by-step solutions to teach students how to solve the problem independently. 

If you still have problems understanding the explanations, Air Math can connect you with professional math experts worldwide at any time. 

  • Free to use.
  • Offers support on mobile devices.
  • You can ask expert math tutors for additional assistance. 
  • Students can download the Chrome Extension on the web. 
  • The app may not accurately read handwritten math questions. 

StudyMonkey – Best AI math solver for in-depth explanations 

Study Monkey homepage

StudyMonkey is a free AI homework helper that provides academic assistance in many areas, including mathematics.

The powerful AI math solver saves students time and headaches by instantly generating solutions to complex math problems, preventing long homework sessions. 

Type in the math problem, and StudyMonkey provides an accurate answer, detailed explanation, and steps to solve the problem to make it easier to understand.

This platform also retains a history of past questions asked, allowing students to review and revisit solutions anytime, aiding in effective long-term learning. 

  • Can handle math problems from first grade to expert. 
  • Offers a free plan. 
  • Math features are limited.
  • Can not upload images or documents. 
  • You must pay for a subscription to ask more than three questions daily.

Interactive Mathematics – Best AI math solver for comprehensive chat support

Interactive Mathematics

Many students are familiar with chatbots, making Interactive Mathematics a popular option for homework help.

The state-of-the-art AI math problem solver claims to be more accurate than ChatGPT and more powerful than a math calculator. Its speed also surpasses human math tutors. 

Using Interactive Mathematics for homework help is also very simple.

You can type in your math question or upload an image, and the tool immediately sets to work, with the added benefit of offering solutions through a chatbot-style conversation that simulates a real-time, interactive math problem-solving session.

  • You can help students improve their grades.
  • Chat-based real-time problem-solving
  • Offers bonuses like SAT/ACT prep courses. 
  • Users can only ask three questions before reaching the free question limit.

Smodin – Best AI math solver for step-by-step solutions

Smodin program

The Smodin Math AI Homework Solver can help if you’re struggling with math homework.

This unique tool uses machine learning and AI algorithms to efficiently solve all types of math problems, from formulas to equations.

The tool also promises high accuracy, reducing the risk of submitting incorrect answers. 

Smodin doesn’t just provide a final answer to your query. It provides both brief answers and comprehensive explanations to help you better understand the concept.

It also shows a variety of relevant web answers and links to other resources, such as YouTube videos. 

  • Users must make an account to start using Smodin.
  • Step-by-step solutions are highly detailed and engaging. 
  • Can help students ace their math exams. 
  • Free users are limited to 3 daily credits. 
  • Cannot upload images or documents. 

Final thoughts

Many students struggle with math, but that doesn’t mean they must settle for bad grades. With the right AI math solver, students can confidently develop their math skills and complete assignments and exams. 

Based on our assessments, Mathful easily stands out from the pack. It is a sophisticated AI math problem solver that offers enhanced problem-solving capabilities, accurate solutions, and affordable subscription plans.

Try Mathful for free and achieve greater academic success.

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10 Best AI Tools for Solving Math Problems Effortlessly [Free + Paid]

Ai Tool For Math Problems Free and Paid: Mathematics is intimidating for many students. AI transforms how math is understood and remembered, making it more enjoyable to AI Tools for Solving Math. You can learn about the top 10 best AI tools for solving math problems effortlessly with pros and cons.

These tools will enhance your mathematical abilities and help you excel. Whether you are struggling to learn new math concepts or want to gain the next level of proficiency in this subject, these AI tool for math problems free and paid tools are helpful.

10 Best AI Tools for Solving Math Problems Effortlessly

Here are the 10 Best AI tools for solving math problems effortlessly along with their features, pricing, pros, and cons.

  • Wolfram Alpha
  • Maple Calculator
  • Microsoft Math Solver

1. Photomath

Photomath

Photomath – AI tool for solving Math Problems

Photomath is a mobile app for AI Tools for Solving Math that offers the best solutions for people struggling to solve math problems. Using this AI tool for math problems free, users can scan the handwritten math problems handwritten using their smartphone camera and get the solution for this problem in real-time.

Features Improve the math skills of students by getting quick feedback. Offer solutions to various math topics such as arithmetic, algebra, calculus, etc. Ideal for research students, parents, and teachers to use this app to teach math to students.
Pros Photomath, math AI solver free offers accurate solutions to math problems with the help of photo scanning. Give you animated instructions on how to solve the math problem, enhancing the visual experience.
Cons Limited to solving only math problems and does not focus on other subjects. To solve complicated issues, you will need to take a subscription to get the solutions in steps.
Price Basic version – free. Photomath Plus – subscription based.
Link : https://photomath.com/

2. Socratic

Socratic

Socratic – AI tools for Mathematics

Socratic is one of the best AI tools for mathematics that Google developed, and it is a mobile app. The app is AI tool for math problems free also designed to help you with other subjects such as science, history, and more.

Features Provide you with step-by-step solutions to solve the problem and understand it. Solve issues related to basic arithmetic to advanced calculus. Analyze the problem and offer you a comprehensive explanation. Come with videos to solve the issues and tackle challenging coursework.
Pros Give clear-cut explanations with visual aids to solve the math problem. Cover topics such as algebra, geometry, calculus, and so on. Cons Users find the explanations for the math problem to be too simplified. Limited functionality is available to provide solutions for advanced math topics.
Price: Free
Link: https://socratic.org/

Mathway

Mathway – AI Mathematics tool

Mathway is an AI-powered tool for AI tool for math problems online free that will quickly solve math problems and give you a clear-cut explanation. It is one of the best AI tools for mathematics students that offers you a comprehensive explanation that will be helpful for students to solve math problems at diverse levels.

Features Solve math problems related to various concepts such as calculus, algebra, trigonometry, and graphing. Offer extra support for students to help them solve math homework.
Pros Available for both online and mobile apps to let you access this on the move. User-friendly interface to find solutions for the math problem with ease. Cons Advanced features will need you to subscribe to the Mathway Plus subscription. It does not provide you with alternative methods or approaches to solving the problem.
Price: Basic version is free. Premium – starts at $19.99/month.
Link: https://www.mathway.com/

4. Wolfram Alpha

Wolfram-Alpha

Wolfram Alpha – Best AI Math Tool

The Wolfram Alpha application is made of a computational engine that will leverage the power of AI to access your math queries. It is one of the AI math problem solvers that can also answer questions related to science and engineering.

Features Solve math problems and graph functions and offer you with step by step solution. Vast library for math concepts, formulas, and equations. Visualize the data and offer you highly interactive graphs and plots.
Pros Easy to handle complex calculations with its solutions. Great tool for students who want to master Mathematics. Cons You will need internet connectivity to access this application. A few features are not available in the free version of the app.
Price Free version is available. Pro – $5/month, Pro premium – $8.25/month.
Link : https://www.wolframalpha.com/

5. Maple Calculator

MapleSoft

MapleSoft – AI based math tool

Maple calculation is one of the best AI-based math tools that students use. You can solve different problems using this AI tool for math problems online free application, such as algebra, trigonometry, calculus, and so on. Widely used tool by engineers, scientists, and mathematicians across the globe

Features Help students learn math and get knowledge on advanced functions and graphing tools. Many educational games and puzzles are available to boost your math skill. User-friendly interface is available to gain in-depth knowledge on the subject.
Pros Different mathematical functions are available to solve the problems. Graphical representation of complicated concepts of math. Cons Advanced concepts will need additional support to understand. Minimal access is offered to access this app online.
Link: https://www.maplesoft.com/

6. CameraMath

CameraMath

CameraMath – AI tool for Math Students

CameraMath is one of the innovative yet powerful AI tools for math students that is available for students to solve problems briskly. You can take a picture of the math expression or problem. Using image recognition and algorithms, it offers you with the best solutions.

Features Let students ask questions and get personalized answers from tutors. The bank feature present will give you access to different math concepts, formulas, and equations. Scientific calculators, graphing calculators, and geometry calculators are available for students who want to improve their math skills.
Pros Easy to solve math problems by capturing the image with equations. Offer steps to improve the learning experience of users. Cons Can only be used to solve the math problems. Stable internet connectivity is required to solve math problems.
Price Basic – Free. Premium- $3.33/month.
Link: https://cameramath.com/

7. Microsoft Math Solver

Microfsoft Mathsolver

AI Math Solver

Microsoft Math Solver is the AI math solver used to solve math problems innovatively. It also teaches math to students. The app is designed to solve arithmetic to advanced calculus problems.

Features Come with visual explanation to help students understand how the problem was solved. You can get any equation in a graph format to understand the variables relationship. Recognize the handwritten problems and let students solve the problem on paper and verify.
Pros Easy to use and solve different types of mathematical problems. Supports multiple languages like German, Hindi, Spanish and more. Cons You will need internet connectivity to access all the functionalities in the tool. You will have limited access to the handwritten input.
Link : https://math.microsoft.com/

8. Symbolab

Symbolab

Symbolab – AI Math Tool

Symbolab is one of the AI tool for math problems online free used to solve different types of mathematical problems, such as calculus, trigonometry, and algebra. Progress can be tracked in the form of reports and analytics in the dashboard.

Features AI math solver online is used to solve all complicated math problems, such as graphing and geometry. Help college students prepare for the exams when pursuing math-related fields.
Pros Solve math in different subjects comprehensively. Offer step-by-step solutions to solve the problem to help the students easily understand. Cons Advanced features in the tool are available only after paying for the subscription. Limited access to some of the features.
Price Free plan. Pro plans – monthly $6.99/month, semi annual – $4.15/month, annual – $2.49/month.
Link: https://www.symbolab.com/

9. Quickmath

QuickMath

QuickMath – AI Math Tool

Quickmath is the AI math tool that is used to solve algebraic equations accurately along with calculus problems with the help of large language models. The mobile app is available for Android and iOS devices.

Features Easy-to-understand tutorials are available to solve complex concepts and calculations. Robust offline support is available for users to continue learning without any internet.
Pros Easy to use to solve complicated math problems with the help of this math companion. The interface is highly interactive and intuitive. Cons The user interface could be more straightforward for users to understand and use this tool. Could not give accurate solutions for some of the complicated equations.
Price – Free
Link: https://quickmath.com/

10. Mathpix

Mathpix

Mathpix – AI math problem solver

Mathpix is one of the best math AI solver word problems to solve printed and handwritten math and science problems including simple, advanced levels and chemical diagrams. It will recognize the math symbols, equations, and graphs on paper and give solutions.

Features Digital Ink – Offers live drawing in app and support actions like erase and scribble. On-premise PDF Cloud – Easily converts PDFs, or images to machine readable formats like Latex, Docx, and Markdown. Handwriting Recognition – It uses OCR technology to recognize math and provide you with accurate solutions in different languages.
Pros You can get real-time assistance to solve issues related to equations. Supports multiple languages includes printed Latin, Asian, Semitic, and Cyrillic alphabet languages. Cons Does not solve complicated problems, as it cannot accurately recognize. Advanced features of the tool can be accessed only through a subscription.
Price Pro – $4.99/month. Pro Yearly – $49.90/month. Organization – $9.99/month. Organization Yearly – $99.90/month. Custom pricing plans also available for OCR API.
Link: https://mathpix.com/

AI-powered tools cater to every math student’s needs, irrespective of their academic level. There are free and paid best AI tools for solving math problems available to get detailed solutions to understand how the problem was solved so that you can solve the same problem when it is given in an exam.

Out of all the top tools we have listed to solve math using AI, Wolfram Alpha helps professionals and students solve complicated math problems with ease and offers insights into challenging mathematical topics. It will also generate graphs and visualizations to explain math concepts clearly to users.

Best AI Tools for Solving Math Problems- FAQs

How do i choose the best ai math tool for me.

You can choose the math AI bot tool based on your needs and educational level. Secondary students can choose Symbolab or Photomath, whereas college students who tackle complicated problems can choose Wolfram Alpha.

Are there free AI tools available for math?

Yes, Free tools are available. Maple Calculator is great math tool that gives answers including 2D, 3D graphs.

Which AI is good for maths?

AI tutors like Socratic can help you solve math problems. AI is also being researched to solve complex math itself.

Which app is best for maths solution free?

Mathway calculator is a smart math problem solver which gives you a step by step solution to a math problem.

Is ChatGPT good for math?

While ChatGPT may excel at generating plausible responses, it may struggle to produce accurate mathematical results due to a lack of formal understanding and the absence of a mechanism to perform mathematical computations.

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Can the math solver help me improve my grades (yes).

Now, we can't guarantee you'll get better grades, since the AI Math Solver is only half of the success equation, but the majority of students who use the application report full letter grade improvements in their grades. Most see improvements in their homework grades immediately.

How long does it take to get an answer to my math problem?

Our application is available 24/7 and will start working on a solutions immediately after you send it. The time it takes to solve each problem is dependant on the complexity of the problem. The application will post a step by step solution.

Can I really ask unlimited questions?

How is this app different from your tutoring service.

The AI Math Solver is FREE to try and powered by our proprietary mathematical computation engine and AI while our Tutoring service enables students to chat with professional (human) math tutors.

Can it answer Physics questions?

Yes, the AI has been trainined on physics concepts and problems. However if it can't answer a question, then we recommend subscribing to our Tutoring service to connect with a physics tutor.

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Yes, the application is optimized for mobile and tablet, no need to download another app onto your phone. An internet connection is required.

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Yes, simply tap or click the carmera icon next to the Solve button in the application then select the image or if you're on your phone open your camera to immediately take a picture of your math problem.

The application can interpret most handwritten or typed math problems.

Is it free to use?

Yes, it's free to try! You can ask 3 questions for free before reaching the free question limit.

Which math subjects are covered?

The AI LLM has been trained on a large array of mathematical subjects including, but not limited to Basic Algebra, Advanced Algebra, Geometry, Trigonometry, Calculus, Advanced Calculus, Physics and much more.

Can it Solve Basic Math Problems?

Yep! The AI LLM has been trained on a large array of mathematical subjects including, but not limited to Basic Algebra, Advanced Algebra, Geometry, Trigonometry, Calculus, Advanced Calculus, Physics and much more.

How do I cancel my subscription?

You can cancel your subscription very easily in several ways.

1) Login, go to the Manage Account tab, then click the Cancel Plan button.

2) Click the cancel plan link in your sign up email.

3) If you can't find it or no longer have it, just send us an email at [email protected] and we'd be happy to assist you.

Can I change my subscription?

Yes you certainly can! You can change your subscription by accessing the Manage Account page within the application or using the link provided in your sign up email. If you can't find it or no longer have it, just send us an email at [email protected] or ask your tutor for assistance they will be happy to assist.

How much does it cost?

You can view the price of our subscription packages here . We're also providing freebies and exclusive deals from our large network of high quality partners. We obsess over the details to ensure you get 10x more value than the price tag!

Can it Solve Calculus Math Problems?

Can it solve geometry math problems.

P.S. We're currently working to enable in app graphing to accompany solutions.

Can it solve Trigonometric Functions?

Can it solve simple equations math problems.

Yep! The AI LLM has been trained on a large array of mathematical problems and subjects including, but not limited to Basic Algebra, Advanced Algebra, Geometry, Trigonometry, Calculus, Advanced Calculus, Physics and much more.

Can it solve any math problems and equations?

How do i get math solutions.

Simply upload an image of your math problem or enter it and click Solve. Our AI math problem solving calculator will provide a step by step solution to the problem with the answer.

Can it solve word problems?

Yes! Our AI math word problem solver will provide a step by step solution and answer to any word problem.

How do you find the answers to math word problems?

Step by step solutions and answers to any word problem or equations can be found in the chat window indicated in blue text bubbles.

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Math Solver

StudyX Math Solver AI, powered by ChatGPT, GPT-4 and Claude 3 Opus, utilizes advanced AI technology and code interpreters to achieve a remarkable 92% accuracy in solving diverse math questions. Ask your question and get step-by-step solutions in seconds now!

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How Can Math Solver Assist You with Your Math Homework?

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Frequently Asked Questions

Why choose studyx's math solver.

Based on our experimental results, StudyX's Math Solver has achieved an accuracy rate exceeding 92%, surpassing the accuracy of GPT-4. Following its release on the GPT Store, StudyX's Math Solver successfully secured a position in the Top 5 of the GPT Store's education ranking.

Can Math Solver generate solid geometry figures?

Our Math Solver is primarily designed for solving algebraic, equations, and mathematical problems and does not include the capability to generate solid geometry figures so far.

Can this Math Solver solve complex differential problems?

Yes, it can provide a step-by-step solution to the problems.

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Nearly instantly you'll receive the step-by-step answer to your math problem so you can actually learn.

Can a math AI help me improve my math grades in school?

Certainly! A math solver like Mathful can significantly boost your math grade by offering round-the-clock access to step-by-step solutions across a wide array of math topics, from algebra to calculus.

Does this math AI tool cover all types of math?

Yes, Mathful is capable of tackling any type of math question, from arithmetic and geometry to algebra and number theory.

How long does it take for the math AI solver to get an answer to my math question?

Once you submit your math problem, Mathful will quickly formulate the correct answer and generate a solution almost instantly.

Can I try the Mathful AI math solver for free?

Yes, the Mathful AI math problem solver is free to try. Cost-friendly subscriptions are available to ask even more math questions.

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Yes, our math solver and step-by-step math calculator use encrypted transmissions, and your personal information is never stored or shared. It was created with your privacy and safety in mind.

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By using a photo math solver, you can simply take a photo of a math problem. No more need to type out complex equations or search for similar examples online. It's an instant way to begin tackling your math homework or study questions.

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Researchers from the University of Notre Dame team and Tencent AI Lab have introduced a new benchmark named MathChat to address this gap. MathChat evaluates LLMs’ performance in multi-turn interactions and open-ended question-answering. This benchmark aims to push the boundaries of what LLMs can achieve in mathematical reasoning by focusing on dialogue-based tasks. MathChat includes tasks inspired by educational methodologies, such as follow-up questioning and error correction, which are critical for developing models that can understand and respond to dynamic mathematical queries.

The MathChat benchmark includes follow-up question-answering, error correction, analysis, and problem generation. These tasks require models to engage in multi-turn dialogues, identify and correct mistakes, analyze errors, and generate new problems based on given solutions. This comprehensive approach ensures that models are tested on various abilities beyond simple problem-solving. By encompassing multiple aspects of mathematical reasoning, MathChat provides a more accurate assessment of a model’s capabilities in handling real-world mathematical interactions.

In their experiments, the researchers found that while current state-of-the-art LLMs perform well on single-turn tasks, they struggle significantly with multi-turn and open-ended tasks. For instance, models fine-tuned on extensive single-turn QA data showed limited ability to handle the more complex demands of MathChat. Introducing a synthetic dialogue-based dataset, MathChatsync, significantly improved model performance, highlighting the importance of training with diverse conversational data. This dataset focuses on improving interaction and instruction-following capabilities, essential for multi-turn reasoning.

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The researchers evaluated various LLMs on the MathChat benchmark, observing that while these models excel in single-turn question answering, they underperform in scenarios requiring sustained reasoning and dialogue understanding. For example, MetaMath achieved 77.18% accuracy in the first round of follow-up QA but dropped to 32.16% in the second round and 19.31% in the third. Similarly, WizardMath started with 83.20% accuracy, which fell to 44.81% and 36.86% in subsequent rounds. DeepSeek-Math and InternLM2-Math also exhibited significant performance drops in multi-round interactions, with the latter achieving 83.80% accuracy in single-round tasks but much lower in follow-up rounds. The MathChatsync fine-tuning led to substantial improvements: Mistral-MathChat achieved an overall average score of 0.661, compared to 0.623 for Gemma-MathChat, indicating the effectiveness of diverse, dialogue-based training data.

In conclusion, this research identifies a critical gap in current LLM capabilities and proposes a new benchmark and dataset to address this challenge. The MathChat benchmark and MathChatsync dataset represent significant steps in developing models that can effectively engage in multi-turn mathematical reasoning, paving the way for more advanced and interactive AI applications in mathematics. The study highlights the necessity of diverse training data and comprehensive evaluation to enhance the capabilities of LLMs in real-world mathematical problem-solving scenarios. This work underscores the potential for LLMs to transform mathematical education and research by providing more interactive and effective tools.

Check out the  Paper . All credit for this research goes to the researchers of this project. Also, don’t forget to follow us on  Twitter . Join our  Telegram Channel ,   Discord Channel , and  LinkedIn Gr oup .

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🚀 Excited to share our latest research MathChat! 📊 We explore the new frontiers in interactive math problem-solving. Check it out! 🧵👇 MathChat is a benchmark designed to evaluate LLMs on mathematical multi-turn interaction and open-ended generation. https://t.co/d6UFlPZyC9 — Zhenwen Liang (@LiangZhenwen) May 31, 2024

problem solving in math ai

Nikhil is an intern consultant at Marktechpost. He is pursuing an integrated dual degree in Materials at the Indian Institute of Technology, Kharagpur. Nikhil is an AI/ML enthusiast who is always researching applications in fields like biomaterials and biomedical science. With a strong background in Material Science, he is exploring new advancements and creating opportunities to contribute.

Beyond the Reference Model: SimPO Unlocks Efficient and Scalable RLHF for Large Language Models

  • BRIDGETOWER: A Novel Transformer-based Vision-Language VL Model that Takes Full Advantage of the Features of Different Layers in Pre-Trained Uni-Modal Encoders
  • Ant Group Proposes MetRag: A Multi-Layered Thoughts Enhanced Retrieval Augmented Generation Framework
  • From Explicit to Implicit: Stepwise Internalization Ushers in a New Era of Natural Language Processing Reasoning

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Math AI Homework Solver

Omni is the most accurate AI homework solver on the market!

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iOS 18’s Big AI Update Could Automatically Solve Math Problems for You

Like predictive text, but for math equations.

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WWDC 2024 hype season is upon us! We’re a little over a week away from Apple’s annual developer conference, where the company is expected to announce new versions of all of its platforms, including iOS 18 .

All rumors point to iOS 18 being the biggest update to the iPhone software in years, with generative AI as the headlining act. We’ve already heard of some obvious AI updates, like smart summaries, photo retouching, and automatic replies . However, a new report from AppleInsider suggests there’s even more AI in store. The Apple-focused publication says iOS 18 will get a “Catch Up” feature where Siri can provide an overview of recent notifications, cross-device media controls where you can activate Siri on one device to control another, and even the ability to create and edit images within iMessage using generative AI.

With all these leaked AI features, it might be easy to overlook perhaps the most underrated one: AI that can automatically solve math problems.

Apple Calculator app

The Calculator functionality is going to be integrated into the Notes app.

No Need to Open Up the Calculator App

According to AppleInsider , a new feature called “Keyboard Math Predictions” will detect and automatically solve math equations that are entered as text. Think of this like your iPhone’s predictive text that finishes your sentences for you, but for math problems. On top of that, the Notes app will get a crash course in math, with the ability to recognize math equations and offer solutions with help from the Calculator app’s integration. Apple is also reportedly working on a way to generate graphs within the Notes app.

Apple’s AI isn’t the only one that can handle some math thrown its way. OpenAI previously announced GPT-4o, and the AI chatbot made easy work of an equation looking to solve for x. GPT-4o can even act as more of a personal tutor for more involved problems.

Apple teaser for WWDC 2024

WWDC 2024 will finally reveal all the AI things that Apple has been working on.

Big AI Reveal on June 10

Fortunately, we only have to wait until Apple kicks off its WWDC 2024 on June 10 to see what’s in store with iOS 18. The software update won’t officially arrive until the fall, but Apple will share installable developer and public betas shortly after WWDC if you’re willing to deal with bugs and such throughout the summer.

With Apple hopping on the wave, generative AI chatbots are proving that they can handle math just as well as they can understand natural language. You could argue that AI-assisted math could make us all dumber, but that’s also what people said about calculators and computers. Sure, technology has made some people lazier, but it’s also helped save us time and solve even more complex problems. Adding AI that can solve math into the iPhone will only strengthen its purpose as do-it-all device.

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    The Intersection of Math and AI: A New Era in Problem-Solving. The Mathematics and Machine Learning 2023 conference at Caltech highlights the growing integration of machine learning in mathematics, offering new solutions to complex problems and advancing algorithm development. Conference is exploring burgeoning connections between the two fields.

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    Solving math word problems. Read paper Browse samples Download dataset. We've trained a system that solves grade school math problems with nearly twice the accuracy of a fine-tuned GPT-3 model. It solves about 90% as many problems as real kids: a small sample of 9-12 year olds scored 60% on a test from our dataset, while our system scored 55% ...

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  26. iOS 18's Big AI Update Could Automatically Solve Math Problems for You

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