MathWorks Math Modeling Challenge (M3 Challenge): A Complete Guide

The MathWorks Math Modeling Challenge (M3 Challenge) invites high school students to apply mathematics to policy, business, and scientific problems under realistic constraints. For students aiming at competitive STEM programs, participation carries weight because research links authentic, project-based problem solving with stronger higher-order thinking and long-term STEM engagement.

Strong performance in the M3 Challenge is a compelling academic signal to college admissions officers. This guide outlines how the M3 Challenge works and how you can qualify and succeed.

• What Is the MathWorks Math Modeling Challenge (M3 Challenge)?
• M3 Challenge Awards and Recognition
• How to Qualify for the M3 Challenge
• How to Get into the M3 Challenge
• How to Win the M3 Challenge
• M3 Challenge Previous Winners
• Frequently Asked Questions
• Takeaways

What Is the MathWorks Math Modeling Challenge (M3 Challenge)?

The MathWorks Math Modeling Challenge (M3 Challenge) is one of the most demanding team-based mathematics competitions you can enter as a high school student in the United States, England, or Wales.

The M3 Challenge places you on a team of three to five students with one coach, working as professional mathematicians and analysts do by applying mathematics, data analysis, and precise written reasoning to open-ended, real-world challenges under strict time limits.

Once the problem is released, your team has 14 continuous hours to research the topic, build and test models, analyze results, and produce a complete solution paper with an executive summary, submitted as a single PDF. After submission, your coach certifies the work’s authenticity, and the paper enters a blind, multi-round judging process.

For the 2025–2026 cycle, registration is open until February 20, 2026, with Challenge weekend typically held in early March. If you place at the top, you advance to the Final Event in New York City, where you present your work to PhD-level judges with all travel expenses covered.

Since its founding, the MathWorks Math Modeling Challenge has reached nearly 80,000 students and awarded over $2 million in scholarships, making it a flagship competition for students pursuing STEM, data science, engineering, economics, and public policy.

M3 Challenge Awards and Recognition

The MathWorks Math Modeling Challenge (M3 Challenge) offers one of the most generous scholarship programs among high school academic competitions, awarding over $100,000 in college scholarships each year.

All scholarships are shared equally among team members and are paid directly to the college or university you attend. Awards may be held in escrow until enrollment, ensuring funds are applied toward your higher education.

Below are the list of scholarship awards and recognition you can earn:

1. Finalist Awards (Top 6 Teams)

If your team ranks among the top six overall, you earn M3 Challenge Finalist status and an expense-paid trip to New York City, where you present your work to a panel of PhD-level applied mathematicians during the final validation round of judging.

The Champion receives a $20,000 team scholarship, the Runner-Up earns $15,000, and the Third-Place team receives $10,000. The remaining three finalist teams each receive $5,000 in team scholarship funding.

2. Additional Scholarship Awards

Even without reaching finalist status, teams can earn meaningful recognition and funding. Semi-Finalists receive a $1,500 team scholarship, with six teams selected at this level. Nineteen teams earn Honorable Mention, each receiving a $1,000 team scholarship. Any team that submits a viable solution paper receives official Certificates of Participation for all members.

3. SPARK Awards (U.S. Title I Schools)

If you attend a Title I–eligible public school in the U.S., your team may qualify for the SPARK Awards, which recognize Solutions with Passion, Resourcefulness, and Knowledge. The top team earns a $3,000 scholarship, the Runner-Up receives $2,000, and the Third-Place team receives $1,000. The winning school also receives $750 to support its math program.

4. MATLAB Technical Computing Awards

If your team completes most of its coding in MATLAB, you can compete for the MATLAB Technical Computing Awards, which can be earned alongside other scholarships. The top team receives a $3,000 scholarship, the Runner-Up earns $2,000, and the Third-Place team receives $1,000.

5. Outstanding Communication of Results Award

At the Final Event, if your team delivers the strongest presentation—judged on clarity, presence, and polish—you earn the Outstanding Communication of Results Award, which adds $500 to your team’s scholarship.

How to Qualify for the M3 Challenge

To compete in the MathWorks Math Modeling Challenge (M3 Challenge), you must meet specific eligibility, documentation, and registration requirements.

Eligibility

To qualify, you must meet the following eligibility requirements:

• You must compete as part of a team of three to five students with one designated coach.
• You must be a high school junior or senior attending school in the United States (including U.S. territories and DoDEA schools), or a sixth form student aged 16–19 in England or Wales.
• If you are homeschooled or enrolled in a cyber school, you may participate provided you submit the required homeschool or cyber school affidavits and meet full-time enrollment expectations.
• You may participate for up to two consecutive years, but no participant may be under the age of 13.
• International or exchange students are eligible as long as officially enrolled at an eligible school throughout registration and the Challenge.

If you have immediate family members employed by MathWorks or SIAM and directly involved with the Challenge, you are not eligible to compete.

Required documents

To complete your registration and remain eligible for awards, you and your coach must submit all required materials accurately and on time.

This includes online team registration through the MyM3 platform, participant consent forms (completed by you if you are 18 or older, or by a parent or guardian if you are under 18), and a coach authenticity certification submitted after Challenge weekend confirming the work followed all rules.

If you attend a U.S. public school and want to be considered for SPARK Awards, your coach must also verify your school’s Title I eligibility.

Contest fees

The M3 Challenge is completely free to enter, with no registration, participation, or submission costs.

Registration deadline

Registration opens on November 3, 2025, and closes at 5:00 p.m. ET on February 20, 2026. To avoid issues with eligibility or incomplete records, you should ensure all team information and required consent forms are submitted well before the deadline.

If your team plans to use MATLAB, requests for a free MATLAB license must be submitted no later than February 24, 2026.

How to Get into the M3 Challenge

Getting into the MathWorks Math Modeling Challenge (M3 Challenge) requires strong teamwork and strategic preparation well before Challenge weekend. Below is a step-by-step breakdown of what you need to do and how to approach each stage to maximize your chances of success:

Step 1: Form a team.

Start by assembling a team of three to five students with complementary strengths, such as a strong writer, mathematician/modeler, coder or data analyst, researcher, and organizer. Make sure to choose members who can collaborate calmly under pressure for a full day.

Step 2: Register online.

Your coach registers the team through the MyM3 Challenge portal, submitting school information and individual student details. After registration, you receive a shared team ID and password that grants access to the problem and submission system.

Make sure to verify spelling, emails, and eligibility details early. Errors can affect certificates, judging eligibility, and scholarship processing.

Step 3: Prepare for the Challenge.

Before Challenge weekend, review past M3 Challenge problems and solution examples to understand expectations. Study official modeling handbooks and scoring guides, practice with sample problems, and watch judge webinars to learn what distinguishes top papers. Finalize logistics such as work location, reliable internet access, computers, software, and meals.

Practice writing short executive summaries. Judges often form first impressions from this page.

Step 4: Compete on Challenge Weekend.

When you download the problem, your 14-hour continuous clock starts immediately. During that time, you research the topic, define assumptions, develop and test models, analyze results, and write a complete solution paper with a one-page executive summary. You submit everything as one PDF before time expires.

Step 5: Advance in the final event (if selected).

If your team is named a Finalist or MATLAB Technical Computing Awardee, you advance to the Final Event in New York City, where you present your work to PhD-level judges and answer questions during the final validation round.

How to Win the M3 Challenge

Winning the MathWorks Math Modeling Challenge (M3 Challenge) requires you to think and work the way past top teams have worked: with structure, clarity, and purpose. Judges repeatedly note that the strongest submissions resemble real policy or industry briefs supported by clear mathematical reasoning.

1. Build a balanced, reliable team.

Team composition is a major factor in success. High-performing teams typically include a strong writer, a lead modeler, a coder or data analyst, a researcher, and an organizer who keeps the group on schedule. In past finalist teams, success was often tied to how well members listened to each other during long work periods, especially during the inevitable highs and lows of the 14-hour window.

Assign roles before Challenge weekend, choose a team captain, and prioritize work ethic and communication over raw math ability.

2. Choose clear, defensible models over complex ones.

Past winning teams consistently favored simple, data-driven models. In the 2023 e-bike adoption problem, many top papers used logistic or segmented growth models that aligned directly with available sales data, rather than advanced forecasting techniques that were harder to justify. Judges reward models that clearly answer the prompt and can be understood by a non-technical decision-maker.

Start with the simplest model that fits the data and question. Add complexity only if it changes your conclusion in a meaningful way.

3. Explain your thinking step by step.

Strong M3 math modeling challenge papers guide judges through every major decision. In the 2022 “Remote Work: Fad or Future” problem, top teams clearly justified why certain jobs were classified as remote-ready, separated employer policy from worker choice, and discussed uncertainty in long-term predictions.

Justify assumptions, explain modeling choices, and include a clear discussion of strengths, weaknesses, and limitations.

4. Write as you go, not at the end.

Many published finalist solutions show that teams began drafting sections early and refined language as models evolved. Writing early helps uncover gaps in logic and prevents rushed explanations in the final hours.

Use a solution template or shared outline from the start and update it continuously.

5. Treat the executive summary as a decision brief.

Judges frequently emphasize that the one-page executive summary shapes how the entire paper is read. In past challenges, strong summaries clearly stated recommendations—such as projected adoption rates or ranked cities—before diving into math.

Write the summary last, but make it concise, non-technical, and results-focused.

6. Manage time aggressively and follow the rules exactly.

Past teams describe the Challenge as a compressed research sprint. Those who set firm checkpoints, divided labor early, and avoided last-minute model changes performed better. Rule violations—such as missing summaries, wrong file formats, or identifying information—can prevent advancement regardless of quality.

Set internal deadlines, track sources as you go, leave time for proofreading, and submit a single, properly formatted PDF with only your team number included.

M3 Challenge Previous Winners

Each year, the MathWorks Math Modeling Challenge (M3 Challenge) recognizes only a small percentage of participating teams. In 2024, 655 teams submitted solution papers. Of those, 128 advanced to the second round, and just 37 teams—about 6% of all submissions—earned scholarship distinctions.

Below are the winners for the M3 Challenge 2024:

These recognitions correspond to scholarships and awards ranging from $1,000 to $20,000 for top teams, along with specialized technical computing prizes and certificates for notable submissions.

Frequently Asked Questions

1. Is the MathWorks Math Modeling Challenge prestigious?

Yes. The MathWorks Math Modeling Challenge is widely regarded as one of the most rigorous applied mathematics competitions for high school students. With blind, multi-round judging conducted by PhD-level applied mathematicians and recognition at the national and international level, earning distinction places you among a highly selective group of top-performing students.

2. Does the M3 Challenge help with college admissions?

Yes—when positioned strategically. Strong performance in the M3 Challenge signals advanced quantitative reasoning, collaborative problem-solving, research ability, and clear written communication. We see M3 Challenge as a high-impact academic extracurricular that aligns especially well with competitive STEM, engineering, economics, and data science pathways.

3. How competitive is the M3 Challenge?

Extremely competitive. For the 2024 Challenge, hundreds of teams submitted papers, but only 6% of submissions earned scholarship distinctions, and only six teams reached finalist status.

4. Do you need to know MATLAB to compete?

No. MATLAB is not required to participate or to win top overall awards. However, teams that use MATLAB effectively may qualify for additional Technical Computing Awards, making it a valuable—but optional—tool if your team is comfortable using it.

Takeaways

• The MathWorks Math Modeling Challenge (M3 Challenge) is one of the most rigorous and respected academic competitions available to high school students that emphasizes applied mathematical thinking, teamwork, research, and clear communication.
• The contest challenges students to solve real-world problems in a 14-hour window, requiring rapid modeling, critical thinking, organized collaboration, and well-supported conclusions.
• Becoming a finalist signals readiness for advanced study in STEM, data science, engineering, economics, and public policy, particularly for students interested in applied or interdisciplinary pathways.
• With no registration fees, a generous scholarship pool, and nationally recognized outcomes, the M3 Challenge stands out as one of the highest-value academic competitions students can pursue.
• If you want expert guidance on how to position the M3 Challenge strategically within a competitive college application—or evaluate whether it aligns with your academic profile—our Academic and Extracurricular Profile Evaluation can help you plan with clarity and intent.