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Free Matrix Solvers
with Step-by-Step Solutions

Industry-level matrix computation for students, engineers and researchers. Get full step-by-step working with professional KaTeX rendering — completely free.

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15+ Free Tools Step-by-Step KaTeX Rendering No Registration Mobile Friendly n×n Any Size
15+
Free Calculators
n×n
Any Matrix Size
100%
Step-by-Step
0
Signup Required
Free Uses

Core Matrix Calculators

The most-used tools for linear algebra, fully functional with step-by-step solutions.

|A|

Determinant Calculator

Calculate the determinant of any n×n matrix with full cofactor expansion steps. Supports 2×2 up to large matrices.

Calculate Determinant →
λ

Eigenvalue & Eigenvector

Find all eigenvalues and eigenvectors with characteristic polynomial derivation and step-by-step solution.

Find Eigenvalues →

RREF Calculator

Reduce any matrix to Row Echelon Form with complete Gaussian elimination steps shown for every row operation.

Get RREF →
A⁻¹

Inverse Matrix Calculator

Find the inverse of any invertible matrix using Gauss-Jordan elimination with full working shown.

Invert Matrix →

Matrix Multiplication

Multiply matrices of compatible dimensions with element-by-element computation shown for every result cell.

Multiply Matrices →

Gram-Schmidt Calculator

Orthogonalize and orthonormalize any set of vectors using the Gram-Schmidt process with full steps.

Orthogonalize →

Transpose Calculator

Transpose any matrix instantly. See step-by-step row-to-column swaps with properties verification.

Transpose →
rk

Matrix Rank Calculator

Find the rank of any matrix using RREF. Shows pivot identification and null space dimension.

Find Rank →

Cross Product Calculator

Compute the cross product of two 3D vectors with geometric interpretation and magnitude calculation.

Cross Product →

Advanced Decomposition Tools

Professional-grade factorizations and solvers for advanced linear algebra.

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Linear System Solver

Solve Ax = b systems with Gaussian elimination, Cramer's rule and consistency checks.

Solve System →
LU

LU Decomposition

Factor any matrix A = LU with partial pivoting. Shows L and U matrices with all elimination steps.

LU Decompose →
QR

QR Decomposition

Compute A = QR where Q is orthogonal and R is upper triangular. Via Gram-Schmidt with steps.

QR Decompose →
Σ

SVD Calculator

Singular Value Decomposition A = UΣVᵀ. Outputs singular values, U, Σ, and V matrices.

Compute SVD →
Aⁿ

Matrix Power Calculator

Raise any square matrix to any integer power. Efficient algorithm with full multiplication trace.

Matrix Power →

Matrix Addition

Add or subtract two matrices element-by-element with dimension compatibility checking.

Add Matrices →

Practice & Learning Tools

Sharpen your skills with daily challenges, quizzes and printable worksheets.

🎯

Problem of the Day

A fresh matrix challenge every day. Build a daily solving habit and track your streak.

Today's Challenge →
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Matrix Quiz

Test your knowledge with timed multiple-choice questions on all matrix topics.

Take Quiz →
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Worksheet Generator

Generate printable practice worksheets for determinants, inverses, eigenvalues, and more.

Generate →
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Matrix Glossary

Definitions of every linear algebra term, from adjugate to zero matrix with examples.

Browse Glossary →

Why MatrixSolverOro?

⚙️

Industry-Level Accuracy

Powered by math.js with custom step-by-step algorithms. Results verified against established mathematical methods for n×n matrices of any size.

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Professional KaTeX Rendering

All equations and step-by-step solutions render using KaTeX — the gold standard for math in browsers. Results look like textbook quality.

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No Signup. No Paywall. Ever.

Every tool, every feature, every step-by-step solution is completely free. No account creation, no premium tier required.

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Works on Any Device

Fully responsive design works perfectly on phones, tablets and desktops. Solve matrix problems anywhere, anytime.

Frequently Asked Questions

Most calculators support matrices from 1×1 up to 10×10 (and larger for basic operations). The eigenvalue calculator supports up to 6×6 for guaranteed accuracy. You can manually enter any size using the row/column selectors.
Yes — completely free. No signup, no login, no premium plan, no watermarks. All 15+ calculators with full step-by-step solutions are available at no cost.
Yes. Enter any real number: integers (5), decimals (3.14), or fractions as decimals (0.5 for ½). The calculator handles all standard real number inputs.
We use math.js — a high-precision JavaScript mathematics library — combined with our own step-by-step algorithms. Results are verified to standard floating-point precision (up to 10 significant figures) with intelligent rounding to remove numerical noise.