CalcaTools

Matrix Calculator

A Matrix Calculator is a free online tool that solves matrix multiplication using matrix multiplication, matrix determinant, inverse matrix. Students, teachers, and engineers use it to check homework, prep for exams, and verify hand calculations.

Last updated: June 2026 · Free · No sign-up required

Results

Enter values above and click Calculate to see your result instantly.

Quick reference

Matrix operations:

OperationRequirement
Add / subtractSame dimensions
Multiply A x BColumns of A = rows of B
DeterminantSquare matrix only
InverseSquare and determinant != 0

functions Shows the working, not just the answer

For students and teachers, the final number is only half the value. Every math tool here exposes the formula it applied, the intermediate steps, and the rounding rule, so you can follow along, check your homework, or use the answer in a proof or report with confidence.

calculate Accurate to the spec

Calculations use 64-bit floating point with sensible rounding for the domain (currency to 2 decimals, percentages to 4 decimals, algebra to 6 significant figures). Where exact rational arithmetic matters — fractions, factorials, simplification — we use a dedicated BigNumber path so 1/3 + 1/6 returns ½, not 0.49999.

school Free for classroom use

Educators are welcome to link to any math calculator on CalcaTools from a class site, Google Classroom, or worksheet. The pages are mobile-friendly, free, ad-supported (so we can keep them free) and have no sign-up wall — students just click and use them in class or at home.

tips_and_updates Pair with the spoke articles

Below the calculator we link a small set of plain-English explainer pages — "What is a percentage?", "Why does PEMDAS matter?", and so on. They cover the underlying concept in 4–6 short paragraphs. Read those before the calculator if the topic is new, or after if you want the extra context.

Interpretation guide

Key matrix facts:

ConceptMeaning
Identity matrixActs like 1: A x I = A
Singular matrixDeterminant 0, no inverse
TransposeSwap rows and columns
Order mattersA x B is generally not B x A

Formula & methodology

Formula: 2x2 determinant = ad - bc; inverse A^-1 = (1/det) x adjugate; (A x B)_ij = sum of row i x column j

The calculator performs matrix arithmetic and the core linear-algebra operations: multiplication (row-by-column dot products), determinant, inverse, and transpose. Addition needs equal dimensions; multiplication requires the inner dimensions to match. A square matrix has an inverse only when its determinant is non-zero. These operations solve systems of equations, transform graphics, and underpin much of machine learning.

Frequently asked questions

How do I multiply two matrices?
Each entry is the dot product of a row of the first matrix and a column of the second. The inner dimensions must match (A is m x n, B is n x p).
How do I find the determinant of a 2x2 matrix?
For [[a,b],[c,d]], the determinant is ad - bc. Larger matrices use cofactor expansion or row reduction.
When does a matrix have no inverse?
When it is not square or its determinant is zero (a singular matrix). The calculator flags this case.
Is matrix multiplication commutative?
No. A x B usually does not equal B x A, and one order may not even be defined.
What is the transpose of a matrix?
The matrix formed by swapping rows and columns, so entry (i,j) becomes (j,i).