Matrix Calculator
Perform matrix operations online with our free matrix calculator.
- Free, no sign-up, works on any device.
- Instant results with a clear explanation of each step.
Figures are estimates from this calculator’s standard formula — adjust the inputs in the tool below for your exact number.
How the Matrix Calculator Works
A matrix is a rectangular array of numbers arranged in rows and columns. Matrix operations follow specific rules that differ from regular arithmetic, particularly multiplication where order matters (AB does not equal BA in most cases).
- 1
Set Dimensions
Specify the number of rows and columns for your matrix
- 2
Enter Values
Input the matrix elements in the appropriate cells
- 3
Select Operation
Choose the operation: add, subtract, multiply, transpose, determinant, or trace
- 4
Add Second Matrix
For binary operations, enter the second matrix
- 5
Calculate
Click calculate to view the result
Use Cases
Computer Graphics
Perform rotation, scaling, and translation transformations on 3D objects
Machine Learning
Process neural network computations and large datasets
Linear Algebra
Solve systems of linear equations using matrix methods
Economics and Statistics
Analyze covariance matrices and run regression models
Tips
- 1
For multiplication, columns of first matrix must equal rows of second matrix
- 2
Determinant only exists for square matrices (n x n)
- 3
Transpose swaps rows and columns of a matrix
- 4
Trace is the sum of diagonal elements in a square matrix
Common Mistakes
Assuming matrix multiplication is commutative - A x B does not equal B x A in most cases
Multiplying matrices with incompatible dimensions - check that columns of A equal rows of B
Trying to calculate determinant of non-square matrix - determinant requires square matrices
Confusing scalar multiplication with matrix multiplication - different operations
FAQs
What is a matrix determinant?
How do I multiply two matrices?
What is the trace of a matrix?
What is a transpose matrix?
When can I add two matrices?
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