decimal.js vs mathjs vs numeric
JavaScript Mathematical Libraries Comparison
1 Year
decimal.jsmathjsnumericSimilar Packages:
What's JavaScript Mathematical Libraries?

JavaScript mathematical libraries provide developers with powerful tools to perform complex mathematical operations, manage precision, and handle numerical data effectively. These libraries are essential for applications requiring accurate calculations, such as financial applications, scientific computing, and data analysis. Each library offers unique features tailored to different use cases, making it crucial for developers to choose the right one based on their specific needs.

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decimal.js22,239,3506,651284 kB13a month agoMIT
mathjs1,643,37714,6399.49 MB1383 days agoApache-2.0
numeric52,2661,432-6912 years ago-
Feature Comparison: decimal.js vs mathjs vs numeric

Precision Handling

  • decimal.js:

    decimal.js provides arbitrary precision for decimal numbers, allowing for accurate financial calculations without the pitfalls of floating-point arithmetic. It supports operations on very large or very small numbers without losing precision.

  • mathjs:

    mathjs offers built-in support for precision handling, allowing users to specify the number of decimal places for calculations. However, it primarily uses JavaScript's native number type, which can lead to precision issues for very large or small values.

  • numeric:

    numeric focuses on numerical methods and linear algebra but does not inherently provide arbitrary precision. It is designed for performance rather than precision, making it less suitable for applications requiring high precision.

Functionality

  • decimal.js:

    decimal.js is specialized for decimal arithmetic, providing a limited set of functions focused on precision and accuracy, such as addition, subtraction, multiplication, and division, along with rounding and formatting options.

  • mathjs:

    mathjs is a versatile library that covers a wide range of mathematical functions, including basic arithmetic, algebra, calculus, statistics, and matrix operations, making it suitable for a broad spectrum of mathematical applications.

  • numeric:

    numeric is tailored for numerical analysis, offering functions for matrix operations, numerical integration, and solving differential equations, making it ideal for scientific computing and engineering tasks.

Ease of Use

  • decimal.js:

    decimal.js has a straightforward API that is easy to learn, especially for developers familiar with basic arithmetic operations. Its focus on decimal arithmetic makes it intuitive for financial applications.

  • mathjs:

    mathjs has a rich API that may require some learning but provides extensive documentation and examples. Its wide range of functionalities can be overwhelming for beginners but offers great flexibility for advanced users.

  • numeric:

    numeric has a more specialized API focused on numerical methods, which may have a steeper learning curve for those unfamiliar with linear algebra concepts. However, it is well-documented for users with a mathematical background.

Performance

  • decimal.js:

    decimal.js is optimized for precision but may have slower performance compared to native JavaScript numbers due to its arbitrary precision handling, making it suitable for applications where accuracy is paramount over speed.

  • mathjs:

    mathjs balances performance and functionality, providing efficient calculations for most mathematical operations. However, its performance may vary depending on the complexity of the operations and the size of the data being processed.

  • numeric:

    numeric is designed for performance in numerical computations, particularly with matrix operations, making it one of the faster options for numerical analysis tasks.

Community and Support

  • decimal.js:

    decimal.js has a smaller community compared to the others, but it is actively maintained and has sufficient documentation for its intended use cases, particularly in financial applications.

  • mathjs:

    mathjs boasts a larger community and extensive documentation, with numerous examples and tutorials available, making it easier for developers to find support and resources.

  • numeric:

    numeric has a niche community focused on numerical analysis, with good documentation but fewer resources compared to more general libraries like mathjs.

How to Choose: decimal.js vs mathjs vs numeric
  • decimal.js:

    Choose decimal.js if you need precise decimal arithmetic for financial calculations, as it avoids floating-point errors and supports arbitrary precision.

  • mathjs:

    Select mathjs for a comprehensive mathematics library that includes a wide range of functions, matrix operations, and support for symbolic mathematics, making it suitable for scientific and engineering applications.

  • numeric:

    Opt for numeric if you require a library focused on numerical analysis and linear algebra, particularly for tasks involving matrix computations and numerical methods.

README for decimal.js

decimal.js

An arbitrary-precision Decimal type for JavaScript.

npm version npm downloads CDNJS


Features

  • Integers and floats
  • Simple but full-featured API
  • Replicates many of the methods of JavaScript's Number.prototype and Math objects
  • Also handles hexadecimal, binary and octal values
  • Faster, smaller, and perhaps easier to use than JavaScript versions of Java's BigDecimal
  • No dependencies
  • Wide platform compatibility: uses JavaScript 1.5 (ECMAScript 3) features only
  • Comprehensive documentation and test set
  • Used under the hood by math.js
  • Includes a TypeScript declaration file: decimal.d.ts

API

The library is similar to bignumber.js, but here precision is specified in terms of significant digits rather than decimal places, and all calculations are rounded to the precision (similar to Python's decimal module) rather than just those involving division.

This library also adds the trigonometric functions, among others, and supports non-integer powers, which makes it a significantly larger library than bignumber.js and the even smaller big.js.

For a lighter version of this library without the trigonometric functions see decimal.js-light.

Load

The library is the single JavaScript file decimal.js or ES module decimal.mjs.

Browser:

<script src='path/to/decimal.js'></script>

<script type="module">
  import Decimal from './path/to/decimal.mjs';
  ...
</script>

Node.js:

npm install decimal.js
const Decimal = require('decimal.js');

import Decimal from 'decimal.js';

import {Decimal} from 'decimal.js';

Use

In all examples below, semicolons and toString calls are not shown. If a commented-out value is in quotes it means toString has been called on the preceding expression.

The library exports a single constructor function, Decimal, which expects a single argument that is a number, string or Decimal instance.

x = new Decimal(123.4567)
y = new Decimal('123456.7e-3')
z = new Decimal(x)
x.equals(y) && y.equals(z) && x.equals(z)        // true

If using values with more than a few digits, it is recommended to pass strings rather than numbers to avoid a potential loss of precision.

// Precision loss from using numeric literals with more than 15 significant digits.
new Decimal(1.0000000000000001)         // '1'
new Decimal(88259496234518.57)          // '88259496234518.56'
new Decimal(99999999999999999999)       // '100000000000000000000'

// Precision loss from using numeric literals outside the range of Number values.
new Decimal(2e+308)                     // 'Infinity'
new Decimal(1e-324)                     // '0'

// Precision loss from the unexpected result of arithmetic with Number values.
new Decimal(0.7 + 0.1)                  // '0.7999999999999999'

As with JavaScript numbers, strings can contain underscores as separators to improve readability.

x = new Decimal('2_147_483_647')

String values in binary, hexadecimal or octal notation are also accepted if the appropriate prefix is included.

x = new Decimal('0xff.f')            // '255.9375'
y = new Decimal('0b10101100')        // '172'
z = x.plus(y)                        // '427.9375'

z.toBinary()                         // '0b110101011.1111'
z.toBinary(13)                       // '0b1.101010111111p+8'

// Using binary exponential notation to create a Decimal with the value of `Number.MAX_VALUE`.
x = new Decimal('0b1.1111111111111111111111111111111111111111111111111111p+1023')
// '1.7976931348623157081e+308'

Decimal instances are immutable in the sense that they are not changed by their methods.

0.3 - 0.1                     // 0.19999999999999998
x = new Decimal(0.3)
x.minus(0.1)                  // '0.2'
x                             // '0.3'

The methods that return a Decimal can be chained.

x.dividedBy(y).plus(z).times(9).floor()
x.times('1.23456780123456789e+9').plus(9876.5432321).dividedBy('4444562598.111772').ceil()

Many method names have a shorter alias.

x.squareRoot().dividedBy(y).toPower(3).equals(x.sqrt().div(y).pow(3))     // true
x.comparedTo(y.modulo(z).negated() === x.cmp(y.mod(z).neg())              // true

Most of the methods of JavaScript's Number.prototype and Math objects are replicated.

x = new Decimal(255.5)
x.toExponential(5)                       // '2.55500e+2'
x.toFixed(5)                             // '255.50000'
x.toPrecision(5)                         // '255.50'

Decimal.sqrt('6.98372465832e+9823')      // '8.3568682281821340204e+4911'
Decimal.pow(2, 0.0979843)                // '1.0702770511687781839'

// Using `toFixed()` to avoid exponential notation:
x = new Decimal('0.0000001')
x.toString()                             // '1e-7'
x.toFixed()                              // '0.0000001'

And there are isNaN and isFinite methods, as NaN and Infinity are valid Decimal values.

x = new Decimal(NaN)                                           // 'NaN'
y = new Decimal(Infinity)                                      // 'Infinity'
x.isNaN() && !y.isNaN() && !x.isFinite() && !y.isFinite()      // true

There is also a toFraction method with an optional maximum denominator argument.

z = new Decimal(355)
pi = z.dividedBy(113)        // '3.1415929204'
pi.toFraction()              // [ '7853982301', '2500000000' ]
pi.toFraction(1000)          // [ '355', '113' ]

All calculations are rounded according to the number of significant digits and rounding mode specified by the precision and rounding properties of the Decimal constructor.

For advanced usage, multiple Decimal constructors can be created, each with their own independent configuration which applies to all Decimal numbers created from it.

// Set the precision and rounding of the default Decimal constructor
Decimal.set({ precision: 5, rounding: 4 })

// Create another Decimal constructor, optionally passing in a configuration object
Dec = Decimal.clone({ precision: 9, rounding: 1 })

x = new Decimal(5)
y = new Dec(5)

x.div(3)                           // '1.6667'
y.div(3)                           // '1.66666666'

The value of a Decimal is stored in a floating point format in terms of its digits, exponent and sign, but these properties should be considered read-only.

x = new Decimal(-12345.67);
x.d                            // [ 12345, 6700000 ]    digits (base 10000000)
x.e                            // 4                     exponent (base 10)
x.s                            // -1                    sign

For further information see the API reference in the doc directory.

Test

To run the tests using Node.js from the root directory:

npm test

Each separate test module can also be executed individually, for example:

node test/modules/toFraction

To run the tests in a browser, open test/test.html.

Minify

Two minification examples:

Using uglify-js to minify the decimal.js file:

npm install uglify-js -g
uglifyjs decimal.js --source-map url=decimal.min.js.map -c -m -o decimal.min.js

Using terser to minify the ES module version, decimal.mjs:

npm install terser -g
terser decimal.mjs --source-map url=decimal.min.mjs.map -c -m --toplevel -o decimal.min.mjs
import Decimal from './decimal.min.mjs';

Licence

The MIT Licence