Benchmark: bignumber.js vs. big.js vs. decimal.js vs. Fraction.js (v2, with script links corrected)

bignumber.js vs. big.js vs. decimal.js vs. Fraction.js (v2, with script links corrected) (version: 0)

- https://github.com/iriscouch/bigdecimal.js/tree/v0.6.1 - https://github.com/MikeMcl/bignumber.js/tree/v9.0.0 - https://github.com/MikeMcl/big.js/tree/v5.2.2 - https://github.com/MikeMcl/decimal.js/tree/v10.2.0 - https://github.com/infusion/Fraction.js/tree/v4.0.12

Comparing performance of: Native vs Native + toFixed vs decimal.js vs big.js vs bignumber.js vs bigdecimal.js vs Fraction.js

Created: 3 years ago by: Guest

Jump to the latest result

HTML Preparation code:

<script src="https://cdn.jsdelivr.net/npm/bigdecimal@0.6.1/lib/bigdecimal.min.js"></script>
<script src="https://cdn.jsdelivr.net/npm/bignumber.js@9.0.1/bignumber.min.js"></script>
<script src="https://cdn.jsdelivr.net/npm/big.js@6.0.3/big.min.js"></script>
<script src="https://cdn.jsdelivr.net/npm/decimal.js@10.2.1/decimal.min.js"></script>
<script src="https://cdn.jsdelivr.net/npm/fraction.js@4.0.13/fraction.min.js"></script>

Tests:

Native
var a = 0.1; var b = 0.2; ((a + b) * b).toString();
Native + toFixed
var a = 0.1; var b = 0.2; ((a + b) * b).toFixed(9);
decimal.js
var a = new Decimal("0.1"); var b = new Decimal("0.2"); a.plus(b).times(b).toString();
big.js
var a = new Big("0.1"); var b = new Big("0.2"); a.plus(b).mul(b).toString();
bignumber.js
var a = new BigNumber("0.1"); var b = new BigNumber("0.2"); a.plus(b).multipliedBy(b).toString();
bigdecimal.js
var a = new BigDecimal("0.1"); var b = new BigDecimal("0.2"); a.add(b).multiply(b).toString();
Fraction.js
var a = new Fraction("0.1"); var b = new Fraction("0.2"); a.add(b).mul(b).toString();

Rendered benchmark preparation results:

Suite status: <idle, ready to run>

Previous results

Test case name	Result
Native
Native + toFixed
decimal.js
big.js
bignumber.js
bigdecimal.js
Fraction.js

Fastest: N/A

Slowest: N/A

Latest run results:

Run details: (Test run date: one year ago)

User agent: Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/115.0.0.0 Safari/537.36

Browser/OS: Chrome 115 on Linux

View result in a separate tab

Test name	Executions per second
Native	203387536.0 Ops/sec
Native + toFixed	9275672.0 Ops/sec
decimal.js	846246.2 Ops/sec
big.js	1528800.6 Ops/sec
bignumber.js	750044.0 Ops/sec
bigdecimal.js	118804.6 Ops/sec
Fraction.js	1694721.8 Ops/sec

Autogenerated LLM Summary (model llama3.2:3b, generated 2 months ago):

LLMs can make mistakes. Check important info.

Let's break down the benchmark and explain what is being tested, the options being compared, their pros and cons, and other considerations.

**Benchmark Definition**

The benchmark is testing the performance of different libraries for working with decimal arithmetic in JavaScript:

1. `bignumber.js`
2. `big.js`
3. `decimal.js`
4. `Fraction.js` (v2)

**Test Cases**

Each test case has a unique definition, but they all aim to perform a simple calculation: `(a + b) * b`, where `a` and `b` are decimal numbers.

**Options being compared**

The four libraries offer different approaches to working with decimals:

1. **Native**: JavaScript's built-in `Number` type is used for floating-point arithmetic, which is prone to rounding errors.
2. **`decimal.js`**: A dedicated library for decimal arithmetic, providing precise control over rounding and calculations.
3. **`bignumber.js`**, **`big.js`**, and **`Fraction.js`** (v2): These libraries provide their own implementation of decimal arithmetic, with varying degrees of precision and features.

**Pros and Cons**

Here's a brief summary of each library's strengths and weaknesses:

1. **Native**: Fast, but prone to rounding errors. Suitable for simple cases where precision is not critical.
2. **`decimal.js`**: Precise control over rounding, suitable for most decimal arithmetic tasks. However, might be slower than native or optimized libraries.
3. **`bignumber.js`**:
	* Pros: Supports large numbers, precise calculations, and has a user-friendly API.
	* Cons: Might be slower than native or optimized libraries, and its large number support can lead to performance issues if not used carefully.
4. **`big.js`**: Similar to `bignumber.js`, but with fewer features and possibly better performance due to optimizations.
5. **`Fraction.js`** (v2): Designed for rational arithmetic, providing exact calculations and potentially better performance than decimal libraries.

**Other Considerations**

When choosing a library for decimal arithmetic:

* Precision: If you need high precision, `decimal.js`, `bignumber.js`, or `Fraction.js` might be a better choice.
* Performance: For simple cases where precision is not critical, native or optimized libraries like `big.js` might be faster.
* Features: Consider the specific features you need, such as large number support, rational arithmetic, or user-friendly APIs.

**Benchmark Results**

The benchmark results show that each library performs differently on the same test case. The top-performing libraries are often those with optimized implementations or fewer dependencies (e.g., `big.js` and native). However, precision is crucial in many cases, so `decimal.js` and `bignumber.js` might still be preferred for their precise calculations.

In summary, this benchmark compares the performance of four JavaScript libraries for decimal arithmetic, highlighting their strengths and weaknesses. When choosing a library, consider your specific needs regarding precision, performance, and features.

Related benchmarks:

bignumber.js vs. big.js vs. decimal.js vs. Fraction.js (v2, with script links corrected) (version: 0)

- https://github.com/iriscouch/bigdecimal.js/tree/v0.6.1 - https://github.com/MikeMcl/bignumber.js/tree/v9.0.0 - https://github.com/MikeMcl/big.js/tree/v5.2.2 - https://github.com/MikeMcl/decimal.js/tree/v10.2.0 - https://github.com/infusion/Fraction.js/tree/v4.0.12

Comparing performance of: Native vs Native + toFixed vs decimal.js vs big.js vs bignumber.js vs bigdecimal.js vs Fraction.js

Created: 3 years ago by: Guest

Jump to the latest result

Native

Native + toFixed

decimal.js

big.js

bignumber.js

bigdecimal.js

Fraction.js

Suite status: <idle, ready to run>

Experimental features:

Fastest: N/A

Slowest: N/A

Autogenerated LLM Summary (model llama3.2:3b, generated 2 months ago):