Benchmark: Lodash isEqual test MB99

HTML Preparation code:

<script src="https://cdn.jsdelivr.net/npm/es-toolkit@%5E1"></script>

Script Preparation code:

// 1 level deep
window.foo1 = { a: 1, b: 2, c: { a: 1, b: 2, c: { a: 1, b: 2 } } };
window.bar1 = { a: 1, b: 3, c: { a: 1, b: 2, c: { a: 1, b: 2 } } };

// 2 levels deep
window.foo2 = { a: 1, b: 2, c: { a: 1, b: 2, c: { a: 1, b: 2 } } };
window.bar2 = { a: 1, b: 2, c: { a: 1, b: 3, c: { a: 1, b: 2 } } };

// 3 levels deep
window.foo3 = { a: 1, b: 2, c: { a: 1, b: 2, c: { a: 1, b: 2 } } };
window.bar3 = { a: 1, b: 2, c: { a: 1, b: 2, c: { a: 1, b: 4 } } };

Tests:

_.isEqual Level 1
_.isEqual(window.foo1, window.bar1)
JSON.stringify Level 1
JSON.stringify(window.foo1) === JSON.stringify(window.bar1);
_.isEqual Level 2
_.isEqual(window.foo2, window.bar2)
JSON.stringify Level 2
JSON.stringify(window.foo2) === JSON.stringify(window.bar2);
_.isEqual Level 3
_.isEqual(window.foo3, window.bar3)
JSON.stringify Level 3
JSON.stringify(window.foo3) === JSON.stringify(window.bar3);

Rendered benchmark preparation results:

Suite status: <idle, ready to run>

Previous results

Test case name	Result
_.isEqual Level 1
JSON.stringify Level 1
_.isEqual Level 2
JSON.stringify Level 2
_.isEqual Level 3
JSON.stringify Level 3

Fastest: N/A

Slowest: N/A

Latest run results:

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

User agent: Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/133.0.0.0 Safari/537.36 Edg/133.0.0.0

Browser/OS: Chrome 133 on Windows

View result in a separate tab

_.isEqual Level 1

1.6M/s

JSON.stringify Level 2

1.2M/s

JSON.stringify Level 3

1.1M/s

JSON.stringify Level 1

1.1M/s

_.isEqual Level 2

657K/s

_.isEqual Level 3

489K/s

View exact numbers

Test name	Executions per second
✓ _.isEqual Level 1	1,649,608 Ops/sec
JSON.stringify Level 2	1,218,561 Ops/sec
JSON.stringify Level 3	1,112,690 Ops/sec
JSON.stringify Level 1	1,061,626 Ops/sec
_.isEqual Level 2	657,033 Ops/sec
_.isEqual Level 3	488,539 Ops/sec

Autogenerated LLM Summary (model gpt-4o-mini, generated one year ago):

LLMs can make mistakes. Check important info.

The provided benchmark tests the performance of two methods for deep equality checking on JavaScript objects—`_.isEqual` from the Lodash library and using `JSON.stringify`. The benchmark is divided into three levels, corresponding to the complexity and nesting of the objects being compared.

### Benchmark Breakdown

**1. Comparison Options:**
   - **`_.isEqual`:** This is a utility function from Lodash that performs a deep comparison between two values to determine if they are equivalent. It can handle nested objects and accounts for various data types effectively.
   - **`JSON.stringify`:** This method converts a JavaScript object into a JSON string, which can then be compared using a strict equality check (`===`). However, this method is limited as it will not handle certain types of data, such as functions, `undefined`, and cyclic objects.

**2. Test Cases:**
   The benchmark includes six test cases, organized into three levels of object depth:
   - **Level 1:**
     - `_.isEqual(window.foo1, window.bar1)`
     - `JSON.stringify(window.foo1) === JSON.stringify(window.bar1)`
   - **Level 2:**
     - `_.isEqual(window.foo2, window.bar2)`
     - `JSON.stringify(window.foo2) === JSON.stringify(window.bar2)`
   - **Level 3:**
     - `_.isEqual(window.foo3, window.bar3)`
     - `JSON.stringify(window.foo3) === JSON.stringify(window.bar3)`

### Pros and Cons of Each Approach:

**`_.isEqual`:**
   - **Pros:**
     - Handles nested objects and arrays robustly.
     - Considers different data types (e.g., dates, numbers, strings) and their specific equality rules.
     - Can work with non-serializable properties (like functions).
   - **Cons:**
     - May be slower in performance as it inspects each property recursively and handles different cases regarding data types.

**`JSON.stringify`:**
   - **Pros:**
     - Simple and straightforward implementation.
     - Efficient for flat objects or objects without any complex data types.
   - **Cons:**
     - Does not handle non-serializable values (functions, `undefined`, symbols).
     - May produce differing results for objects with same structure but in different orders (as it does not account for key order in JSON).
     - Cannot handle cyclic references, which can lead to errors.

### Other Considerations:
- The benchmark preparation defines three sets of objects (`foo1`, `bar1`; `foo2`, `bar2`; `foo3`, `bar3`) with subtle differences designed to test the efficacy of the two methods across varying nesting levels.
- Results from the benchmark show the number of executions per second for each type of comparison, providing a clear benchmark against which to assess performance.

### Alternatives:
Beyond Lodash’s `_.isEqual` and `JSON.stringify` for deep equality checks, other methods may include:
- **Manual Recursion:** A custom utility function that handles deep comparison can be written based on specific needs, which can be optimized for known data shapes, but this requires more development time.
- **Libraries:** Other libraries like `Ramda` have their own implementations (e.g., `R.equals`) that might differ in performance and capabilities.
- **Native Web APIs:** In Node.js environments, libraries like `fast-deep-equal` provide very performant deep equality checks often optimized for speed.

In summary, this benchmark provides clear insights into the performance of two popular methods for checking deep equality in JavaScript objects, considering various aspects including performance and ability to handle complex data structures.

Lodash isEqual test MB99 (version: 1)

Test on isEqual performance

Comparing performance of: `_.isEqual Level 1 vs JSON.stringify Level 1 vs _.isEqual Level 2 vs JSON.stringify Level 2 vs _.isEqual Level 3 vs JSON.stringify Level 3`

Created: one year ago by: Guest

Go to the latest result

_.isEqual Level 1

JSON.stringify Level 1

_.isEqual Level 2

JSON.stringify Level 2

_.isEqual Level 3

JSON.stringify Level 3

Suite status: <idle, ready to run>

Fastest: N/A

Slowest: N/A

Autogenerated LLM Summary (model gpt-4o-mini, generated one year ago):

Lodash isEqual test MB99 (version: 1)

Test on isEqual performance

Comparing performance of: _.isEqual Level 1 vs JSON.stringify Level 1 vs _.isEqual Level 2 vs JSON.stringify Level 2 vs _.isEqual Level 3 vs JSON.stringify Level 3

Created: one year ago by: Guest

Go to the latest result

_.isEqual Level 1

JSON.stringify Level 1

_.isEqual Level 2

JSON.stringify Level 2

_.isEqual Level 3

JSON.stringify Level 3

Suite status: <idle, ready to run>

Fastest: N/A

Slowest: N/A

Autogenerated LLM Summary (model gpt-4o-mini, generated one year ago):

Related benchmarks

Comparing performance of: `_.isEqual Level 1 vs JSON.stringify Level 1 vs _.isEqual Level 2 vs JSON.stringify Level 2 vs _.isEqual Level 3 vs JSON.stringify Level 3`