Benchmark: Lodash cloneDeep vs native cloneDeep large array

Lodash cloneDeep vs native cloneDeep large array (version: 1)

compare array copy/clone methods

Comparing performance of: Lodash cloneDeep vs Native map deep slice(turns objects into arrays) vs Native JSON parse vs Native map deep slice at 0(turns objects into arrays) vs Native map(shallow clone) vs Recursive deep clone vs Map deep clone vs Object.assign shallow clone

Created: one month ago by: Guest

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        "groupId": "0",
        "productSku": "18066806919586533956432210",
        "productSeq": "16066806919581333019332210",
        "productSource": 1,
        "originProductSource": "SHOPIFY_IMPORT",
        "productName": "Blood Print 100% Cotton Casual Tank Top",
        "productImage": "",
        "bindProductImages": null,
        "productSkuAttrList": [
            "Multicolor",
            "M"
        ],
        "properties": [],
        "productPrice": 2499,
        "finalPrice": 2499,
        "finalLinePrice": 2499,
        "originProductPrice": null,
        "productNum": 1,
        "singlePromotionTotalAmount": 0,
        "promotionAmount": null,
        "discountAmount": null,
        "productStockNum": null,
        "productStatus": 1,
        "productPriceType": "selling",
        "limitedActiveInfo": null,
        "itemNo": "161C-240930-A23-MT0131CJJR-Multicolor-M",
        "maxPurchaseNum": 99999,
        "maxPurchaseTotalNum": 99999,
        "maxPurchaseReasonCode": "ITEM_MAX_NUM",
        "minPurchaseNum": 1,
        "purchaseIncrementNum": 1,
        "businessFlagInfo": {
            "taxable": true,
            "discountable": true,
            "shippingRequired": true,
            "calculateShippingFee": true,
            "visible": true,
            "singleAdjustNum": true,
            "singleDelete": true,
            "adjustNumWithMainProduct": 0,
            "singleShipping": false,
            "singleReturn": false,
            "combinationInfo": null
        },
        "errorInfo": null,
        "customProductTips": [],
        "salesInfoToShowList": [
            "{\"cartDrawerMatchSkuNum\":\"0\",\"cartDrawerMatchTotalStorePrice\":\"0\"}"
        ],
        "subscriptionInfo": {
            "sellingPlanId": null,
            "sellingPlanName": null
        },
        "giftCard": false,
        "weight": null,
        "itemOptionValues": [{
                "attributeName": "Color",
                "attributeValue": "Multicolor"
            },
            {
                "attributeName": "Size",
                "attributeValue": "M"
            }
        ],
        "lineLevelTotalDiscount": 0,
        "lineLevelDiscountAllocations": [],
        "discountAllocations": [],
        "productTotalPrice": 2499,
        "originalLinePrice": 2499,
        "sellingPlanAllocation": null,
        "url": "https://zengrunquan.myshoplinestg.com/products/blood-print-100-cotton-casual-tank-top",
        "uniqueSeq": 44,
        "customCategoryName": "",
        "saleExtInfo": null,
        "taxLines": [{
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            "title": "VAT",
            "rate": 0.05,
            "ratePercentage": 5,
            "taxNo": "168924",
            "type": "product_tax"
        }]
    },
    {
        "productItemUk": "0_18066806919586533956472210",
        "groupId": "0",
        "productSku": "18066806919586533956472210",
        "productSeq": "16066806919581333019332210",
        "productSource": 1,
        "originProductSource": "SHOPIFY_IMPORT",
        "productName": "Blood Print 100% Cotton Casual Tank Top",
        "productImage": "",
        "bindProductImages": null,
        "productSkuAttrList": [
            "Multicolor",
            "L"
        ],
        "properties": [],
        "productPrice": 2499,
        "finalPrice": 2499,
        "finalLinePrice": 2499,
        "originProductPrice": null,
        "productNum": 1,
        "singlePromotionTotalAmount": 0,
        "promotionAmount": null,
        "discountAmount": null,
        "productStockNum": null,
        "productStatus": 1,
        "productPriceType": "selling",
        "limitedActiveInfo": null,
        "itemNo": "161C-240930-A23-MT0131CJJR-Multicolor-L",
        "maxPurchaseNum": 99999,
        "maxPurchaseTotalNum": 99999,
        "maxPurchaseReasonCode": "ITEM_MAX_NUM",
        "minPurchaseNum": 1,
        "purchaseIncrementNum": 1,
        "businessFlagInfo": {
            "taxable": true,
            "discountable": true,
            "shippingRequired": true,
            "calculateShippingFee": true,
            "visible": true,
            "singleAdjustNum": true,
            "singleDelete": true,
            "adjustNumWithMainProduct": 0,
            "singleShipping": false,
            "singleReturn": false,
            "combinationInfo": null
        },
        "errorInfo": null,
        "customProductTips": [],
        "salesInfoToShowList": [
            "{\"cartDrawerMatchSkuNum\":\"0\",\"cartDrawerMatchTotalStorePrice\":\"0\"}"
        ],
        "subscriptionInfo": {
            "sellingPlanId": null,
            "sellingPlanName": null
        },
        "giftCard": false,
        "weight": null,
        "itemOptionValues": [{
                "attributeName": "Color",
                "attributeValue": "Multicolor"
            },
            {
                "attributeName": "Size",
                "attributeValue": "L"
            }
        ],
        "lineLevelTotalDiscount": 0,
        "lineLevelDiscountAllocations": [],
        "discountAllocations": [],
        "productTotalPrice": 2499,
        "originalLinePrice": 2499,
        "sellingPlanAllocation": null,
        "url": "https://zengrunquan.myshoplinestg.com/products/blood-print-100-cotton-casual-tank-top",
        "uniqueSeq": 45,
        "customCategoryName": "",
        "saleExtInfo": null,
        "taxLines": [{
            "price": 125,
            "title": "VAT",
            "rate": 0.05,
            "ratePercentage": 5,
            "taxNo": "168924",
            "type": "product_tax"
        }]
    },
    {
        "productItemUk": "0_18066806919586533956512210",
        "groupId": "0",
        "productSku": "18066806919586533956512210",
        "productSeq": "16066806919581333019332210",
        "productSource": 1,
        "originProductSource": "SHOPIFY_IMPORT",
        "productName": "Blood Print 100% Cotton Casual Tank Top",
        "productImage": "",
        "bindProductImages": null,
        "productSkuAttrList": [
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            "XL"
        ],
        "properties": [],
        "productPrice": 2499,
        "finalPrice": 2499,
        "finalLinePrice": 2499,
        "originProductPrice": null,
        "productNum": 1,
        "singlePromotionTotalAmount": 0,
        "promotionAmount": null,
        "discountAmount": null,
        "productStockNum": null,
        "productStatus": 1,
        "productPriceType": "selling",
        "limitedActiveInfo": null,
        "itemNo": "161C-240930-A23-MT0131CJJR-Multicolor-XL",
        "maxPurchaseNum": 99999,
        "maxPurchaseTotalNum": 99999,
        "maxPurchaseReasonCode": "ITEM_MAX_NUM",
        "minPurchaseNum": 1,
        "purchaseIncrementNum": 1,
        "businessFlagInfo": {
            "taxable": true,
            "discountable": true,
            "shippingRequired": true,
            "calculateShippingFee": true,
            "visible": true,
            "singleAdjustNum": true,
            "singleDelete": true,
            "adjustNumWithMainProduct": 0,
            "singleShipping": false,
            "singleReturn": false,
            "combinationInfo": null
        },
        "errorInfo": null,
        "customProductTips": [],
        "salesInfoToShowList": [
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        ],
        "subscriptionInfo": {
            "sellingPlanId": null,
            "sellingPlanName": null
        },
        "giftCard": false,
        "weight": null,
        "itemOptionValues": [{
                "attributeName": "Color",
                "attributeValue": "Multicolor"
            },
            {
                "attributeName": "Size",
                "attributeValue": "XL"
            }
        ],
        "lineLevelTotalDiscount": 0,
        "lineLevelDiscountAllocations": [],
        "discountAllocations": [],
        "productTotalPrice": 2499,
        "originalLinePrice": 2499,
        "sellingPlanAllocation": null,
        "url": "https://zengrunquan.myshoplinestg.com/products/blood-print-100-cotton-casual-tank-top",
        "uniqueSeq": 46,
        "customCategoryName": "",
        "saleExtInfo": null,
        "taxLines": [{
            "price": 125,
            "title": "VAT",
            "rate": 0.05,
            "ratePercentage": 5,
            "taxNo": "168924",
            "type": "product_tax"
        }]
    },
    {
        "productItemUk": "0_18066806919586701728712210",
        "groupId": "0",
        "productSku": "18066806919586701728712210",
        "productSeq": "16066806919581333019332210",
        "productSource": 1,
        "originProductSource": "SHOPIFY_IMPORT",
        "productName": "Blood Print 100% Cotton Casual Tank Top",
        "productImage": "",
        "bindProductImages": null,
        "productSkuAttrList": [
            "Multicolor",
            "2XL"
        ],
        "properties": [],
        "productPrice": 2499,
        "finalPrice": 2499,
        "finalLinePrice": 2499,
        "originProductPrice": null,
        "productNum": 1,
        "singlePromotionTotalAmount": 0,
        "promotionAmount": null,
        "discountAmount": null,
        "productStockNum": null,
        "productStatus": 1,
        "productPriceType": "selling",
        "limitedActiveInfo": null,
        "itemNo": "161C-240930-A23-MT0131CJJR-Multicolor-2XL",
        "maxPurchaseNum": 99999,
        "maxPurchaseTotalNum": 99999,
        "maxPurchaseReasonCode": "ITEM_MAX_NUM",
        "minPurchaseNum": 1,
        "purchaseIncrementNum": 1,
        "businessFlagInfo": {
            "taxable": true,
            "discountable": true,
            "shippingRequired": true,
            "calculateShippingFee": true,
            "visible": true,
            "singleAdjustNum": true,
            "singleDelete": true,
            "adjustNumWithMainProduct": 0,
            "singleShipping": false,
            "singleReturn": false,
            "combinationInfo": null
        },
        "errorInfo": null,
        "customProductTips": [],
        "salesInfoToShowList": [
            "{\"cartDrawerMatchSkuNum\":\"0\",\"cartDrawerMatchTotalStorePrice\":\"0\"}"
        ],
        "subscriptionInfo": {
            "sellingPlanId": null,
            "sellingPlanName": null
        },
        "giftCard": false,
        "weight": null,
        "itemOptionValues": [{
                "attributeName": "Color",
                "attributeValue": "Multicolor"
            },
            {
                "attributeName": "Size",
                "attributeValue": "2XL"
            }
        ],
        "lineLevelTotalDiscount": 0,
        "lineLevelDiscountAllocations": [],
        "discountAllocations": [],
        "productTotalPrice": 2499,
        "originalLinePrice": 2499,
        "sellingPlanAllocation": null,
        "url": "https://zengrunquan.myshoplinestg.com/products/blood-print-100-cotton-casual-tank-top",
        "uniqueSeq": 47,
        "customCategoryName": "",
        "saleExtInfo": null,
        "taxLines": [{
            "price": 125,
            "title": "VAT",
            "rate": 0.05,
            "ratePercentage": 5,
            "taxNo": "168924",
            "type": "product_tax"
        }]
    },
    {
        "productItemUk": "0_18066806919586701728752210",
        "groupId": "0",
        "productSku": "18066806919586701728752210",
        "productSeq": "16066806919581333019332210",
        "productSource": 1,
        "originProductSource": "SHOPIFY_IMPORT",
        "productName": "Blood Print 100% Cotton Casual Tank Top",
        "productImage": "",
        "bindProductImages": null,
        "productSkuAttrList": [
            "Multicolor",
            "3XL"
        ],
        "properties": [],
        "productPrice": 2499,
        "finalPrice": 2499,
        "finalLinePrice": 2499,
        "originProductPrice": null,
        "productNum": 1,
        "singlePromotionTotalAmount": 0,
        "promotionAmount": null,
        "discountAmount": null,
        "productStockNum": null,
        "productStatus": 1,
        "productPriceType": "selling",
        "limitedActiveInfo": null,
        "itemNo": "161C-240930-A23-MT0131CJJR-Multicolor-3XL",
        "maxPurchaseNum": 99999,
        "maxPurchaseTotalNum": 99999,
        "maxPurchaseReasonCode": "ITEM_MAX_NUM",
        "minPurchaseNum": 1,
        "purchaseIncrementNum": 1,
        "businessFlagInfo": {
            "taxable": true,
            "discountable": true,
            "shippingRequired": true,
            "calculateShippingFee": true,
            "visible": true,
            "singleAdjustNum": true,
            "singleDelete": true,
            "adjustNumWithMainProduct": 0,
            "singleShipping": false,
            "singleReturn": false,
            "combinationInfo": null
        },
        "errorInfo": null,
        "customProductTips": [],
        "salesInfoToShowList": [
            "{\"cartDrawerMatchSkuNum\":\"0\",\"cartDrawerMatchTotalStorePrice\":\"0\"}"
        ],
        "subscriptionInfo": {
            "sellingPlanId": null,
            "sellingPlanName": null
        },
        "giftCard": false,
        "weight": null,
        "itemOptionValues": [{
                "attributeName": "Color",
                "attributeValue": "Multicolor"
            },
            {
                "attributeName": "Size",
                "attributeValue": "3XL"
            }
        ],
        "lineLevelTotalDiscount": 0,
        "lineLevelDiscountAllocations": [],
        "discountAllocations": [],
        "productTotalPrice": 2499,
        "originalLinePrice": 2499,
        "sellingPlanAllocation": null,
        "url": "https://zengrunquan.myshoplinestg.com/products/blood-print-100-cotton-casual-tank-top",
        "uniqueSeq": 48,
        "customCategoryName": "",
        "saleExtInfo": null,
        "taxLines": [{
            "price": 125,
            "title": "VAT",
            "rate": 0.05,
            "ratePercentage": 5,
            "taxNo": "168924",
            "type": "product_tax"
        }]
    },
    {
        "productItemUk": "0_18066806919586701728792210",
        "groupId": "0",
        "productSku": "18066806919586701728792210",
        "productSeq": "16066806919581333019332210",
        "productSource": 1,
        "originProductSource": "SHOPIFY_IMPORT",
        "productName": "Blood Print 100% Cotton Casual Tank Top",
        "productImage": "",
        "bindProductImages": null,
        "productSkuAttrList": [
            "Multicolor",
            "4XL"
        ],
        "properties": [],
        "productPrice": 2499,
        "finalPrice": 2499,
        "finalLinePrice": 2499,
        "originProductPrice": null,
        "productNum": 1,
        "singlePromotionTotalAmount": 0,
        "promotionAmount": null,
        "discountAmount": null,
        "productStockNum": null,
        "productStatus": 1,
        "productPriceType": "selling",
        "limitedActiveInfo": null,
        "itemNo": "161C-240930-A23-MT0131CJJR-Multicolor-4XL",
        "maxPurchaseNum": 99999,
        "maxPurchaseTotalNum": 99999,
        "maxPurchaseReasonCode": "ITEM_MAX_NUM",
        "minPurchaseNum": 1,
        "purchaseIncrementNum": 1,
        "businessFlagInfo": {
            "taxable": true,
            "discountable": true,
            "shippingRequired": true,
            "calculateShippingFee": true,
            "visible": true,
            "singleAdjustNum": true,
            "singleDelete": true,
            "adjustNumWithMainProduct": 0,
            "singleShipping": false,
            "singleReturn": false,
            "combinationInfo": null
        },
        "errorInfo": null,
        "customProductTips": [],
        "salesInfoToShowList": [
            "{\"cartDrawerMatchSkuNum\":\"0\",\"cartDrawerMatchTotalStorePrice\":\"0\"}"
        ],
        "subscriptionInfo": {
            "sellingPlanId": null,
            "sellingPlanName": null
        },
        "giftCard": false,
        "weight": null,
        "itemOptionValues": [{
                "attributeName": "Color",
                "attributeValue": "Multicolor"
            },
            {
                "attributeName": "Size",
                "attributeValue": "4XL"
            }
        ],
        "lineLevelTotalDiscount": 0,
        "lineLevelDiscountAllocations": [],
        "discountAllocations": [],
        "productTotalPrice": 2499,
        "originalLinePrice": 2499,
        "sellingPlanAllocation": null,
        "url": "https://zengrunquan.myshoplinestg.com/products/blood-print-100-cotton-casual-tank-top",
        "uniqueSeq": 49,
        "customCategoryName": "",
        "saleExtInfo": null,
        "taxLines": [{
            "price": 125,
            "title": "VAT",
            "rate": 0.05,
            "ratePercentage": 5,
            "taxNo": "168924",
            "type": "product_tax"
        }]
    }
]

var testCopy = null;

var deepClone = function(obj) {
    var out;
    if (Array.isArray(obj)) {
        out = [];
        for (var index = 0; index < obj.length; ++index) {
            let subArray = obj[index];
            out.push((subArray === null) ? subArray : (subArray instanceof Date) ? new Date(subArray.valueOf()) : (typeof subArray === 'object') ? deepClone(subArray) : subArray);
        }
    } else {
        out = {};
        for (var key in obj) {
            var subObject = obj[key];
            out[key] = subObject === null ? subObject : subObject instanceof Date ? new Date(subObject.valueOf()) : (typeof subObject === 'object') ? deepClone(subObject) : subObject;


        }
    }
    return out;
};

Tests:

Lodash cloneDeep
testCopy = _.cloneDeep(testArray);
Native map deep slice(turns objects into arrays)
testCopy = testArray.map(arr => testArray.slice());
Native JSON parse
testCopy = JSON.parse(JSON.stringify(testArray));
Native map deep slice at 0(turns objects into arrays)
testCopy = testArray.map(arr => testArray.slice(0));
Native map(shallow clone)
testCopy = testArray.map(arr => arr);
Recursive deep clone
testCopy = deepClone(testArray);
Map deep clone
testCopy = testArray.map(arr => deepClone(arr));
Object.assign shallow clone
testCopy = Object.assign([...testArray]);

Rendered benchmark preparation results:

Suite status: <idle, ready to run>

Previous results

Test case name	Result
Lodash cloneDeep
Native map deep slice(turns objects into arrays)
Native JSON parse
Native map deep slice at 0(turns objects into arrays)
Native map(shallow clone)
Recursive deep clone
Map deep clone
Object.assign shallow clone

Fastest: N/A

Slowest: N/A

Latest run results:

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

User agent: Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/130.0.0.0 Safari/537.36

Browser/OS: Chrome 130 on Mac OS X 10.15.7

View result in a separate tab

Test name	Executions per second
Lodash cloneDeep	2519.5 Ops/sec
Native map deep slice(turns objects into arrays)	246656.1 Ops/sec
Native JSON parse	3361.3 Ops/sec
Native map deep slice at 0(turns objects into arrays)	247012.4 Ops/sec
Native map(shallow clone)	3766393.2 Ops/sec
Recursive deep clone	10933.5 Ops/sec
Map deep clone	10709.3 Ops/sec
Object.assign shallow clone	4730144.0 Ops/sec

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

LLMs can make mistakes. Check important info.

### Benchmark Overview
The benchmark defined in the provided JSON focuses on evaluating different methods for cloning or copying arrays in JavaScript, particularly a large nested array of objects. The main goal is to compare performance between various cloning techniques, specifically including Lodash's `cloneDeep`, native JavaScript methods, and a custom recursive implementation.

### Options Compared

1. **Lodash `cloneDeep`**:
   - **Benchmark Definition**: `testCopy =  _.cloneDeep(testArray);`
   - **Purpose**: Lodash is a widely-used utility library in JavaScript offering various functions for common programming tasks, including deep cloning. `cloneDeep` creates a deep copy of the given value, handling complex objects, nested arrays, and preserves types (like dates).
   - **Pros**: 
     - Comprehensive: It handles most edge cases (e.g., cycles, different object types).
     - Well-optimized for performance.
   - **Cons**: 
     - Adds overhead due to library inclusion if only needed for deep cloning.
     - Size of the library can be an issue for performance-sensitive applications.

2. **Native Deep Clone Using `map` and `slice`**:
   - **Benchmark Definition**: `testCopy = testArray.map(arr => testArray.slice());`
   - **Purpose**: This method attempts to copy arrays by using `map` to iterate through elements and `slice()` to create shallow copies of any sub-arrays.
   - **Pros**: 
     - Simplistic, relying on JavaScript's native array methods.
   - **Cons**: 
     - Only performs a shallow copy, thus resulting in shared references for deep objects.

3. **Native JSON-based Deep Clone**:
   - **Benchmark Definition**: `testCopy = JSON.parse(JSON.stringify(testArray));`
   - **Purpose**: Uses `JSON.stringify` to turn the object into a JSON string and then parses it back into an object.
   - **Pros**: 
     - Simple and does not require external libraries.
   - **Cons**: 
     - Fails for non-serializable data types (e.g., functions, symbols, dates).
     - Cannot handle circular references.

4. **Another Native Version with Specific Slice Arguments**:
   - **Benchmark Definition**: `testCopy = testArray.map(arr => testArray.slice(0));`
   - Similar to the previous map and slice, this uses the start index argument of `slice()` which has no significant benefit over the previous technique, as it's merely a variation.
  
5. **Shallow Copy using `map`**:
   - **Benchmark Definition**: `testCopy = testArray.map(arr => arr);`
   - **Purpose**: This directly maps the array, creating a shallow copy of references to the original array elements.
   - **Pros**: 
     - Efficient in terms of speed as it's not altering the elements at all.
   - **Cons**: 
     - Doesn't create new objects/arrays; if the original objects change, so do the copies.

6. **Custom Recursive Deep Clone**:
   - **Benchmark Definition**: `testCopy = deepClone(testArray);`
   - **Purpose**: This is a custom function that uses recursion to create a deep clone of the input array.
   - **Pros**: 
     - Provides control over cloning logic.
   - **Cons**: 
     - More prone to errors and complexity in maintaining the function.

7. **Map with Custom Deep Clone**:
   - **Benchmark Definition**: `testCopy = testArray.map(arr => deepClone(arr));`
   - **Purpose**: Combines a shallow map with the custom deep clone function for individual elements.
   - **Pros**: 
     - Leverages the advantages of a custom clone while letting `map` handle the iteration.
   - **Cons**: 
     - Inherits the same limitations as the custom recursive function (complexity and potential overhead).

8. **Shallow Clone Using `Object.assign`**:
   - **Benchmark Definition**: `testCopy = Object.assign([...testArray]);`
   - **Purpose**: Uses `Object.assign` to combine properties from the array into a new object/array.
   - **Pros**: 
     - Fast and easy to implement for shallow copies.
   - **Cons**: 
     - Similar to previous shallow copies; any nested objects maintain references.

### Benchmark Results
The benchmark results show various levels of execution per second for these cloning methods. `Object.assign` emerged as the fastest method, followed by native `map` methods and the JSON approach. `Lodash cloneDeep` and custom implementations are significantly slower, demonstrating a trade-off of feature completeness for performance.

### Other Considerations and Alternatives
- **Alternatives to `cloneDeep`** might include using structured cloning, available in modern browsers via `structuredClone()` function. This allows deep cloning of objects and arrays, handling more complex data types (e.g., Dates, Map, Set, etc.) without the need for external libraries.
- Depending on the use case, choosing the right method is crucial. For most applications, if deep cloning is required, a utility like Lodash could be appropriate if performance is not a critical concern. For simple structures or when size is an issue, a JSON-based approach may suffice, provided you are aware of its limitations.

Related benchmarks:

Lodash cloneDeep vs native cloneDeep large array (version: 1)

compare array copy/clone methods

Comparing performance of: Lodash cloneDeep vs Native map deep slice(turns objects into arrays) vs Native JSON parse vs Native map deep slice at 0(turns objects into arrays) vs Native map(shallow clone) vs Recursive deep clone vs Map deep clone vs Object.assign shallow clone

Created: one month ago by: Guest

Jump to the latest result

Lodash cloneDeep

Native map deep slice(turns objects into arrays)

Native JSON parse

Native map deep slice at 0(turns objects into arrays)

Native map(shallow clone)

Recursive deep clone

Map deep clone

Object.assign shallow clone

Suite status: <idle, ready to run>

Experimental features:

Fastest: N/A

Slowest: N/A

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