Run results for: JSON Querying Comparisons

Run details:

User agent: Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/131.0.0.0 Safari/537.36

Browser: Chrome 131

Operating system: Mac OS X 10.15.7

Device Platform: Desktop

Date tested: one year ago

JSPath

35.4M/s

JSPath w/ predicate

19.2M/s

JSONPath-Plus

2.0M/s

JSONPath-Plus w/ predicate

1.8M/s

JSONPath

87K/s

JSONPath w/ predicate

83K/s

JSONata

27K/s

JSONata w/ predicate

13K/s

Liquid

5K/s

Liquid w/ predicate

4K/s

View exact numbers

Test name	Executions per second
✓ JSPath	35,379,420 Ops/sec
JSPath w/ predicate	19,186,582 Ops/sec
JSONPath-Plus	1,983,890 Ops/sec
JSONPath-Plus w/ predicate	1,797,302 Ops/sec
JSONPath	87,243 Ops/sec
JSONPath w/ predicate	82,622 Ops/sec
JSONata	26,853 Ops/sec
JSONata w/ predicate	13,482 Ops/sec
Liquid	4,924 Ops/sec
Liquid w/ predicate	4,107 Ops/sec

HTML Preparation code:

<script type="text/javascript" language="javascript" src="https://cdn.jsdelivr.net/npm/jsonata@1.8.6/jsonata-es5.min.js"></script>
<script type="text/javascript" language="javascript" src="https://cdn.jsdelivr.net/npm/jspath@0.4.0/jspath.min.js"></script>
<script type="text/javascript" language="javascript" src="https://cdn.jsdelivr.net/npm/jsonpath@1.1.1/jsonpath.min.js"></script>
<script type="text/javascript" language="javascript" src="https://cdn.jsdelivr.net/npm/liquidjs/dist/liquid.browser.min.js"></script>
<script type="module">
import {JSONPath} from 'https://cdn.jsdelivr.net/npm/jsonpath-plus@7.2.0/dist/index-browser-esm.js';
window.JSONPath = JSONPath;
</script>

Script Preparation code:

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    ],
    "greeting": "Hello, Frances Gillespie! You have 6 unread messages.",
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    "latitude": 15.908942,
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      {
        "id": 1,
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      {
        "id": 2,
        "name": "Cline Estrada"
      }
    ],
    "greeting": "Hello, Becker Houston! You have 6 unread messages.",
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  {
    "_id": "635ffab3f9d53a8099e6b3ce",
    "index": 4,
    "guid": "17dc0dd4-4f0f-4ce0-a341-e6b24d886e24",
    "isActive": true,
    "balance": "$1,617.03",
    "picture": "http://placehold.it/32x32",
    "age": 26,
    "eyeColor": "green",
    "name": "Tyler Hamilton",
    "gender": "male",
    "company": "EWAVES",
    "email": "tylerhamilton@ewaves.com",
    "phone": "+1 (827) 438-2316",
    "address": "947 Wyona Street, Barrelville, Connecticut, 2931",
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    "registered": "2019-05-11T07:45:11 +06:00",
    "latitude": -3.967453,
    "longitude": 91.258198,
    "tags": [
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      "adipisicing",
      "ad",
      "culpa",
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        "name": "Leann Fuller"
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    "greeting": "Hello, Tyler Hamilton! You have 6 unread messages.",
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    "name": "Kramer Bowers",
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    "about": "Nisi laboris eiusmod excepteur esse deserunt. Consectetur deserunt aliqua eiusmod qui occaecat nisi ex voluptate nulla dolor. Minim officia adipisicing consequat veniam ex non commodo mollit et tempor ut anim sit duis. Nisi tempor deserunt eu et irure aliqua voluptate laboris enim eiusmod occaecat sint.\r\n",
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        "name": "Gould Craft"
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    "greeting": "Hello, Kramer Bowers! You have 2 unread messages.",
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    "name": "Griffith Robinson",
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    "_id": "635ffab32d6368b9cbcce352",
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    "guid": "8bc42b2d-06c1-47cd-a79b-86778b7d2e81",
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    "eyeColor": "blue",
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  {
    "_id": "635ffab35675607464f88c9f",
    "index": 11,
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    "picture": "http://placehold.it/32x32",
    "age": 28,
    "eyeColor": "blue",
    "name": "Rosanne Ward",
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    "company": "NAVIR",
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    "address": "502 Falmouth Street, Emory, Minnesota, 8628",
    "about": "Reprehenderit enim voluptate minim culpa proident consequat eiusmod sunt magna. Est mollit fugiat culpa adipisicing esse in. Reprehenderit cillum in duis non reprehenderit nostrud. Labore laboris tempor cillum in est consequat consequat. Et aliquip in commodo fugiat sunt id do mollit ea enim do nulla velit culpa. Ea aliquip anim elit tempor consequat officia amet. Qui cupidatat laboris laborum sint velit.\r\n",
    "registered": "2019-11-30T03:17:42 +07:00",
    "latitude": 1.39084,
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      "qui",
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      {
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    ],
    "greeting": "Hello, Rosanne Ward! You have 9 unread messages.",
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  {
    "_id": "635ffab365acbc114095a722",
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    "guid": "4780ba22-a451-4b98-9021-07b4f3b349f8",
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    "balance": "$2,514.51",
    "picture": "http://placehold.it/32x32",
    "age": 32,
    "eyeColor": "green",
    "name": "Rhonda Mejia",
    "gender": "female",
    "company": "DOGTOWN",
    "email": "rhondamejia@dogtown.com",
    "phone": "+1 (831) 451-3153",
    "address": "930 Willow Place, Ola, Ohio, 6924",
    "about": "Est aliquip non amet exercitation ipsum. Reprehenderit ut ipsum nisi enim dolor mollit duis proident exercitation. Laboris incididunt fugiat ea proident laboris eiusmod est. Ex est esse nostrud aute ipsum pariatur. Dolore duis laborum enim tempor tempor duis quis laborum mollit.\r\n",
    "registered": "2020-02-25T10:46:44 +07:00",
    "latitude": 86.527653,
    "longitude": -128.307936,
    "tags": [
      "consectetur",
      "adipisicing",
      "ea",
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      "officia",
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        "id": 1,
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    ],
    "greeting": "Hello, Rhonda Mejia! You have 10 unread messages.",
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    "picture": "http://placehold.it/32x32",
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    "eyeColor": "green",
    "name": "Lauren Weaver",
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      "ea",
      "labore",
      "ad",
      "dolor",
      "quis",
      "commodo"
    ],
    "friends": [
      {
        "id": 0,
        "name": "Nola Casey"
      },
      {
        "id": 1,
        "name": "Maureen Barnett"
      },
      {
        "id": 2,
        "name": "Barber Horton"
      }
    ],
    "greeting": "Hello, Leila Trujillo! You have 6 unread messages.",
    "favoriteFruit": "apple"
  },
  {
    "_id": "635ffab3d7220dc28e05bb0d",
    "index": 28,
    "guid": "9b5a6303-d46c-478b-9315-bc6b4d36bc60",
    "isActive": true,
    "balance": "$1,534.24",
    "picture": "http://placehold.it/32x32",
    "age": 31,
    "eyeColor": "blue",
    "name": "Chase Petty",
    "gender": "male",
    "company": "MAGNEATO",
    "email": "chasepetty@magneato.com",
    "phone": "+1 (865) 543-3909",
    "address": "970 Grove Place, Templeton, Oregon, 3434",
    "about": "Dolor sint enim adipisicing dolor incididunt ad occaecat commodo do nostrud culpa. Laborum enim minim officia quis eiusmod sint sit excepteur nostrud. Consequat sunt cupidatat aliquip nisi qui sit voluptate. Labore eiusmod ullamco amet reprehenderit. Qui est dolor do ullamco. Do esse adipisicing labore laborum Lorem nostrud.\r\n",
    "registered": "2014-01-25T02:04:23 +07:00",
    "latitude": -58.715539,
    "longitude": -158.882685,
    "tags": [
      "eiusmod",
      "laboris",
      "minim",
      "incididunt",
      "ipsum",
      "labore",
      "mollit"
    ],
    "friends": [
      {
        "id": 0,
        "name": "Meyer Simon"
      },
      {
        "id": 1,
        "name": "Florine Barron"
      },
      {
        "id": 2,
        "name": "Francesca Vang"
      }
    ],
    "greeting": "Hello, Chase Petty! You have 5 unread messages.",
    "favoriteFruit": "apple"
  },
  {
    "_id": "635ffab30ef77e81c6b66fd4",
    "index": 29,
    "guid": "719c9a5f-2403-46aa-8399-2174a7ab7443",
    "isActive": false,
    "balance": "$2,413.86",
    "picture": "http://placehold.it/32x32",
    "age": 33,
    "eyeColor": "green",
    "name": "Irma May",
    "gender": "female",
    "company": "ENAUT",
    "email": "irmamay@enaut.com",
    "phone": "+1 (893) 440-2788",
    "address": "282 President Street, Haring, North Dakota, 493",
    "about": "Eu quis sint sunt mollit eiusmod duis enim. Ut quis consequat Lorem fugiat aute elit ex ullamco sint Lorem laboris veniam aliqua. Ipsum consectetur minim labore commodo dolore officia adipisicing est est qui aute ipsum culpa sit. Laboris nostrud elit cupidatat qui commodo ex ad nisi ullamco Lorem nulla est quis do. Sint consequat occaecat quis sit quis reprehenderit voluptate adipisicing et. Labore laborum nostrud mollit sint consequat.\r\n",
    "registered": "2021-01-29T07:36:55 +07:00",
    "latitude": 2.627972,
    "longitude": -139.440224,
    "tags": [
      "aute",
      "do",
      "amet",
      "nulla",
      "ex",
      "velit",
      "culpa"
    ],
    "friends": [
      {
        "id": 0,
        "name": "Diana Curtis"
      },
      {
        "id": 1,
        "name": "Danielle Schmidt"
      },
      {
        "id": 2,
        "name": "Oneill Good"
      }
    ],
    "greeting": "Hello, Irma May! You have 7 unread messages.",
    "favoriteFruit": "strawberry"
  },
  {
    "_id": "635ffab3d09aef849d10c737",
    "index": 30,
    "guid": "acfbedbb-f3c6-4f78-acb5-f568547ec075",
    "isActive": true,
    "balance": "$3,010.09",
    "picture": "http://placehold.it/32x32",
    "age": 24,
    "eyeColor": "brown",
    "name": "Roxanne Phelps",
    "gender": "female",
    "company": "VORTEXACO",
    "email": "roxannephelps@vortexaco.com",
    "phone": "+1 (975) 445-3757",
    "address": "920 Elm Place, Wyoming, Maryland, 6936",
    "about": "Ea aute nulla cillum sunt magna aliqua cillum sunt sunt minim. Sit deserunt est irure ex aute. Eu nulla mollit amet cupidatat reprehenderit sunt do consectetur laboris excepteur mollit exercitation fugiat.\r\n",
    "registered": "2016-02-26T10:50:46 +07:00",
    "latitude": -45.41009,
    "longitude": 29.391585,
    "tags": [
      "culpa",
      "culpa",
      "labore",
      "nulla",
      "enim",
      "aute",
      "nostrud"
    ],
    "friends": [
      {
        "id": 0,
        "name": "Josefina Carlson"
      },
      {
        "id": 1,
        "name": "Larsen Hooper"
      },
      {
        "id": 2,
        "name": "Harvey Small"
      }
    ],
    "greeting": "Hello, Roxanne Phelps! You have 8 unread messages.",
    "favoriteFruit": "apple"
  },
  {
    "_id": "635ffab377c619b5e8f98192",
    "index": 31,
    "guid": "b89d0571-a616-48b0-93e2-fd99a41aac6e",
    "isActive": true,
    "balance": "$1,003.82",
    "picture": "http://placehold.it/32x32",
    "age": 38,
    "eyeColor": "brown",
    "name": "Hebert Browning",
    "gender": "male",
    "company": "TOURMANIA",
    "email": "hebertbrowning@tourmania.com",
    "phone": "+1 (964) 405-3715",
    "address": "262 Liberty Avenue, Canby, Hawaii, 4244",
    "about": "Irure adipisicing pariatur reprehenderit officia aute id laboris nisi. Magna anim incididunt elit esse esse do aliqua. Officia aute reprehenderit labore duis dolor.\r\n",
    "registered": "2019-10-12T07:41:15 +06:00",
    "latitude": -82.542775,
    "longitude": -176.363712,
    "tags": [
      "sunt",
      "officia",
      "nulla",
      "officia",
      "ipsum",
      "officia",
      "quis"
    ],
    "friends": [
      {
        "id": 0,
        "name": "Trudy Farrell"
      },
      {
        "id": 1,
        "name": "Golden Dejesus"
      },
      {
        "id": 2,
        "name": "Kristina Anderson"
      }
    ],
    "greeting": "Hello, Hebert Browning! You have 4 unread messages.",
    "favoriteFruit": "banana"
  },
  {
    "_id": "635ffab32219d42f5ceb7e3c",
    "index": 32,
    "guid": "45de3963-6659-47ff-a879-a9f91f794d51",
    "isActive": true,
    "balance": "$2,560.45",
    "picture": "http://placehold.it/32x32",
    "age": 31,
    "eyeColor": "blue",
    "name": "Maddox Shepard",
    "gender": "male",
    "company": "DIGIRANG",
    "email": "maddoxshepard@digirang.com",
    "phone": "+1 (982) 413-2871",
    "address": "696 Broadway , Websterville, Maine, 6801",
    "about": "Enim sit excepteur dolor pariatur nulla Lorem. Et cupidatat nostrud pariatur veniam laboris esse voluptate ipsum non fugiat. Eu ut do ipsum Lorem irure exercitation exercitation reprehenderit occaecat ipsum labore tempor elit nulla.\r\n",
    "registered": "2020-06-10T06:24:54 +06:00",
    "latitude": -8.894754,
    "longitude": 122.944184,
    "tags": [
      "occaecat",
      "deserunt",
      "occaecat",
      "occaecat",
      "ea",
      "cillum",
      "Lorem"
    ],
    "friends": [
      {
        "id": 0,
        "name": "Cole Armstrong"
      },
      {
        "id": 1,
        "name": "Alisha Emerson"
      },
      {
        "id": 2,
        "name": "Esther Case"
      }
    ],
    "greeting": "Hello, Maddox Shepard! You have 4 unread messages.",
    "favoriteFruit": "strawberry"
  },
  {
    "_id": "635ffab358fdee2e06a1c66f",
    "index": 33,
    "guid": "a205b140-31e6-42fb-b819-e6718f451187",
    "isActive": true,
    "balance": "$3,077.08",
    "picture": "http://placehold.it/32x32",
    "age": 28,
    "eyeColor": "blue",
    "name": "Holmes Ingram",
    "gender": "male",
    "company": "AUTOMON",
    "email": "holmesingram@automon.com",
    "phone": "+1 (814) 573-3012",
    "address": "769 Berkeley Place, Alfarata, Illinois, 5979",
    "about": "Nulla ex anim aute labore. Laboris aute culpa occaecat pariatur sit minim magna duis exercitation velit ad. Ullamco cillum amet adipisicing aute.\r\n",
    "registered": "2014-02-17T09:25:12 +07:00",
    "latitude": 28.072444,
    "longitude": 33.331927,
    "tags": [
      "incididunt",
      "dolor",
      "in",
      "anim",
      "cupidatat",
      "nisi",
      "voluptate"
    ],
    "friends": [
      {
        "id": 0,
        "name": "Araceli Hurst"
      },
      {
        "id": 1,
        "name": "Bennett Calhoun"
      },
      {
        "id": 2,
        "name": "Todd Shepherd"
      }
    ],
    "greeting": "Hello, Holmes Ingram! You have 8 unread messages.",
    "favoriteFruit": "apple"
  },
  {
    "_id": "635ffab34b2f2f8144e0a0b3",
    "index": 34,
    "guid": "f8b2f282-4213-4e17-babc-a60d033afaea",
    "isActive": false,
    "balance": "$2,925.71",
    "picture": "http://placehold.it/32x32",
    "age": 39,
    "eyeColor": "green",
    "name": "Margie Cooley",
    "gender": "female",
    "company": "CORIANDER",
    "email": "margiecooley@coriander.com",
    "phone": "+1 (994) 468-2964",
    "address": "901 Turnbull Avenue, Newcastle, New Jersey, 4903",
    "about": "Sunt reprehenderit magna non nisi ea ad Lorem est nostrud sit in. Aute ipsum duis deserunt occaecat deserunt laborum. Deserunt irure elit minim exercitation. Excepteur occaecat adipisicing fugiat ex fugiat aliqua et ex nulla occaecat. Ex culpa incididunt eiusmod ex aliqua cupidatat nostrud cillum culpa et. Tempor magna sit enim nisi. Occaecat veniam adipisicing proident ad aliqua ipsum exercitation.\r\n",
    "registered": "2015-12-23T11:38:07 +07:00",
    "latitude": 69.991809,
    "longitude": 110.227464,
    "tags": [
      "eiusmod",
      "nulla",
      "sit",
      "proident",
      "ea",
      "Lorem",
      "ut"
    ],
    "friends": [
      {
        "id": 0,
        "name": "Woodard Mack"
      },
      {
        "id": 1,
        "name": "Karla Acosta"
      },
      {
        "id": 2,
        "name": "Briana Rodgers"
      }
    ],
    "greeting": "Hello, Margie Cooley! You have 8 unread messages.",
    "favoriteFruit": "banana"
  },
  {
    "_id": "635ffab34d92c1535f3c9683",
    "index": 35,
    "guid": "abc9c450-634d-4a9c-8245-cd9f02002223",
    "isActive": true,
    "balance": "$3,621.84",
    "picture": "http://placehold.it/32x32",
    "age": 33,
    "eyeColor": "green",
    "name": "Duke Obrien",
    "gender": "male",
    "company": "RAMJOB",
    "email": "dukeobrien@ramjob.com",
    "phone": "+1 (877) 422-2791",
    "address": "716 Flatbush Avenue, Nanafalia, South Carolina, 4175",
    "about": "Veniam nostrud Lorem incididunt adipisicing culpa. Aute elit incididunt consectetur cillum quis. Culpa sunt labore in laboris sunt excepteur excepteur aute consequat aliqua adipisicing in labore et.\r\n",
    "registered": "2021-03-25T05:36:23 +06:00",
    "latitude": 64.057641,
    "longitude": -50.069318,
    "tags": [
      "ad",
      "duis",
      "commodo",
      "proident",
      "sint",
      "aliqua",
      "ullamco"
    ],
    "friends": [
      {
        "id": 0,
        "name": "Crystal Howard"
      },
      {
        "id": 1,
        "name": "Reyes Cabrera"
      },
      {
        "id": 2,
        "name": "Little Molina"
      }
    ],
    "greeting": "Hello, Duke Obrien! You have 7 unread messages.",
    "favoriteFruit": "banana"
  },
  {
    "_id": "635ffab32a1f7f59aac9a098",
    "index": 36,
    "guid": "71353185-f25b-462e-a9c3-61086d17fddc",
    "isActive": false,
    "balance": "$2,243.91",
    "picture": "http://placehold.it/32x32",
    "age": 40,
    "eyeColor": "green",
    "name": "Bryant Gates",
    "gender": "male",
    "company": "SHOPABOUT",
    "email": "bryantgates@shopabout.com",
    "phone": "+1 (898) 513-3800",
    "address": "958 Lexington Avenue, Bartonsville, American Samoa, 2669",
    "about": "Consectetur officia ea reprehenderit ex fugiat. Sit sint mollit sint incididunt excepteur do dolore sint cillum excepteur cillum ipsum nisi. Pariatur excepteur anim aute cillum mollit ad laborum elit fugiat sunt est deserunt. Incididunt ad veniam sint mollit laborum quis amet dolor elit dolor veniam enim pariatur. Minim occaecat amet sint sint.\r\n",
    "registered": "2022-02-22T10:11:37 +07:00",
    "latitude": 86.846104,
    "longitude": 131.245328,
    "tags": [
      "qui",
      "ullamco",
      "in",
      "officia",
      "id",
      "sit",
      "in"
    ],
    "friends": [
      {
        "id": 0,
        "name": "Lindsay Chen"
      },
      {
        "id": 1,
        "name": "Ellis Meadows"
      },
      {
        "id": 2,
        "name": "Newman Koch"
      }
    ],
    "greeting": "Hello, Bryant Gates! You have 10 unread messages.",
    "favoriteFruit": "apple"
  },
  {
    "_id": "635ffab3da6d487ea6ea3381",
    "index": 37,
    "guid": "f1ea4334-4545-4ecc-a6f9-79b5725f9c52",
    "isActive": false,
    "balance": "$1,359.83",
    "picture": "http://placehold.it/32x32",
    "age": 36,
    "eyeColor": "brown",
    "name": "Hinton Floyd",
    "gender": "male",
    "company": "MICROLUXE",
    "email": "hintonfloyd@microluxe.com",
    "phone": "+1 (885) 520-3242",
    "address": "301 Hampton Place, Columbus, Arkansas, 2505",
    "about": "Cupidatat ut dolor do sunt elit commodo aliqua elit adipisicing adipisicing labore. Voluptate irure et culpa pariatur proident tempor deserunt ad pariatur est ex consectetur ad exercitation. In ullamco ipsum et est deserunt nisi esse velit fugiat.\r\n",
    "registered": "2017-03-17T11:23:14 +06:00",
    "latitude": -1.826084,
    "longitude": 67.722926,
    "tags": [
      "fugiat",
      "minim",
      "eiusmod",
      "laborum",
      "mollit",
      "qui",
      "minim"
    ],
    "friends": [
      {
        "id": 0,
        "name": "Buckner Mclean"
      },
      {
        "id": 1,
        "name": "Ingrid Donovan"
      },
      {
        "id": 2,
        "name": "Valencia Skinner"
      }
    ],
    "greeting": "Hello, Hinton Floyd! You have 3 unread messages.",
    "favoriteFruit": "banana"
  }
]`

Tests:

JSONata
var jsonataResult = jsonata('friends.name').evaluate(data)
JSONata w/ predicate
var jsonataResult = jsonata('friends[id=2]').evaluate(data)
JSPath
var jsPathResult = JSPath.apply('.friends.name', data)
JSPath w/ predicate
var jsPathResult = JSPath.apply('.friends{.id===2}', data)
JSONPath
var jsonPathResult = jsonpath.query({data}, '$.data.friends..name')
JSONPath w/ predicate
var jsonPathResult = jsonpath.query({data}, '$.data.friends[?(@.id == 2)]')
JSONPath-Plus
var jsonPathPlusResult = JSONPath({path:'$..friends..name', json:data})
JSONPath-Plus w/ predicate
var jsonPathPlusResult = JSONPath({path:'$..friends[?(@.id == 2)]', json:data})
Liquid
var engine = new liquidjs.Liquid(); var template = engine.parse('{% for entry in data %}{% for friend in entry.friends %}{{ friend.name }}{% endfor %}{% endfor %}'); var liquidResuklt = engine.renderSync(template, {data});
Liquid w/ predicate
var engine = new liquidjs.Liquid(); var template = engine.parse('{% for entry in data %}{% for friend in entry.friends %}{% if friend.id == 2 %}{{ friend.name }}{% endif %}{% endfor %}{% endfor %}'); var liquidResuklt = engine.renderSync(template, {data});