{"id":392,"date":"2026-04-30T02:03:59","date_gmt":"2026-04-30T09:03:59","guid":{"rendered":"https:\/\/www.couchbase.com\/\/?p=392"},"modified":"2026-07-21T11:48:26","modified_gmt":"2026-07-21T18:48:26","slug":"comparing-vector-search-capabilities-of-mongodb-and-couchbase-by-benchmarking-using-vectordbbench","status":"publish","type":"documents","link":"https:\/\/www.couchbase.com\/ja\/document\/comparing-vector-search-capabilities-of-mongodb-and-couchbase-by-benchmarking-using-vectordbbench\/","title":{"rendered":"MongoDB\u3068Couchbase\u306e\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u6a5f\u80fd\u306e\u6bd4\u8f03"},"content":{"rendered":"<p class=\"wp-block-paragraph\">AI\u3092\u6d3b\u7528\u3057\u305f\u30a2\u30d7\u30ea\u5411\u3051\u306b\u3001\u9ad8\u6027\u80fd\u3067\u30b3\u30b9\u30c8\u52b9\u7387\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u304a\u63a2\u3057\u3067\u3059\u304b\uff1fCouchbase\u306e\u7d71\u5408\u30c7\u30fc\u30bf\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u3092\u306f\u3058\u3081\u3068\u3059\u308b\u591a\u304f\u306e\u91cd\u8981\u306a\u9818\u57df\u306b\u304a\u3044\u3066\u3001MongoDB\u2122\u3092\u660e\u78ba\u306b\u51cc\u99d5\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u65b0\u3057\u3044\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u30ec\u30dd\u30fc\u30c8\u3067\u306f\u3001\u30d9\u30af\u30c8\u30eb\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306e\u6a19\u6e96\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u30b9\u30a4\u30fc\u30c8\u3067\u3042\u308bVectorDBBench\u3092\u4f7f\u7528\u3057\u3066\u3001Couchbase 8.0\u3068MongoDB 8.0\u306e\u518d\u73fe\u7387\uff08\u30ea\u30b3\u30fc\u30eb\uff09\u3001\u30ec\u30a4\u30c6\u30f3\u30b7\u30fc\u3001\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u3092\u6bd4\u8f03\u3057\u3066\u3044\u307e\u3059\u3002Couchbase\u306f\u3001\u6a19\u6e96\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304a\u3088\u3073\u5927\u898f\u6a21\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u4e21\u65b9\u306b\u304a\u3044\u3066\u3001MongoDB\u3092\u5927\u5e45\u306b\u4e0a\u56de\u308b\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u8a18\u9332\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>768\u6b21\u5143\u306e1\u5104\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\uff1aCouchbase\u306f\u3001\u3088\u308a\u9ad8\u3044\u30ec\u30d9\u30eb\u3068\u4f4e\u3044\u30ec\u30a4\u30c6\u30f3\u30b7\u3092\u63d0\u4f9b\u3057\u306a\u304c\u3089\u3001\u3059\u3079\u3066\u306e\u30ea\u30b3\u30fc\u30eb\u30ec\u30d9\u30eb\u3067\u3088\u308a\u9ad8\u3044\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u3092\u5b9f\u73fe\u3057\u307e\u3057\u305f\u3002<\/li>\n\n\n<li>128\u6b21\u5143\u306e10\u5104\u4ef6\u306e\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u5bfe\u3057\u3001Couchbase\u306e\u6027\u80fd\u4f4e\u4e0b\u306f\u308f\u305a\u304b\u306b\u3068\u3069\u307e\u3063\u305f\u4e00\u65b9\u3001MongoDB\u306f\u5b9f\u7528\u30ec\u30d9\u30eb\u306e\u6027\u80fd\u3092\u4e00\u5207\u7dad\u6301\u3067\u304d\u306a\u304f\u306a\u3063\u305f<\/li>\n\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u30ec\u30dd\u30fc\u30c8\u306b\u306f\u3001\u30c6\u30b9\u30c8\u624b\u6cd5\u3001\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u306e\u69cb\u6210\u3001\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306e\u8a73\u7d30\u306a\u5168\u5bb9\u306b\u52a0\u3048\u3001\u7d50\u679c\u306b\u95a2\u3059\u308b\u8003\u5bdf\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002.<\/p>\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\" style=\"margin-top:var(--wp--preset--spacing--lg)\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/info.couchbase.com\/rs\/302-GJY-034\/images\/COU_1372%20-%208.0%20Benchmarks%20for%20Hyperscale%20Vector%20Search%20-%20WP.pdf\" title=\"\u30ec\u30dd\u30fc\u30c8\u3092\u5165\u624b\u3059\u308b\" target=\"_self\">\u30ec\u30dd\u30fc\u30c8\u3092\u5165\u624b\u3059\u308b<\/a><\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>AI\u3092\u6d3b\u7528\u3057\u305f\u30a2\u30d7\u30ea\u5411\u3051\u306b\u3001\u9ad8\u6027\u80fd\u3067\u30b3\u30b9\u30c8\u52b9\u7387\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u304a\u63a2\u3057\u3067\u3059\u304b\uff1fCouchbase\u306e\u7d71\u5408\u30c7\u30fc\u30bf\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u3092\u306f\u3058\u3081\u3068\u3059\u308b\u591a\u304f\u306e\u91cd\u8981\u5206\u91ce\u306b\u304a\u3044\u3066\u3001MongoDB\u2122\u3092\u660e\u78ba\u306b\u51cc\u99d5\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u65b0\u3057\u3044\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u30ec\u30dd\u30fc\u30c8\u3067\u306f\u3001\u30d9\u30af\u30c8\u30eb\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306e\u6a19\u6e96\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u30b9\u30a4\u30fc\u30c8\u3067\u3042\u308bVectorDBBench\u3092\u4f7f\u7528\u3057\u3066\u3001Couchbase 8.0\u3068MongoDB 8.0\u306eRecall\uff08\u518d\u73fe\u7387\uff09\u3001\u30ec\u30a4\u30c6\u30f3\u30b7\u30fc\u3001\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u3092\u6bd4\u8f03\u3057\u3066\u3044\u307e\u3059\u3002Couchbase\u306f\u3001\u6a19\u6e96\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u5927\u898f\u6a21\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u4e21\u65b9\u306b\u304a\u3044\u3066\u3001MongoDB\u3092\u5927\u5e45\u306b\u4e0a\u56de\u308b\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u8a18\u9332\u3057\u307e\u3057\u305f\u3002\u30ec\u30dd\u30fc\u30c8\u306b\u306f\u3001\u30c6\u30b9\u30c8\u624b\u6cd5\u3001\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u69cb\u6210\u3001\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306e\u8a73\u7d30\u306b\u52a0\u3048\u3001\u7d50\u679c\u306b\u95a2\u3059\u308b\u8003\u5bdf\u304c\u8a18\u8f09\u3055\u308c\u3066\u3044\u307e\u3059\u3002.<\/p>","protected":false},"author":85675,"featured_media":0,"menu_order":0,"template":"single-document","meta":{"_acf_changed":false,"inline_featured_image":false,"_acf":"","footnotes":""},"document-tracks":[],"class_list":["post-392","documents","type-documents","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v28.3 (Yoast SEO v28.3) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Comparing Vector Search Capabilities of MongoDB and Couchbase - Couchbase<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.couchbase.com\/ja\/document\/comparing-vector-search-capabilities-of-mongodb-and-couchbase-by-benchmarking-using-vectordbbench\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Comparing Vector Search Capabilities of MongoDB and Couchbase\" \/>\n<meta property=\"og:description\" content=\"In the market for a high-performance, cost-efficient database for your AI-powered apps? Vector search is just one of many critical areas where Couchbase\u2019s unified data platform measurably beats MongoDB\u2122. This new vector search benchmark report compares Couchbase 8.0 and MongoDB 8.0 for recall, latency, and throughput using VectorDBBench, the standard benchmarking suite for vector workloads. Couchbase significantly outperformed MongoDB for both standard and large-scale datasets: The report includes full details of the testing methodology, hardware setups, and workloads, plus a discussion of the results.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.couchbase.com\/ja\/document\/comparing-vector-search-capabilities-of-mongodb-and-couchbase-by-benchmarking-using-vectordbbench\/\" \/>\n<meta property=\"og:site_name\" content=\"Couchbase\" \/>\n<meta property=\"article:modified_time\" content=\"2026-07-21T18:48:26+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.couchbase.com\\\/ja\\\/document\\\/comparing-vector-search-capabilities-of-mongodb-and-couchbase-by-benchmarking-using-vectordbbench\\\/\",\"url\":\"https:\\\/\\\/www.couchbase.com\\\/ja\\\/document\\\/comparing-vector-search-capabilities-of-mongodb-and-couchbase-by-benchmarking-using-vectordbbench\\\/\",\"name\":\"Comparing Vector Search Capabilities of MongoDB and Couchbase - Couchbase\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.couchbase.com\\\/ja\\\/#website\"},\"datePublished\":\"2026-04-30T09:03:59+00:00\",\"dateModified\":\"2026-07-21T18:48:26+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.couchbase.com\\\/ja\\\/document\\\/comparing-vector-search-capabilities-of-mongodb-and-couchbase-by-benchmarking-using-vectordbbench\\\/#breadcrumb\"},\"inLanguage\":\"ja\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.couchbase.com\\\/ja\\\/document\\\/comparing-vector-search-capabilities-of-mongodb-and-couchbase-by-benchmarking-using-vectordbbench\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.couchbase.com\\\/ja\\\/document\\\/comparing-vector-search-capabilities-of-mongodb-and-couchbase-by-benchmarking-using-vectordbbench\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.couchbase.com\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Comparing Vector Search Capabilities of MongoDB and Couchbase\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.couchbase.com\\\/ja\\\/#website\",\"url\":\"https:\\\/\\\/www.couchbase.com\\\/ja\\\/\",\"name\":\"Couchbase\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\\\/\\\/www.couchbase.com\\\/ja\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.couchbase.com\\\/ja\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ja\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/www.couchbase.com\\\/ja\\\/#organization\",\"name\":\"Couchbase\",\"url\":\"https:\\\/\\\/www.couchbase.com\\\/ja\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\\\/\\\/www.couchbase.com\\\/ja\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/www.couchbase.com\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/logo-1.svg\",\"contentUrl\":\"https:\\\/\\\/www.couchbase.com\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/logo-1.svg\",\"caption\":\"Couchbase\"},\"image\":{\"@id\":\"https:\\\/\\\/www.couchbase.com\\\/ja\\\/#\\\/schema\\\/logo\\\/image\\\/\"}}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Comparing Vector Search Capabilities of MongoDB and Couchbase - Couchbase","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.couchbase.com\/ja\/document\/comparing-vector-search-capabilities-of-mongodb-and-couchbase-by-benchmarking-using-vectordbbench\/","og_locale":"ja_JP","og_type":"article","og_title":"Comparing Vector Search Capabilities of MongoDB and Couchbase","og_description":"In the market for a high-performance, cost-efficient database for your AI-powered apps? Vector search is just one of many critical areas where Couchbase\u2019s unified data platform measurably beats MongoDB\u2122. This new vector search benchmark report compares Couchbase 8.0 and MongoDB 8.0 for recall, latency, and throughput using VectorDBBench, the standard benchmarking suite for vector workloads. Couchbase significantly outperformed MongoDB for both standard and large-scale datasets: The report includes full details of the testing methodology, hardware setups, and workloads, plus a discussion of the results.","og_url":"https:\/\/www.couchbase.com\/ja\/document\/comparing-vector-search-capabilities-of-mongodb-and-couchbase-by-benchmarking-using-vectordbbench\/","og_site_name":"Couchbase","article_modified_time":"2026-07-21T18:48:26+00:00","twitter_card":"summary_large_image","schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.couchbase.com\/ja\/document\/comparing-vector-search-capabilities-of-mongodb-and-couchbase-by-benchmarking-using-vectordbbench\/","url":"https:\/\/www.couchbase.com\/ja\/document\/comparing-vector-search-capabilities-of-mongodb-and-couchbase-by-benchmarking-using-vectordbbench\/","name":"Comparing Vector Search Capabilities of MongoDB and Couchbase - Couchbase","isPartOf":{"@id":"https:\/\/www.couchbase.com\/ja\/#website"},"datePublished":"2026-04-30T09:03:59+00:00","dateModified":"2026-07-21T18:48:26+00:00","breadcrumb":{"@id":"https:\/\/www.couchbase.com\/ja\/document\/comparing-vector-search-capabilities-of-mongodb-and-couchbase-by-benchmarking-using-vectordbbench\/#breadcrumb"},"inLanguage":"ja","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.couchbase.com\/ja\/document\/comparing-vector-search-capabilities-of-mongodb-and-couchbase-by-benchmarking-using-vectordbbench\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.couchbase.com\/ja\/document\/comparing-vector-search-capabilities-of-mongodb-and-couchbase-by-benchmarking-using-vectordbbench\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.couchbase.com\/"},{"@type":"ListItem","position":2,"name":"Comparing Vector Search Capabilities of MongoDB and Couchbase"}]},{"@type":"WebSite","@id":"https:\/\/www.couchbase.com\/ja\/#website","url":"https:\/\/www.couchbase.com\/ja\/","name":"Couchbase","description":"","publisher":{"@id":"https:\/\/www.couchbase.com\/ja\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.couchbase.com\/ja\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ja"},{"@type":"Organization","@id":"https:\/\/www.couchbase.com\/ja\/#organization","name":"Couchbase","url":"https:\/\/www.couchbase.com\/ja\/","logo":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/www.couchbase.com\/ja\/#\/schema\/logo\/image\/","url":"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/07\/logo-1.svg","contentUrl":"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/07\/logo-1.svg","caption":"Couchbase"},"image":{"@id":"https:\/\/www.couchbase.com\/ja\/#\/schema\/logo\/image\/"}}]}},"acf":[],"_links":{"self":[{"href":"https:\/\/www.couchbase.com\/ja\/wp-json\/wp\/v2\/documents\/392","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.couchbase.com\/ja\/wp-json\/wp\/v2\/documents"}],"about":[{"href":"https:\/\/www.couchbase.com\/ja\/wp-json\/wp\/v2\/types\/documents"}],"author":[{"embeddable":true,"href":"https:\/\/www.couchbase.com\/ja\/wp-json\/wp\/v2\/users\/85675"}],"version-history":[{"count":0,"href":"https:\/\/www.couchbase.com\/ja\/wp-json\/wp\/v2\/documents\/392\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.couchbase.com\/ja\/wp-json\/wp\/v2\/media?parent=392"}],"wp:term":[{"taxonomy":"document-tracks","embeddable":true,"href":"https:\/\/www.couchbase.com\/ja\/wp-json\/wp\/v2\/document-tracks?post=392"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}