{"id":2257,"date":"2026-04-09T12:24:29","date_gmt":"2026-04-09T09:24:29","guid":{"rendered":"https:\/\/shareai.now\/?p=2257"},"modified":"2026-04-14T03:20:12","modified_gmt":"2026-04-14T00:20:12","slug":"llms-ai%e3%83%a2%e3%83%87%e3%83%ab%e3%82%92%e7%b0%a1%e5%8d%98%e3%81%ab%e6%af%94%e8%bc%83%e3%81%99%e3%82%8b","status":"publish","type":"post","link":"https:\/\/shareai.now\/ja\/%e3%83%96%e3%83%ad%e3%82%b0\/%e4%b8%80%e8%88%ac\/llms-ai%e3%83%a2%e3%83%87%e3%83%ab%e3%82%92%e7%b0%a1%e5%8d%98%e3%81%ab%e6%af%94%e8%bc%83%e3%81%99%e3%82%8b\/","title":{"rendered":"LLM\u3084AI\u30e2\u30c7\u30eb\u3092\u7c21\u5358\u306b\u6bd4\u8f03\u3059\u308b\u65b9\u6cd5"},"content":{"rendered":"<p>1. AI\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u306f\u6df7\u96d1\u3057\u3066\u3044\u307e\u3059\u2014<strong>2. LLMs\u3001\u30d3\u30b8\u30e7\u30f3\u3001\u97f3\u58f0\u3001\u7ffb\u8a33<\/strong>, 3. \u3001\u305d\u3057\u3066\u3055\u3089\u306b\u591a\u304f\u3002\u9069\u5207\u306a\u30e2\u30c7\u30eb\u3092\u9078\u3076\u3053\u3068\u304c\u3001\u3042\u306a\u305f\u306e <strong>4. \u54c1\u8cea\u3001\u9045\u5ef6\u3001\u30b3\u30b9\u30c8\u3092\u6c7a\u5b9a\u3057\u307e\u3059<\/strong>. 5. \u3002\u3057\u304b\u3057\u3001\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u9593\u306e\u6bd4\u8f03\u306b\u306f10\u500b\u306eSDK\u3084\u6570\u65e5\u9593\u306e\u624b\u9593\u304c\u5fc5\u8981\u3067\u3042\u308b\u3079\u304d\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u3053\u306e\u30ac\u30a4\u30c9\u3067\u306f\u3001\u30e2\u30c7\u30eb\u3092\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306e\u5b9f\u7528\u7684\u306a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3068\u3001 <strong>\u30b7\u30a7\u30a2AI<\/strong> 6. 1\u3064\u306eAPI\u3067\u30e2\u30c7\u30eb\u3092\u6bd4\u8f03\u3001A\/B\u30c6\u30b9\u30c8\u3001\u5207\u308a\u66ff\u3048\u3067\u304d\u308b\u65b9\u6cd5\u3092\u793a\u3057\u307e\u3059 <strong>7. \u7d71\u4e00\u3055\u308c\u305f\u5206\u6790<\/strong> \u3068 <strong>8. TL;DR:<\/strong>.<\/p>\n\n\n\n<p><em>9. \u6210\u529f\u3092\u5b9a\u7fa9\u3057\u3001\u5c0f\u3055\u306a\u8a55\u4fa1\u30bb\u30c3\u30c8\u3092\u69cb\u7bc9\u3057\u3001\u5b9f\u969b\u306e\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u3067A\/B\u30c6\u30b9\u30c8\u3092\u884c\u3044\u3001\u6a5f\u80fd\u3054\u3068\u306b\u6c7a\u5b9a\u3057\u307e\u3059\u3002ShareAI\u3092\u4f7f\u7528\u3057\u3066\u5019\u88dc\u3092\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u3057\u3001<\/em> 10. p50\/p95 <strong>11. $ per 1K tokens<\/strong> \u3068 <strong>12. \u3092\u8ffd\u8de1\u3057\u3001\u305d\u306e\u5f8c<\/strong>, 13. \u30dd\u30ea\u30b7\u30fc\u30a8\u30a4\u30ea\u30a2\u30b9 <strong>14. \u3092\u52dd\u8005\u306b\u5207\u308a\u66ff\u3048\u307e\u3059\u3002<\/strong> \u52dd\u8005\u3078\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u306a\u305cAI\u30e2\u30c7\u30eb\u306e\u6bd4\u8f03\u304c\u91cd\u8981\u306a\u306e\u304b<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u9055\u3044:<\/strong> \u3042\u308b\u30e2\u30c7\u30eb\u306f\u8981\u7d04\u306b\u512a\u308c\u3001\u5225\u306e\u30e2\u30c7\u30eb\u306f\u591a\u8a00\u8a9eQA\u3084\u6839\u62e0\u306e\u3042\u308b\u62bd\u51fa\u3067\u8f1d\u304f\u3002\u30d3\u30b8\u30e7\u30f3\u3067\u306f\u3001\u3042\u308bOCR\u304c\u8acb\u6c42\u66f8\u306b\u512a\u308c\u3066\u3044\u308b\u4e00\u65b9\u3067\u3001\u5225\u306eOCR\u306fID\u3084\u9818\u53ce\u66f8\u306b\u9069\u3057\u3066\u3044\u308b\u3002.<\/li>\n\n\n\n<li><strong>\u30b3\u30b9\u30c8\u6700\u9069\u5316:<\/strong> \u9ad8\u6027\u80fd\u30e2\u30c7\u30eb\u306f\u7d20\u6674\u3089\u3057\u3044\u304b\u3082\u3057\u308c\u306a\u3044\u304c\u3001\u3059\u3079\u3066\u306e\u5834\u9762\u3067\u305d\u3046\u3068\u306f\u9650\u3089\u306a\u3044\u3002\u6bd4\u8f03\u3059\u308b\u3053\u3068\u3067\u3001 <strong>\u8efd\u91cf\/\u4f4e\u30b3\u30b9\u30c8<\/strong> \u306e\u9078\u629e\u80a2\u304c\u300c\u5341\u5206\u826f\u3044\u300d\u5834\u6240\u3092\u793a\u3059\u3002\u201c<\/li>\n\n\n\n<li><strong>\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u9069\u5408\u6027:<\/strong> \u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3001\u6587\u66f8\u89e3\u6790\u30c4\u30fc\u30eb\u3001\u52d5\u753b\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306f\u975e\u5e38\u306b\u7570\u306a\u308b\u5f37\u307f\u3092\u5fc5\u8981\u3068\u3059\u308b\u3002.<\/li>\n\n\n\n<li><strong>\u4fe1\u983c\u6027\u3068\u30ab\u30d0\u30ec\u30c3\u30b8:<\/strong> \u7a3c\u50cd\u6642\u9593\u3001\u5730\u57df\u7684\u306a\u5229\u7528\u53ef\u80fd\u6027\u3001\u30ec\u30fc\u30c8\u5236\u9650\u306f\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306b\u3088\u3063\u3066\u7570\u306a\u308b\u2014\u6bd4\u8f03\u3059\u308b\u3053\u3068\u3067\u771f\u306eSLO\u30c8\u30ec\u30fc\u30c9\u30aa\u30d5\u304c\u660e\u3089\u304b\u306b\u306a\u308b\u3002.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">LLM\u3068AI\u30e2\u30c7\u30eb\u3092\u6bd4\u8f03\u3059\u308b\u65b9\u6cd5\uff08\u5b9f\u8df5\u7684\u306a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\uff09<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">1) \u30bf\u30b9\u30af\u3068\u6210\u529f\u57fa\u6e96\u3092\u5b9a\u7fa9\u3059\u308b<\/h3>\n\n\n\n<p>\u7c21\u5358\u306a\u30bf\u30b9\u30af\u5206\u985e\uff08\u30c1\u30e3\u30c3\u30c8\u3001\u8981\u7d04\u3001\u5206\u985e\u3001\u62bd\u51fa\u3001OCR\u3001STT\/TTS\u3001\u7ffb\u8a33\uff09\u3092\u4f5c\u6210\u3057\u3001\u6307\u6a19\u3092\u9078\u3076:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u54c1\u8cea:<\/strong> 1. \u6b63\u78ba\u6027\/\u610f\u5473\u306e\u6b63\u78ba\u6027\u3001\u6839\u62e0\u6027\/\u5e7b\u899a\u7387\u3001\u30c4\u30fc\u30eb\u4f7f\u7528\u6210\u529f\u7387\u3002.<\/li>\n\n\n\n<li><strong>2. \u30ec\u30a4\u30c6\u30f3\u30b7\u30fc\uff1a<\/strong> <strong>11. $ per 1K tokens<\/strong> 3. \u304a\u3088\u3073UX SLO\u306b\u57fa\u3065\u304f\u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\u3002.<\/li>\n\n\n\n<li><strong>4. \u30b3\u30b9\u30c8\uff1a<\/strong> <strong>12. \u3092\u8ffd\u8de1\u3057\u3001\u305d\u306e\u5f8c<\/strong> 5. \uff08LLM\uff09\u3001\u30ea\u30af\u30a8\u30b9\u30c8\/\u5206\u3042\u305f\u308a\u306e\u4fa1\u683c\uff08\u97f3\u58f0\/\u30d3\u30b8\u30e7\u30f3\uff09\u3002.<\/li>\n\n\n\n<li><strong>6. \u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u3068\u5b89\u5b9a\u6027\uff1a<\/strong> 7. \u30ec\u30fc\u30c8\u5236\u9650\u306e\u6319\u52d5\u3001\u30ea\u30c8\u30e9\u30a4\u3001\u30d5\u30a9\u30fc\u30eb\u30d0\u30c3\u30af\u306e\u5f71\u97ff\u3002.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">8. 2) \u8efd\u91cf\u306a\u8a55\u4fa1\u30bb\u30c3\u30c8\u3092\u69cb\u7bc9\u3059\u308b<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>9. \u30b4\u30fc\u30eb\u30c7\u30f3\u30bb\u30c3\u30c8\u3092\u4f7f\u7528\u3059\u308b <strong>10. \uff0820\uff5e200\u30b5\u30f3\u30d7\u30eb\uff09\u3068\u30a8\u30c3\u30b8\u30b1\u30fc\u30b9\u3002<\/strong> 11. OCR\/\u30d3\u30b8\u30e7\u30f3\uff1a.<\/li>\n\n\n\n<li><strong>12. \u8acb\u6c42\u66f8\u3001\u9818\u53ce\u66f8\u3001ID\u3001\u30ce\u30a4\u30ba\u306e\u591a\u3044\/\u4f4e\u7167\u5ea6\u306e\u753b\u50cf\u3002<\/strong> 13. \u97f3\u58f0\uff1a.<\/li>\n\n\n\n<li><strong>14. \u30af\u30ea\u30fc\u30f3\u5bfe\u30ce\u30a4\u30ba\u306e\u3042\u308b\u97f3\u58f0\u3001\u30a2\u30af\u30bb\u30f3\u30c8\u3001\u8a71\u8005\u5206\u96e2\u3002<\/strong> \u30af\u30ea\u30fc\u30f3\u306a\u97f3\u58f0 vs \u30ce\u30a4\u30ba\u306e\u591a\u3044\u97f3\u58f0\u3001\u30a2\u30af\u30bb\u30f3\u30c8\u3001\u8a71\u8005\u5206\u96e2\u3002.<\/li>\n\n\n\n<li><strong>\u7ffb\u8a33\uff1a<\/strong> \u30c9\u30e1\u30a4\u30f3\uff08\u6cd5\u5f8b\/\u533b\u7642\/\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\uff09\u3001\u65b9\u5411\u6027\u3001\u30ea\u30bd\u30fc\u30b9\u306e\u5c11\u306a\u3044\u8a00\u8a9e\u3002.<\/li>\n\n\n\n<li>\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u306b\u6ce8\u610f\uff1aPII\u3092\u524a\u9664\u3059\u308b\u304b\u3001\u5408\u6210\u30d0\u30ea\u30a2\u30f3\u30c8\u3092\u4f7f\u7528\u3059\u308b\u3002.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">3) A\/B\u30c6\u30b9\u30c8\u3068\u30b7\u30e3\u30c9\u30fc\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u3092\u5b9f\u884c\u3059\u308b<\/h3>\n\n\n\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u4e00\u5b9a\u306b\u4fdd\u3061\u3001\u30e2\u30c7\u30eb\/\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u3092\u5909\u66f4\u3059\u308b\u3002\u5404\u30ea\u30af\u30a8\u30b9\u30c8\u306b\u30bf\u30b0\u3092\u4ed8\u3051\u308b\uff1a <code>\u6a5f\u80fd<\/code>, <code>\u30c6\u30ca\u30f3\u30c8<\/code>, <code>\u5730\u57df<\/code>, <code>\u30e2\u30c7\u30eb<\/code>, <code>\u30d7\u30ed\u30f3\u30d7\u30c8\u30d0\u30fc\u30b8\u30e7\u30f3<\/code>. \u30b9\u30e9\u30a4\u30b9\uff08\u30d7\u30e9\u30f3\u3001\u30b3\u30db\u30fc\u30c8\u3001\u5730\u57df\uff09\u3054\u3068\u306b\u96c6\u8a08\u3057\u3066\u3001\u52dd\u8005\u304c\u7570\u306a\u308b\u5834\u6240\u3092\u78ba\u8a8d\u3059\u308b\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4) \u5206\u6790\u3057\u3066\u6c7a\u5b9a\u3059\u308b<\/h3>\n\n\n\n<p>\u30d7\u30ed\u30c3\u30c8\u3059\u308b <strong>\u30b3\u30b9\u30c8\u2013\u54c1\u8cea\u306e\u30d5\u30ed\u30f3\u30c6\u30a3\u30a2<\/strong>. \u30d7\u30ec\u30df\u30a2\u30e0\u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3059\u308b <strong>\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u3067\u9ad8\u3044\u5f71\u97ff\u529b<\/strong> \u30d1\u30b9; \u30d0\u30c3\u30c1\/\u4f4e\u5f71\u97ff\u3092\u30eb\u30fc\u30c8\u306b <strong>\u30b3\u30b9\u30c8\u6700\u9069\u5316<\/strong> \u30aa\u30d7\u30b7\u30e7\u30f3\u3002\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u304c\u4fa1\u683c\/\u30e2\u30c7\u30eb\u3092\u5909\u66f4\u3057\u305f\u5834\u5408\u3084\u6bce\u6708\u518d\u8a55\u4fa1\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u6e2c\u5b9a\u3059\u3079\u304d\u3082\u306e\uff08LLM + \u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\uff09<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u30c6\u30ad\u30b9\u30c8 \/ LLM:<\/strong> \u30bf\u30b9\u30af\u30b9\u30b3\u30a2\u3001\u6839\u62e0\u6027\u3001\u62d2\u5426\/\u5b89\u5168\u6027\u3001\u30c4\u30fc\u30eb\u30b3\u30fc\u30eb\u6210\u529f\u7387\u3001, <strong>11. $ per 1K tokens<\/strong>, <strong>12. \u3092\u8ffd\u8de1\u3057\u3001\u305d\u306e\u5f8c<\/strong>.<\/li>\n\n\n\n<li><strong>\u30d3\u30b8\u30e7\u30f3 \/ OCR:<\/strong> \u30d5\u30a3\u30fc\u30eb\u30c9\u30ec\u30d9\u30eb\u306e\u6b63\u78ba\u6027\u3001\u6587\u66f8\u30bf\u30a4\u30d7\u306e\u6b63\u78ba\u6027\u3001\u9045\u5ef6\u3001\u30ea\u30af\u30a8\u30b9\u30c8\u3054\u3068\u306e\u4fa1\u683c\u3002.<\/li>\n\n\n\n<li><strong>\u97f3\u58f0\uff08STT\/TTS\uff09\uff1a<\/strong> WER\/MOS\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30d5\u30a1\u30af\u30bf\u30fc\u3001\u30af\u30ea\u30c3\u30d4\u30f3\u30b0\/\u30aa\u30fc\u30d0\u30fc\u30e9\u30c3\u30d7\u51e6\u7406\u3001\u5730\u57df\u306e\u53ef\u7528\u6027\u3002.<\/li>\n\n\n\n<li><strong>\u7ffb\u8a33\uff1a<\/strong> BLEU\/COMET\u30d7\u30ed\u30ad\u30b7\u3001\u7528\u8a9e\u306e\u9806\u5b88\u3001\u8a00\u8a9e\u30ab\u30d0\u30ec\u30c3\u30b8\u3001\u4fa1\u683c\u3002.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">ShareAI\u304c\u30e2\u30c7\u30eb\u6bd4\u8f03\u3092\u652f\u63f4\u3059\u308b\u65b9\u6cd5<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"547\" src=\"https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/shareai-1024x547.jpg\" alt=\"shareai\" class=\"wp-image-1672\" srcset=\"https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/shareai-1024x547.jpg 1024w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/shareai-300x160.jpg 300w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/shareai-768x410.jpg 768w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/shareai-1536x820.jpg 1536w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/shareai.jpg 1896w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>1\u3064\u306eAPI\u3067150\u4ee5\u4e0a\u306e\u30e2\u30c7\u30eb\u306b\u5bfe\u5fdc\uff1a<\/strong> \u7d71\u4e00\u3055\u308c\u305f\u30b9\u30ad\u30fc\u30de\u3067\u7570\u306a\u308b\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u3092\u547c\u3073\u51fa\u3059 <strong>\u7d71\u4e00\u30b9\u30ad\u30fc\u30de<\/strong> \u3068 <strong>\u30e2\u30c7\u30eb\u30a8\u30a4\u30ea\u30a2\u30b9<\/strong>\u2014\u66f8\u304d\u63db\u3048\u306a\u3057\u3002\u4ee5\u4e0b\u3067\u63a2\u7d22 <a href=\"https:\/\/shareai.now\/models\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=compare-llms-ai-models-easily\">\u30e2\u30c7\u30eb\u30de\u30fc\u30b1\u30c3\u30c8\u30d7\u30ec\u30a4\u30b9<\/a>.<\/li>\n\n\n\n<li><strong>\u30dd\u30ea\u30b7\u30fc\u99c6\u52d5\u578b\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\uff1a<\/strong> \u5019\u88dc\uff08A\/B\uff09\u306b%\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u3092\u9001\u4fe1\u3001\u30df\u30e9\u30fc <strong>\u30b7\u30e3\u30c9\u30a6<\/strong> \u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u3001\u307e\u305f\u306f\u30e2\u30c7\u30eb\u3092\u9078\u629e <strong>\u6700\u5b89\/\u6700\u901f\/\u4fe1\u983c\u6027\/\u6e96\u62e0<\/strong>.<\/li>\n\n\n\n<li><strong>\u7d71\u4e00\u30c6\u30ec\u30e1\u30c8\u30ea\u30fc\uff1a<\/strong> \u30c8\u30e9\u30c3\u30ad\u30f3\u30b0 <strong>11. $ per 1K tokens<\/strong>, \u3001\u6210\u529f\/\u30a8\u30e9\u30fc\u5206\u985e\u3001, <strong>12. \u3092\u8ffd\u8de1\u3057\u3001\u305d\u306e\u5f8c<\/strong>, \u3001\u304a\u3088\u3073\u30b3\u30b9\u30c8 <strong>\u6a5f\u80fd\/\u30c6\u30ca\u30f3\u30c8\/\u30d7\u30e9\u30f3\u3054\u3068<\/strong> 1\u3064\u306e\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3067\u3002.<\/li>\n\n\n\n<li><strong>\u652f\u51fa\u7ba1\u7406\uff1a<\/strong> \u4e88\u7b97\u3001\u4e0a\u9650\u3001\u30a2\u30e9\u30fc\u30c8\u3067\u8ca1\u52d9\u90e8\u9580\u3092\u9a5a\u304b\u305b\u306a\u3044\u8a55\u4fa1\u3092\u5b9f\u73fe\u3002.<\/li>\n\n\n\n<li><strong>\u30af\u30ed\u30b9\u30e2\u30c0\u30ea\u30c6\u30a3\u30b5\u30dd\u30fc\u30c8\uff1a<\/strong> LLM\u3001OCR\/\u30d3\u30b8\u30e7\u30f3\u3001STT\/TTS\u3001\u7ffb\u8a33\u2014\u30ab\u30c6\u30b4\u30ea\u9593\u3067\u516c\u5e73\u306b\u8a55\u4fa1\u3057\u307e\u3059\u3002.<\/li>\n\n\n\n<li><strong>\u5b89\u5168\u306b\u52dd\u8005\u306b\u5207\u308a\u66ff\u3048:<\/strong> \u30e2\u30c7\u30eb\u3092\u9078\u3093\u3060\u3089\u3001 <strong>14. \u3092\u52dd\u8005\u306b\u5207\u308a\u66ff\u3048\u307e\u3059\u3002<\/strong> \u305d\u308c\u3092\u6307\u3059\u3088\u3046\u306b\u5207\u308a\u66ff\u3048\u2014\u30a2\u30d7\u30ea\u306e\u5909\u66f4\u306f\u4e0d\u8981\u3067\u3059\u3002.<\/li>\n<\/ul>\n\n\n\n<p>\u30e9\u30a4\u30d6\u3067\u8a66\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044 <a href=\"https:\/\/console.shareai.now\/chat\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=compare-llms-ai-models-easily\">\u30c1\u30e3\u30c3\u30c8\u30d7\u30ec\u30a4\u30b0\u30e9\u30a6\u30f3\u30c9<\/a> \u305d\u3057\u3066\u8aad\u3093\u3067\u304f\u3060\u3055\u3044 <a href=\"https:\/\/shareai.now\/docs\/api\/using-the-api\/getting-started-with-shareai-api\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=compare-llms-ai-models-easily\">API\u5165\u9580\u30ac\u30a4\u30c9<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">FAQ: LLM\u3068AI\u30e2\u30c7\u30eb\u306e\u6bd4\u8f03<\/h2>\n\n\n\n<p><strong>SaaS\u5411\u3051LLM\u3092\u6bd4\u8f03\u3059\u308b\u65b9\u6cd5\u306f\uff1f<\/strong> \u30bf\u30b9\u30af\u6307\u6a19\u3092\u5b9a\u7fa9\u3057\u3001\u5c0f\u3055\u306a\u8a55\u4fa1\u30bb\u30c3\u30c8\u3092\u4f5c\u6210\u3057\u3001\u30e9\u30a4\u30d6\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u3067A\/B\u30c6\u30b9\u30c8\u3092\u884c\u3044\u3001 <strong>\u6a5f\u80fd<\/strong>. \u306b\u57fa\u3065\u3044\u3066\u6c7a\u5b9a\u3057\u307e\u3059\u3002ShareAI\u3092\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u3068\u30c6\u30ec\u30e1\u30c8\u30ea\u306b\u4f7f\u7528\u3057\u3066\u304f\u3060\u3055\u3044\u3002.<\/p>\n\n\n\n<p><strong>LLM\u306eA\/B\u30c6\u30b9\u30c8\u3068\u30b7\u30e3\u30c9\u30fc\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u306e\u6bd4\u8f03\u65b9\u6cd5\u306f\uff1f<\/strong> \u3092\u9001\u4fe1\u3057\u3066\u304f\u3060\u3055\u3044 <strong>\u5272\u5408<\/strong> \u5019\u88dc\u30e2\u30c7\u30eb\uff08A\/B\uff09\u3078\uff1b; <strong>\u30df\u30e9\u30fc<\/strong> \u30ea\u30b9\u30af\u306e\u306a\u3044\u8a55\u4fa1\u306e\u305f\u3081\u306e\u30b7\u30e3\u30c9\u30a6\u3068\u3057\u3066\u306e\u30b3\u30d4\u30fc\u3002.<\/p>\n\n\n\n<p><strong>\u3069\u306e\u8a55\u4fa1\u6307\u6a19\u304c\u91cd\u8981\u304b\uff08LLM\uff09\uff1f<\/strong> \u30bf\u30b9\u30af\u306e\u6b63\u78ba\u6027\u3001\u6839\u62e0\u6027\u3001\u30c4\u30fc\u30eb\u4f7f\u7528\u306e\u6210\u529f\u7387\u3001, <strong>11. $ per 1K tokens<\/strong>, <strong>12. \u3092\u8ffd\u8de1\u3057\u3001\u305d\u306e\u5f8c<\/strong>.<\/p>\n\n\n\n<p><strong>OCR API\u3092\u3069\u306e\u3088\u3046\u306b\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3059\u308b\u304b\uff08\u8acb\u6c42\u66f8\/ID\/\u9818\u53ce\u66f8\uff09\uff1f<\/strong> \u6587\u66f8\u30bf\u30a4\u30d7\u3054\u3068\u306e\u30d5\u30a3\u30fc\u30eb\u30c9\u30ec\u30d9\u30eb\u306e\u6b63\u78ba\u6027\u3092\u4f7f\u7528\uff1b\u30ec\u30a4\u30c6\u30f3\u30b7\u30fc\u3068\u30ea\u30af\u30a8\u30b9\u30c8\u3054\u3068\u306e\u4fa1\u683c\u3092\u6bd4\u8f03\uff1b\u30ce\u30a4\u30ba\u306e\u3042\u308b\u30b9\u30ad\u30e3\u30f3\u3092\u542b\u3081\u308b\u3002.<\/p>\n\n\n\n<p><strong>\u97f3\u58f0\u30e2\u30c7\u30eb\u306b\u3064\u3044\u3066\u306f\u3069\u3046\u304b\uff1f<\/strong> \u6e2c\u5b9a <strong>WER<\/strong>, \u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u4fc2\u6570\u3001\u5730\u57df\u306e\u5229\u7528\u53ef\u80fd\u6027\uff1b\u30ce\u30a4\u30ba\u306e\u3042\u308b\u97f3\u58f0\u3068\u8a71\u8005\u5206\u96e2\u3092\u78ba\u8a8d\u3002.<\/p>\n\n\n\n<p><strong>\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3068\u30d7\u30ed\u30d7\u30e9\u30a4\u30a8\u30bf\u30eaLLM\u3092\u3069\u306e\u3088\u3046\u306b\u6bd4\u8f03\u3059\u308b\u304b\uff1f<\/strong> \u30d7\u30ed\u30f3\u30d7\u30c8\/\u30b9\u30ad\u30fc\u30de\u3092\u5b89\u5b9a\u3055\u305b\u308b\uff1b\u540c\u3058\u8a55\u4fa1\u3092\u5b9f\u884c\uff1b\u542b\u3081\u308b <strong>\u30b3\u30b9\u30c8<\/strong> \u3068 <strong>\u30ec\u30a4\u30c6\u30f3\u30b7\u30fc<\/strong> \u54c1\u8cea\u3068\u4e26\u3093\u3067\u3002.<\/p>\n\n\n\n<p><strong>\u5e7b\u899a\u3092\u6e1b\u3089\u3059\u65b9\u6cd5 \/ \u6839\u62e0\u3092\u6e2c\u5b9a\u3059\u308b\u65b9\u6cd5\u306f\uff1f<\/strong> \u691c\u7d22\u5f37\u5316\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u4f7f\u7528\u3057\u3001\u5f15\u7528\u3092\u5f37\u5236\u3057\u3001\u30e9\u30d9\u30eb\u4ed8\u304d\u30bb\u30c3\u30c8\u3067\u4e8b\u5b9f\u306e\u4e00\u8cab\u6027\u3092\u8a55\u4fa1\u3057\u307e\u3059\u3002.<\/p>\n\n\n\n<p><strong>\u66f8\u304d\u63db\u3048\u306a\u3057\u3067\u30e2\u30c7\u30eb\u3092\u5207\u308a\u66ff\u3048\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u3059\u304b\uff1f<\/strong> \u306f\u3044\u2014ShareAI\u3092\u4f7f\u7528\u3057\u3066\u304f\u3060\u3055\u3044\u3002 <strong>\u7d71\u4e00\u3055\u308c\u305fAPI<\/strong> \u3068 <strong>\u30a8\u30a4\u30ea\u30a2\u30b9\/\u30dd\u30ea\u30b7\u30fc<\/strong> \u57fa\u790e\u3068\u306a\u308b\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u3092\u5207\u308a\u66ff\u3048\u308b\u305f\u3081\u306b\u3002.<\/p>\n\n\n\n<p><strong>\u8a55\u4fa1\u4e2d\u306b\u4e88\u7b97\u3092\u3069\u3046\u7ba1\u7406\u3057\u307e\u3059\u304b\uff1f<\/strong> \u8a2d\u5b9a <strong>\u4e0a\u9650\/\u30a2\u30e9\u30fc\u30c8<\/strong> \u30c6\u30ca\u30f3\u30c8\/\u6a5f\u80fd\u3054\u3068\u306b\u8a2d\u5b9a\u3057\u3001\u30d0\u30c3\u30c1\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3092 <strong>\u30b3\u30b9\u30c8\u6700\u9069\u5316<\/strong> \u30dd\u30ea\u30b7\u30fc\u306b\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u3057\u307e\u3059\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u7d50\u8ad6<\/h2>\n\n\n\n<p><strong>AI\u30e2\u30c7\u30eb\u306e\u6bd4\u8f03\u306f\u91cd\u8981\u3067\u3059\u3002<\/strong>\u2014\u6027\u80fd\u3001\u30b3\u30b9\u30c8\u3001\u4fe1\u983c\u6027\u306e\u305f\u3081\u306b\u3002\u30d7\u30ed\u30bb\u30b9\u3092\u78ba\u7acb\u3057\u3066\u304f\u3060\u3055\u3044\u3002 <strong>\u30d7\u30ed\u30bb\u30b9<\/strong>, \u3001\u5358\u4e00\u306e\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u3067\u306f\u306a\u304f: \u6210\u529f\u3092\u5b9a\u7fa9\u3057\u3001\u8fc5\u901f\u306b\u30c6\u30b9\u30c8\u3057\u3001\u7e70\u308a\u8fd4\u3057\u307e\u3059\u3002 <strong>\u30b7\u30a7\u30a2AI<\/strong>, \u3001\u5168\u4f53\u3092\u8a55\u4fa1\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059 <strong>150\u4ee5\u4e0a\u306e\u30e2\u30c7\u30eb<\/strong>, \u3001\u540c\u6761\u4ef6\u306e\u30c6\u30ec\u30e1\u30c8\u30ea\u3092\u53ce\u96c6\u3057\u3001 <strong>\u5b89\u5168\u306b\u5207\u308a\u66ff\u3048<\/strong> \u30dd\u30ea\u30b7\u30fc\u3068\u30a8\u30a4\u30ea\u30a2\u30b9\u3092\u4ecb\u3057\u3066\u2014\u5e38\u306b\u5404\u30b8\u30e7\u30d6\u306b\u9069\u3057\u305f\u30e2\u30c7\u30eb\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002.<\/p>\n\n\n\n<p>\u30e2\u30c7\u30eb\u3092\u63a2\u7d22\u3059\u308b <a href=\"https:\/\/shareai.now\/models\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=compare-llms-ai-models-easily\">\u30de\u30fc\u30b1\u30c3\u30c8\u30d7\u30ec\u30a4\u30b9<\/a> \u2022 \u3067\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u8a66\u3059 <a href=\"https:\/\/console.shareai.now\/chat\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=compare-llms-ai-models-easily\">\u30d7\u30ec\u30a4\u30b0\u30e9\u30a6\u30f3\u30c9<\/a> \u2022 \u3092\u8aad\u3080 <a href=\"https:\/\/shareai.now\/documentation\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=compare-llms-ai-models-easily\">\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8<\/a> \u3068 <a href=\"https:\/\/shareai.now\/docs\/api\/using-the-api\/getting-started-with-shareai-api\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=compare-llms-ai-models-easily\">API\u5165\u9580\u30ac\u30a4\u30c9<\/a> \u2022 \u3067\u30ad\u30fc\u3092\u4f5c\u6210\u3059\u308b <a href=\"https:\/\/console.shareai.now\/app\/api-key\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=compare-llms-ai-models-easily\">\u30b3\u30f3\u30bd\u30fc\u30eb<\/a><\/p>\n\n\n\n<p><\/p>","protected":false},"excerpt":{"rendered":"<p>AI\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u306f\u6df7\u96d1\u3057\u3066\u3044\u307e\u3059\u2014LLMs\u3001\u30d3\u30b8\u30e7\u30f3\u3001\u97f3\u58f0\u3001\u7ffb\u8a33\u306a\u3069\u3002\u9069\u5207\u306a\u30e2\u30c7\u30eb\u3092\u9078\u3076\u3053\u3068\u304c\u3001\u54c1\u8cea\u3001\u9045\u5ef6\u3001\u30b3\u30b9\u30c8\u3092\u6c7a\u5b9a\u3057\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u9593\u306e\u6bd4\u8f03\u306b\u306f10\u500b\u306eSDK\u3084\u6570\u65e5\u9593\u306e\u4f5c\u696d\u304c\u5fc5\u8981\u3067\u3042\u308b\u3079\u304d\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u3053\u306e\u30ac\u30a4\u30c9\u3067\u306f\u3001\u30e2\u30c7\u30eb\u3092\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306e\u5b9f\u7528\u7684\u306a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3068\u3001ShareAI\u3092\u4f7f\u7528\u3057\u30661\u3064\u306eAPI\u3068\u7d71\u4e00\u3055\u308c\u305f\u5206\u6790\u3067\u30e2\u30c7\u30eb\u3092\u6bd4\u8f03\u3001A\/B\u30c6\u30b9\u30c8\u3001\u5207\u308a\u66ff\u3048\u308b\u65b9\u6cd5\u3092\u793a\u3057\u307e\u3059\u3002\u8981\u7d04: \u6210\u529f\u3092\u5b9a\u7fa9\u3057\u3001\u5c0f\u3055\u306a\u8a55\u4fa1\u30bb\u30c3\u30c8\u3092\u69cb\u7bc9\u3057\u3001\u5b9f\u969b\u306e\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u3067A\/B\u30c6\u30b9\u30c8\u3092\u884c\u3044\u3001\u6a5f\u80fd\u3054\u3068\u306b\u6c7a\u5b9a\u3057\u307e\u3059\u3002ShareAI\u3092\u4f7f\u7528\u3057\u3066\u5019\u88dc\u3092\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u3057\u3001p50\/p95\u304a\u3088\u3073$\u30921K\u30c8\u30fc\u30af\u30f3\u3054\u3068\u306b\u8ffd\u8de1\u3057\u3001\u30dd\u30ea\u30b7\u30fc\u30a8\u30a4\u30ea\u30a2\u30b9\u3092\u52dd\u8005\u306b\u5207\u308a\u66ff\u3048\u307e\u3059\u3002<\/p>","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"cta-title":"Compare Models with ShareAI","cta-description":"One API to 150+ models, A\/B routing, shadow traffic, and unified analytics\u2014pick the right model with confidence.","cta-button-text":"Start Comparing","cta-button-link":"https:\/\/console.shareai.now\/?login=true&amp;type=login&amp;utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=compare-llms-ai-models-easily","rank_math_title":"Compare LLMs and AI Models Easily: Practical Guide [sai_current_year]","rank_math_description":"Compare LLMs and AI models easily with one API. Define metrics, A\/B test, and switch safely\u2014ShareAI adds routing, telemetry, and cost controls.","rank_math_focus_keyword":"LLMs and AI Models Easily,LLM benchmarking framework,LLM A\/B testing,shadow traffic for LLMs,p95 latency metrics,$ per 1K tokens,compare OCR APIs,speech-to-text model comparison,model routing policies","footnotes":""},"categories":[5,6],"tags":[],"class_list":["post-2257","post","type-post","status-publish","format-standard","hentry","category-general","category-insights"],"_links":{"self":[{"href":"https:\/\/shareai.now\/ja\/api\/wp\/v2\/posts\/2257","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/shareai.now\/ja\/api\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/shareai.now\/ja\/api\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/shareai.now\/ja\/api\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/shareai.now\/ja\/api\/wp\/v2\/comments?post=2257"}],"version-history":[{"count":4,"href":"https:\/\/shareai.now\/ja\/api\/wp\/v2\/posts\/2257\/revisions"}],"predecessor-version":[{"id":2263,"href":"https:\/\/shareai.now\/ja\/api\/wp\/v2\/posts\/2257\/revisions\/2263"}],"wp:attachment":[{"href":"https:\/\/shareai.now\/ja\/api\/wp\/v2\/media?parent=2257"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/shareai.now\/ja\/api\/wp\/v2\/categories?post=2257"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/shareai.now\/ja\/api\/wp\/v2\/tags?post=2257"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}