{"id":53344,"date":"2024-07-20T23:56:00","date_gmt":"2024-07-20T15:56:00","guid":{"rendered":"https:\/\/www.granitefirm.com\/blog\/?p=53344"},"modified":"2026-08-12T11:30:38","modified_gmt":"2026-08-12T03:30:38","slug":"%e7%94%9f%e6%88%90%e5%bc%8f%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e7%9a%84%e6%88%90%e6%9c%ac","status":"publish","type":"post","link":"https:\/\/www.granitefirm.com\/blog\/blog\/2024\/07\/20\/%e7%94%9f%e6%88%90%e5%bc%8f%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e7%9a%84%e6%88%90%e6%9c%ac\/","title":{"rendered":"\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u6167\u7684\u6210\u672c"},"content":{"rendered":"\n<p>\u524d\u4e9b\u5929\u6211\u767c\u8868\u4e86\u4e00\u7bc7\u8cbc\u6587\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2024\/06\/26\/%E7%82%BA%E4%BD%95%E8%BB%9F%E9%AB%94%E8%82%A1%E5%9C%A8%E4%BA%BA%E5%B7%A5%E6%99%BA%E6%85%A7%E9%A2%A8%E6%BD%AE%E4%B8%AD%E8%A1%A8%E7%8F%BE%E6%99%AE%E9%81%8D%E4%B8%8D%E4%BD%B3\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u70ba\u4f55\u8edf\u9ad4\u80a1\u5728\u4eba\u5de5\u667a\u6167\u98a8\u6f6e\u4e2d\u8868\u73fe\u666e\u904d\u4e0d\u4f73\uff1f<\/a>\u300b\uff0c\u4eca\u5929\u9019\u7bc7\u5247\u662f\u70ba\u8b80\u8005\u5217\u51fa\u4e00\u4e9b\u5be6\u969b\u7684\u7bc4\u4f8b\u548c\u6578\u5b57\u4f9b\u5927\u5bb6\u53c3\u8003\uff0c\u8b93\u8b80\u8005\u5c0d\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u6167\u7684\u6210\u672c\u6709\u6240\u6982\u5ff5\u3002<\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_89 counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"\u986f\u793a\/\u96b1\u85cf\u5167\u5bb9\u76ee\u9304\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #ffffff;color:#ffffff\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #ffffff;color:#ffffff\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2024\/07\/20\/%e7%94%9f%e6%88%90%e5%bc%8f%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e7%9a%84%e6%88%90%e6%9c%ac\/#%E4%BA%BA%E5%B7%A5%E6%99%BA%E6%85%A7%E7%9A%84%E6%88%90%E6%9C%AC%E4%B8%BB%E8%A6%81%E5%9C%A8%E9%BE%90%E5%A4%A7%E7%9A%84%E7%A1%AC%E9%AB%94%E6%94%AF%E5%87%BA\" >\u4eba\u5de5\u667a\u6167\u7684\u6210\u672c\u4e3b\u8981\u5728\u9f90\u5927\u7684\u786c\u9ad4\u652f\u51fa<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2024\/07\/20\/%e7%94%9f%e6%88%90%e5%bc%8f%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e7%9a%84%e6%88%90%e6%9c%ac\/#%E5%82%B3%E7%B5%B1%E4%BA%BA%E5%B7%A5%E6%99%BA%E6%85%A7%E7%9A%84%E6%94%AF%E5%87%BA%E8%BC%83%E4%BD%8E\" >\u50b3\u7d71\u4eba\u5de5\u667a\u6167\u7684\u652f\u51fa\u8f03\u4f4e<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2024\/07\/20\/%e7%94%9f%e6%88%90%e5%bc%8f%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e7%9a%84%e6%88%90%e6%9c%ac\/#%E5%A4%A7%E6%A8%A1%E5%9E%8B%E8%83%BD%E5%8A%9B%E5%92%8C%E7%A1%AC%E9%AB%94%E8%A6%8F%E6%A8%A1%E6%88%90%E6%AD%A3%E6%AF%94\" >\u5927\u6a21\u578b\u80fd\u529b\u548c\u786c\u9ad4\u898f\u6a21\u6210\u6b63\u6bd4<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2024\/07\/20\/%e7%94%9f%e6%88%90%e5%bc%8f%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e7%9a%84%e6%88%90%e6%9c%ac\/#%E5%B9%BE%E5%80%8B%E5%85%B8%E5%9E%8B%E7%9A%84%E4%BE%8B%E5%AD%90\" >\u5e7e\u500b\u5178\u578b\u7684\u4f8b\u5b50<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2024\/07\/20\/%e7%94%9f%e6%88%90%e5%bc%8f%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e7%9a%84%e6%88%90%e6%9c%ac\/#Anthropic%E7%9A%84%E4%BC%B0%E8%A8%88%E5%80%BC\" >Anthropic\u7684\u4f30\u8a08\u503c<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2024\/07\/20\/%e7%94%9f%e6%88%90%e5%bc%8f%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e7%9a%84%e6%88%90%e6%9c%ac\/#ChatGPT%E5%90%84%E7%89%88%E6%9C%AC%E8%8A%B1%E4%BA%86%E5%A4%9A%E5%B0%91%E9%8C%A2%EF%BC%9F\" >ChatGPT\u5404\u7248\u672c\u82b1\u4e86\u591a\u5c11\u9322\uff1f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2024\/07\/20\/%e7%94%9f%e6%88%90%e5%bc%8f%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e7%9a%84%e6%88%90%e6%9c%ac\/#%E7%9F%A5%E5%90%8D%E7%9A%84%E4%BA%BA%E5%B7%A5%E6%99%BA%E6%85%A7%E5%A4%A7%E6%A8%A1%E5%9E%8B%E7%9A%84%E8%A8%93%E7%B7%B4%E6%88%90%E6%9C%AC\" >\u77e5\u540d\u7684\u4eba\u5de5\u667a\u6167\u5927\u6a21\u578b\u7684\u8a13\u7df4\u6210\u672c<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2024\/07\/20\/%e7%94%9f%e6%88%90%e5%bc%8f%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e7%9a%84%e6%88%90%e6%9c%ac\/#%E7%9B%B8%E9%97%9C%E6%96%87%E7%AB%A0\" >\u76f8\u95dc\u6587\u7ae0<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E4%BA%BA%E5%B7%A5%E6%99%BA%E6%85%A7%E7%9A%84%E6%88%90%E6%9C%AC%E4%B8%BB%E8%A6%81%E5%9C%A8%E9%BE%90%E5%A4%A7%E7%9A%84%E7%A1%AC%E9%AB%94%E6%94%AF%E5%87%BA\"><\/span>\u4eba\u5de5\u667a\u6167\u7684\u6210\u672c\u4e3b\u8981\u5728\u9f90\u5927\u7684\u786c\u9ad4\u652f\u51fa<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u9996\u5148\uff0c\u9019\u6ce2\u4eba\u5de5\u667a\u6167\u7684\u98a8\u6f6e\u662f\u7531OpenAI\u958b\u767c\u7684ChatGPT\u9019\u985e\u7684&nbsp;\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u6167\u6240\u5f15\u767c\u7684\uff0c\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u6167\u9700\u8981\u9f90\u5927\u7684\u8cc7\u6599\u4e2d\u5fc3\u548c\u4f3a\u670d\u5668\u7684\u8cc7\u672c\u6295\u5165\uff0c\u800c\u4e14\u6bd4\u96f2\u7aef\u904b\u7b97\u9084\u8981\u9f90\u5927\u3002\u76f8\u95dc\u516c\u53f82024\u5e74\u82b1\u8cbb\u4e862,000\u5104\u7f8e\u5143\u64f4\u5efa\u8cc7\u6599\u4e2d\u5fc3\uff0c\u6bd42023\u5e74\u9ad8\u51fa50%\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%82%B3%E7%B5%B1%E4%BA%BA%E5%B7%A5%E6%99%BA%E6%85%A7%E7%9A%84%E6%94%AF%E5%87%BA%E8%BC%83%E4%BD%8E\"><\/span>\u50b3\u7d71\u4eba\u5de5\u667a\u6167\u7684\u652f\u51fa\u8f03\u4f4e<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u8acb\u6ce8\u610f\uff1a\u4eba\u5de5\u667a\u6167\u5df2\u7d93\u767c\u5c55\u8fd1\u534a\u4e16\u7d00\u4e86\uff0c\u4e00\u76f4\u5728\u9ed8\u9ed8\u6f14\u9032\u4e2d\uff0c\u53ea\u662f\u4e26\u6c92\u6709\u7372\u5f97\u8f03\u5927\u7684\u7a81\u7834\uff0c\u5ee3\u70ba\u773e\u4eba\u63a5\u53d7\u548c\u63a1\u7528\uff0c\u6216\u662f\u5f15\u767c\u98a8\u6f6e\u3002\u76f4\u5230\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u6167\u7684\u767c\u4f48\uff0c\u624d\u6539\u8b8a\u773e\u4eba\u5c0d\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u6167\u7684\u5be6\u7528\u6027\u7684\u770b\u6cd5\u3002\u800c\u4ee5\u5f80\u7684\u4eba\u5de5\u667a\u6167\u61c9\u7528\u6240\u9700\u7684\u786c\u9ad4\u5efa\u8a2d\u82b1\u8cbb\u4e0d\u9ad8\uff0c\u5c0d\u4f01\u696d\u7684\u652f\u672c\u652f\u51fa\u800c\u8a00\u6839\u672c\u5c31\u5fae\u4e0d\u8db3\u9053\u3002<\/p>\n\n\n\n<p><strong>\u8a3b<\/strong>\uff1a\u5e02\u5834\u4e0a\u4e00\u76f4\u90fd\u6709\u5927\u5927\u5c0f\u5c0f\u7684\u4eba\u5de5\u667a\u6167\u5ee0\u5546\uff0c\u4ed6\u5011\u5df1\u7d93\u5b58\u5728\u6578\u5341\u5e74\u4e86\uff0c\u53ea\u662f\u4ee5\u5f80\u6c92\u6709\u53d7\u5230\u5982\u4eca\u7684\u9ad8\u5ea6\u6ce8\u76ee\u7f77\u4e86\u3002\u6211\u5728\u8cbc\u6587\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2023\/04\/11\/%e7%be%8e%e8%82%a1%e4%b8%bb%e8%a6%81%e7%9a%84%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e4%b8%8a%e5%b8%82%e5%85%ac%e5%8f%b8\/\">\u7f8e\u80a1\u4e3b\u8981\u7684\u4eba\u5de5\u667a\u6167\u4e0a\u5e02\u516c\u53f8<\/a>\u300b\u4e2d\uff0c\u5c31\u70ba\u8b80\u8005\u5217\u51fa\u4e86\u4e00\u4e9b\u8f03\u70ba\u8457\u540d\u7684\u7f8e\u80a1\u4eba\u5de5\u667a\u6167\u7684\u4e0a\u5e02\u4f01\u696d\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%A4%A7%E6%A8%A1%E5%9E%8B%E8%83%BD%E5%8A%9B%E5%92%8C%E7%A1%AC%E9%AB%94%E8%A6%8F%E6%A8%A1%E6%88%90%E6%AD%A3%E6%AF%94\"><\/span>\u5927\u6a21\u578b\u80fd\u529b\u548c\u786c\u9ad4\u898f\u6a21\u6210\u6b63\u6bd4<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u6167\u7684\u6838\u5fc3\u5176\u5be6\u5c31\u662f\u4eba\u5de5\u667a\u6167\u7684\u5927\u578b\u8a9e\u8a00\u6a21\u578b(LLM:large language model)\uff0c\u800c\u5927\u6a21\u578b\u7684\u80fd\u529b\u548c\u898f\u6a21\u6b63\u597d\u662f\u6210\u6b63\u6bd4\u3002\u4e5f\u5c31\u662f\u5728\u8cc7\u6599\u4e2d\u5fc3\uff0c\u4f3a\u670d\u5668\uff0c\u548c\u57fa\u790e\u8a2d\u65bd\u4e0a\u7684\u652f\u6bd4\u652f\u51fa\u6108\u9ad8\uff0c\u5efa\u8a2d\u5927\u6a21\u578b\u7684\u6210\u529f\u6a5f\u7387\u6108\u9ad8\u3002<\/p>\n\n\n\n<p>\u6b63\u56e0\u5982\u6b64\uff0c\u76f8\u95dc\u7684\u516c\u53f8\u624d\u6703\u82b1\u8cbb\u9245\u8cc7\u8cfc\u8cb7\u5927\u91cf\u7684 GPU\uff0c\u7528\u4f86\u958b\u767c\u5927\u578b\u8a9e\u8a00\u6a21\u578b\u3002\u4f46\u554f\u984c\u4f86\u4e86\uff0c\u5c0d\u65bc\u50b3\u7d71\u7684\u8edf\u9ad4\u516c\u53f8\u4f86\u8aaa\uff0c\u8981\u4ee5\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u6167\u6253\u9020\u65b0\u61c9\u7528\u5834\u666f\uff0c\u5165\u9580\u7684\u9580\u6abb\u5be6\u5728\u592a\u9ad8\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%B9%BE%E5%80%8B%E5%85%B8%E5%9E%8B%E7%9A%84%E4%BE%8B%E5%AD%90\"><\/span>\u5e7e\u500b\u5178\u578b\u7684\u4f8b\u5b50<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Anthropic%E7%9A%84%E4%BC%B0%E8%A8%88%E5%80%BC\"><\/span>Anthropic\u7684\u4f30\u8a08\u503c<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><a href=\"https:\/\/www.youtube.com\/watch?v=xm6jNMSFT7g&amp;ab_channel=NorgesBankInvestmentManagement\" target=\"_blank\" rel=\"noreferrer noopener\">OpenAI\u7684\u6700\u5927\u6575\u624bAnthropic\u57f7\u884c\u9577\u57282024\u5e746\u6708\u6642\uff0c\u7576\u4ed6\u63a5\u53d7\u201cIn Good Company\u201d\u64ad\u5ba2\u63a1\u8a2a\u6642\u8868\u793a<\/a>\uff1a\u76ee\u524dAI\u6a21\u578b\u8a13\u7df4\u6210\u672c\u662f10\u5104\u7f8e\u5143\uff0c\u672a\u4f86\u4e09\u5e74\uff0c\u9019\u500b\u6578\u5b57\u53ef\u80fd\u6703\u4e0a\u5347\u5230100\u5104\u7f8e\u5143\u751a\u81f31000\u5104\u7f8e\u5143\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"ChatGPT%E5%90%84%E7%89%88%E6%9C%AC%E8%8A%B1%E4%BA%86%E5%A4%9A%E5%B0%91%E9%8C%A2%EF%BC%9F\"><\/span>ChatGPT\u5404\u7248\u672c\u82b1\u4e86\u591a\u5c11\u9322\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>OpenAI\u5404\u500b\u7248\u672c\u7684ChatGPT\u5927\u6a21\u578b\u7684\u8a13\u7df4\u6210\u672c\u5982\u4e0b\u8868\u6240\u793a\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td><\/td><td>\u63a8\u51fa\u6642\u9593<\/td><td>\u8a13\u7df4\u6240\u82b1\u7684\u6210\u672c\uff08\u55ae\u4f4d\u70ba\u7f8e\u91d1\uff09<\/td><\/tr><tr><td>ChatGPT 5.0<\/td><td>2024\u5e74\u590f\u5929\uff08\u9810\u8a08\uff09<\/td><td>\u7f8e\u91d112.5\u5104\u5143\u81f322.5\u5104\u5143\u9593<\/td><\/tr><tr><td>ChatGPT 4.0<\/td><td>2023 \u5e74 3 \u6708 14 \u65e5<\/td><td>\u7f8e\u91d11\u5104\u5143<\/td><\/tr><tr><td>ChatGPT 3.0<\/td><td>2020\u5e746\u6708<\/td><td>\u7f8e\u91d1450\u842c\u5143<\/td><\/tr><tr><td>ChatGPT 2.0<\/td><td>2019\u5e742\u6708<\/td><td>\u7f8e\u91d14\u842c\u5143<\/td><\/tr><\/tbody><\/table><figcaption class=\"wp-element-caption\">credit: HSBC<\/figcaption><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E7%9F%A5%E5%90%8D%E7%9A%84%E4%BA%BA%E5%B7%A5%E6%99%BA%E6%85%A7%E5%A4%A7%E6%A8%A1%E5%9E%8B%E7%9A%84%E8%A8%93%E7%B7%B4%E6%88%90%E6%9C%AC\"><\/span>\u77e5\u540d\u7684\u4eba\u5de5\u667a\u6167\u5927\u6a21\u578b\u7684\u8a13\u7df4\u6210\u672c<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u5e02\u5834\u4e0a\u8f03\u77e5\u540d\u7684\u5404\u500b\u7248\u672c\u7684\u4eba\u5de5\u667a\u6167\u5927\u6a21\u578b\u7684\u8a13\u7df4\u6210\u672c\u5982\u4e0b\u8868\u6240\u793a\uff08\u6700\u65b0\u7684\u6392\u6700\u4e0a\u65b9\uff09\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td><\/td><td>\u63a8\u51fa\u6642\u9593<\/td><td>\u8a13\u7df4\u6240\u82b1\u7684\u6210\u672c\uff08\u55ae\u4f4d\u70ba\u7f8e\u91d1\uff09<\/td><\/tr><tr><td>Gemini Ultra<\/td><td>2023<\/td><td>191,400,000<\/td><\/tr><tr><td>Llama 2 70B<\/td><td>2023<\/td><td>3,931,897<\/td><\/tr><tr><td>ChatGPT 4.0<\/td><td>2023 <\/td><td>78,352,034<\/td><\/tr><tr><td>PaLM (540B)<\/td><td>2022<\/td><td>12,389,056<\/td><\/tr><tr><td>Megatron-Turing NLG 530B<\/td><td>2021<\/td><td>6,405,653<\/td><\/tr><tr><td>ChatGPT 3.0 175B (Davinci)<\/td><td>2020<\/td><td>4,324,883<\/td><\/tr><tr><td>RoBERTa Large<\/td><td>2019<\/td><td>160,018<\/td><\/tr><tr><td>BERT-Large<\/td><td>2018<\/td><td>3,288<\/td><\/tr><tr><td>Transformer<\/td><td>2017<\/td><td>930<\/td><\/tr><\/tbody><\/table><figcaption class=\"wp-element-caption\">credit: Epoch<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"178\" height=\"100\" src=\"https:\/\/www.granitefirm.com\/blog\/wp-content\/uploads\/2024\/07\/aicost-Custom.jpg\" alt=\"\u4eba\u5de5\u667a\u6167\u7684\u6210\u672c\" class=\"wp-image-53362\"\/><figcaption class=\"wp-element-caption\">credit: Ideogram<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E7%9B%B8%E9%97%9C%E6%96%87%E7%AB%A0\"><\/span>\u76f8\u95dc\u6587\u7ae0<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2026\/08\/11\/%e4%b8%ad%e5%9c%8bai%e6%a8%a1%e5%9e%8b%e8%b2%bb%e7%94%a8%e6%9c%89%e5%a4%9a%e4%be%bf%e5%ae%9c%ef%bc%9f\/\">\u4e2d\u570bAI\u6a21\u578b\u8cbb\u7528\u6709\u591a\u4fbf\u5b9c\uff1f<\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2026\/07\/27\/%e9%96%8b%e6%94%be%e6%ac%8a%e9%87%8dopen-weight%e6%a8%a1%e5%9e%8b\/\">\u958b\u653e\u6b0a\u91cd\uff08Open Weights\uff09,\u958b\u653e\uff08Open \uff09,\u5c01\u9589\uff08Closed\uff09AI\u6a21\u578b\u7684\u512a\u52a3\u53ca\u4e3b\u8981\u5ee0\u5546<\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2025\/10\/30\/%e7%a7%91%e6%8a%80%e5%b7%a8%e6%93%98%e7%9a%84%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e7%ad%96%e7%95%a5%e6%ad%a3%e5%9c%a8%e8%bd%89%e8%ae%8a\/\">\u79d1\u6280\u5de8\u64d8\u7684\u4eba\u5de5\u667a\u6167\u7b56\u7565\u6b63\u5728\u8f49\u8b8a<\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2026\/08\/05\/%e8%b3%87%e6%9c%ac%e6%94%af%e5%87%ba%e4%be%b5%e8%9d%95%e4%bc%81%e6%a5%ad%e7%8d%b2%e5%88%a9%e6%8b%89%e4%bd%8e%e8%82%a1%e5%83%b9%e6%a1%88%e4%be%8b%e8%aa%aa%e6%98%8e\/\">AI\u8cc7\u672c\u652f\u51fa\u4fb5\u8755\u4f01\u696d\u7372\u5229\u62c9\u4f4e\u80a1\u50f9\u6848\u4f8b\u8aaa\u660e<\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2025\/10\/26\/%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e4%be%b5%e8%9d%95%e7%8f%be%e9%87%91%e6%b5%81%e5%92%8c%e7%8d%b2%e5%88%a9\/\">\u4eba\u5de5\u667a\u6167\u4fb5\u8755\u73fe\u91d1\u6d41\u548c\u7372\u5229<\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2025\/10\/12\/%e9%81%8e%e5%8e%bb%e4%ba%94%e5%b9%b4%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e8%81%b7%e7%bc%ba%e5%a2%9e%e4%b8%89%e5%80%8d\/\">\u904e\u53bb\u4e94\u5e74\u4eba\u5de5\u667a\u6167\u8077\u7f3a\u589e\u4e09\u500d<\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2025\/10\/04\/%E4%BA%BA%E5%B7%A5%E6%99%BA%E6%85%A7%E8%BB%9F%E9%AB%94%E9%96%8B%E5%A7%8B%E8%B3%BA%E9%8C%A2%E4%BA%86\/\">\u7684\u78ba\u6709\u4e9b\u4eba\u5de5\u667a\u6167\u8edf\u9ad4\u5546\u958b\u59cb\u8cfa\u9322\u4e86<\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2025\/08\/16\/%E7%A7%91%E6%8A%80%E5%B7%A8%E6%93%98%E7%9A%84%E4%BA%BA%E5%B7%A5%E6%99%BA%E6%85%A7%E8%B3%87%E6%9C%AC%E6%94%AF%E5%87%BA%E9%A9%9A%E4%BA%BA\/\">\u4e94\u5927\u79d1\u6280\u5de8\u64d8\u7684\u4eba\u5de5\u667a\u6167\u8cc7\u672c\u652f\u51fa\u6709\u591a\u9a5a\u4eba<\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2025\/09\/14\/%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e7%86%b1%e6%bd%ae%e4%b8%8b%e7%9a%84%e9%9a%b1%e6%86%82\/\">\u4eba\u5de5\u667a\u6167\u71b1\u6f6e\u4e0b\u7684\u96b1\u6182<\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2025\/08\/28\/%e4%bc%81%e6%a5%ad%e5%b0%8d%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e7%9a%84%e6%8a%95%e8%b3%87%e5%8f%aa%e6%9c%83%e5%a2%9e%e5%8a%a0%e4%b8%8d%e6%9c%83%e6%b8%9b%e5%b0%91\/\"><\/a><a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2025\/08\/28\/%e4%bc%81%e6%a5%ad%e5%b0%8d%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e7%9a%84%e6%8a%95%e8%b3%87%e5%8f%aa%e6%9c%83%e5%a2%9e%e5%8a%a0%e4%b8%8d%e6%9c%83%e6%b8%9b%e5%b0%91\/\">\u4f01\u696d\u5c0d\u4eba\u5de5\u667a\u6167\u7684\u6295\u8cc7\u53ea\u6703\u589e\u52a0\u4e0d\u6703\u6e1b\u5c11\uff0c\u56e0\u70ba\u7121\u4eba\u80fd\u627f\u53d7\u932f\u5931\u7b2c\u56db\u6b21\u5de5\u696d\u9769\u547d<\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2024\/07\/20\/%e7%94%9f%e6%88%90%e5%bc%8f%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e7%9a%84%e6%88%90%e6%9c%ac\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u6167\u7684\u6210\u672c<\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2023\/10\/02\/%E8%B3%87%E6%9C%AC%E5%B8%82%E5%A0%B4%E7%9A%84%E4%BA%BA%E5%B7%A5%E6%99%BA%E6%85%A7%E6%B3%A1%E6%B2%AB%E6%AD%A3%E5%9C%A8%E5%BD%A2%E6%88%90\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u8cc7\u672c\u5e02\u5834\u7684\u4eba\u5de5\u667a\u6167\u6ce1\u6cab\u6b63\u5728\u5f62\u6210<\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2022\/05\/07\/%e5%b8%b8%e8%a6%8b%e7%9a%84%e5%8d%8a%e5%b0%8e%e9%ab%94%e6%8a%95%e8%b3%87%e8%bf%b7%e6%80%9d\/\" target=\"_blank\" rel=\"noreferrer noopener\"><\/a><a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2021\/07\/09\/%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e7%9a%84%e6%8a%95%e8%b3%87%e9%99%b7%e4%ba%95\/\">\u4eba\u5de5\u667a\u6167\u6295\u8cc7\u7684\u9677\u4e95<\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2025\/08\/28\/%e4%bc%81%e6%a5%ad%e5%b0%8d%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e7%9a%84%e6%8a%95%e8%b3%87%e5%8f%aa%e6%9c%83%e5%a2%9e%e5%8a%a0%e4%b8%8d%e6%9c%83%e6%b8%9b%e5%b0%91\/\"><\/a><a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2025\/08\/28\/%e4%bc%81%e6%a5%ad%e5%b0%8d%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e7%9a%84%e6%8a%95%e8%b3%87%e5%8f%aa%e6%9c%83%e5%a2%9e%e5%8a%a0%e4%b8%8d%e6%9c%83%e6%b8%9b%e5%b0%91\/\">\u4f01\u696d\u5c0d\u4eba\u5de5\u667a\u6167\u7684\u6295\u8cc7\u53ea\u6703\u589e\u52a0\u4e0d\u6703\u6e1b\u5c11\uff0c\u56e0\u70ba\u7121\u4eba\u80fd\u627f\u53d7\u932f\u5931\u7b2c\u56db\u6b21\u5de5\u696d\u9769\u547d<\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2025\/08\/16\/%E7%A7%91%E6%8A%80%E5%B7%A8%E6%93%98%E7%9A%84%E4%BA%BA%E5%B7%A5%E6%99%BA%E6%85%A7%E8%B3%87%E6%9C%AC%E6%94%AF%E5%87%BA%E9%A9%9A%E4%BA%BA\/\">\u4e94\u5927\u79d1\u6280\u5de8\u64d8\u7684\u4eba\u5de5\u667a\u6167\u8cc7\u672c\u652f\u51fa\u6709\u591a\u9a5a\u4eba<\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2024\/06\/26\/%E7%82%BA%E4%BD%95%E8%BB%9F%E9%AB%94%E8%82%A1%E5%9C%A8%E4%BA%BA%E5%B7%A5%E6%99%BA%E6%85%A7%E9%A2%A8%E6%BD%AE%E4%B8%AD%E8%A1%A8%E7%8F%BE%E6%99%AE%E9%81%8D%E4%B8%8D%E4%BD%B3\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u70ba\u4f55\u8edf\u9ad4\u80a1\u5728\u4eba\u5de5\u667a\u6167\u98a8\u6f6e\u4e2d\u8868\u73fe\u666e\u904d\u4e0d\u4f73\uff1f<\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2024\/06\/14\/%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e5%b0%8f%e6%a8%a1%e5%9e%8b%ef%bc%88sml%ef%bc%89%e7%9a%84%e9%87%8d%e8%a6%81%e6%80%a7\/#google_vignette\" target=\"_blank\" rel=\"noreferrer noopener\">\u4eba\u5de5\u667a\u6167\u5c0f\u6a21\u578b\uff08SLM\uff09\u7684\u91cd\u8981\u6027\uff0c\u860b\u679c\u4eba\u5de5\u667a\u6167\u548c\u4ed6\u4eba\u7a76\u7adf\u6709\u4f55\u4e0d\u540c\uff1f<\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2024\/06\/18\/%e5%8d%8a%e5%b0%8e%e9%ab%94%e5%8f%96%e4%bb%a3%e8%bb%9f%e9%ab%94%ef%bc%8c%e6%88%90%e7%82%ba%e7%be%8e%e8%82%a1%e7%a7%91%e6%8a%80%e6%a5%ad%e6%8a%95%e8%b3%87%e4%b8%bb%e6%b5%81\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u534a\u5c0e\u9ad4\u53d6\u4ee3\u8edf\u9ad4\uff0c\u5df2\u8e8d\u6607\u70ba\u7f8e\u80a1\u79d1\u6280\u696d\u6295\u8cc7\u4e3b\u6d41<\/a>\u300b<\/li>\n\n\n\n<li><a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2024\/05\/31\/%E5%9B%A0%E7%94%9F%E6%88%90%E5%BC%8F%E4%BA%BA%E5%B7%A5%E6%99%BA%E6%85%A7%E9%A2%A8%E6%BD%AE%E7%8D%B2%E7%9B%8A%E7%9A%84%E7%94%A2%E6%A5%AD\/\">\u300a\u56e0\u4eba\u5de5\u667a\u6167\u98a8\u6f6e\u7372\u76ca\u7684\u7522\u696d\u548c\u5ee0\u5546\u300b<\/a><\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2024\/04\/10\/%E5%8D%8A%E5%B0%8E%E9%AB%94%E4%BC%81%E6%A5%AD%E5%9C%A8%E6%A8%99%E6%99%AE500%E7%9A%84%E6%BC%B2%E5%B9%85%E4%B8%AD%E8%B2%A2%E7%8D%BB%E4%BA%86%E4%B8%89\/#google_vignette\" target=\"_blank\" rel=\"noreferrer noopener\">2024\u5e74\u8fc4\u4eca\uff0c\u56db\u5bb6\u534a\u5c0e\u9ad4\u4f01\u696d\u5728\u6a19\u666e500\u7684\u6f32\u5e45\u4e2d\u8ca2\u737b\u4e86\u4e09\u5206\u4e4b\u4e00<\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2024\/04\/06\/%e4%ba%94%e5%a4%a7%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e5%95%86\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u76ee\u524d\u7372\u5229\u8c50\u539a\u7684\u4e94\u5927\u4eba\u5de5\u667a\u6167\u5546<\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2023\/04\/11\/%e7%be%8e%e8%82%a1%e4%b8%bb%e8%a6%81%e7%9a%84%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e4%b8%8a%e5%b8%82%e5%85%ac%e5%8f%b8\/\">\u7f8e\u80a1\u4e3b\u8981\u7684\u4eba\u5de5\u667a\u6167\u4e0a\u5e02\u516c\u53f8<\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2023\/04\/03\/openai%e5%92%8c%e7%88%86%e7%b4%85%e7%9a%84chatgpt\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u6167\u65b0\u661fOpenAI\u548c\u7206\u7d05\u7684ChatGPT<\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2025\/02\/08\/%e6%b7%b1%e5%ba%a6%e6%b1%82%e7%b4%a2deepseek%e5%b0%8d%e5%85%a8%e7%90%83%e7%9a%84%e5%bd%b1%e9%9f%bf\/\">\u6df1\u5ea6\u6c42\u7d22\uff08DeepSeek\uff09\u5c0d\u5168\u7403AI\u548c\u80a1\u5e02\u6240\u9020\u6210\u7684\u885d\u64ca<\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2025\/02\/12\/%e4%b8%ad%e5%9c%8b%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e7%9a%84%e9%80%b2%e5%b1%95%e5%92%8c%e9%a0%82%e5%b0%96%e7%9a%84%e4%bc%81%e6%a5%ad\/\">\u4e2d\u570b\u4eba\u5de5\u667a\u6167\u7684\u9032\u5c55\u548c\u9802\u5c16\u7684\u4f01\u696d<\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2024\/10\/09\/2024%e8%ab%be%e8%b2%9d%e7%88%be%e7%89%a9%e7%90%86%e7%8d%8e%e5%be%97%e4%b8%bb%e8%be%9b%e9%a0%93%e5%b9%ab%e5%8a%a9%e8%bc%9d%e9%81%94%e8%ae%8a%e6%88%90%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e7%9a%84\/\">2024\u5e74\u8afe\u8c9d\u723e\u7269\u7406\u734e\u5f97\u4e3b\u8f9b\u9813\uff08Geoffrey Hinton\uff09\u7121\u610f\u4e2d\u5e6b\u52a9\u8f1d\u9054\u5f9e\u5716\u5f62\u6676\u7247\u5546\u7a81\u7136\u8b8a\u6210\u4eba\u5de5\u667a\u6167\u7684\u9738\u4e3b<\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2025\/02\/02\/%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e4%bb%a3%e7%90%86ai-agent%e6%98%af%e8%bb%9f%e9%ab%94%e7%94%a2%e6%a5%ad%e7%9a%84%e4%b8%8b%e4%b8%80%e6%b3%a2%e8%b6%a8%e5%8b%a2\/\">\u4eba\u5de5\u667a\u6167\u4ee3\u7406\uff08AI Agent\uff09\u6703\u662f\u8edf\u9ad4\u7522\u696d\u7684\u4e0b\u4e00\u6ce2\u8da8\u52e2<\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2025\/02\/26\/%e6%b7%b1%e5%85%a5%e6%8e%a2%e8%a8%8e%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e8%aa%9e%e9%9f%b3%e7%ac%ac%e4%b8%80%e8%82%a1soundhound\/\">\u6df1\u5165\u63a2\u8a0e\u4eba\u5de5\u667a\u6167\u8a9e\u97f3\u7b2c\u4e00\u80a1SoundHound<\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2025\/03\/04\/%e5%b8%95%e8%98%ad%e6%b3%b0%e7%88%be%e7%9a%84%e5%83%b9%e5%80%bc%e7%a9%b6%e7%ab%9f%e5%9c%a8%e5%93%aa%e8%a3%a1%e6%8a%95%e8%b3%87%e5%b8%95%e8%98%ad%e6%b3%b0%e7%88%be%e7%9a%84%e5%88%a9%e5%bc%8a\/\">\u5e15\u862d\u6cf0\u723e\uff08Palantir\uff09\u7684\u50f9\u503c\u7a76\u7adf\u5728\u54ea\u88e1\uff1f\u6295\u8cc7\u5e15\u862d\u6cf0\u723e\u7684\u5229\u5f0a\uff1f<\/a>\u300b<\/li>\n\n\n\n<li><a href=\"https:\/\/www.granitefirm.com\/blog\/stocks\/us-stocks\/palantir%e6%98%af%e4%b8%80%e5%ae%b6%e4%bb%80%e9%ba%bc%e6%a8%a3%e7%9a%84%e4%bc%81%e6%a5%ad%ef%bc%9f\/\">\u300aPalantir\uff08\u5e15\u862d\u6cf0\u723e\uff09\u662f\u4e00\u5bb6\u4ec0\u9ebc\u6a23\u7684\u4f01\u696d\uff1f\u300b<\/a><\/li>\n\n\n\n<li>\u300a<a 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