{"id":35216,"date":"2026-08-13T17:29:03","date_gmt":"2026-08-13T09:29:03","guid":{"rendered":"https:\/\/www.varidata.com\/uncategorized-zh-cn\/2026-guide-to-save-tokens-and-reduce-ai-costs\/"},"modified":"2026-08-13T17:32:33","modified_gmt":"2026-08-13T09:32:33","slug":"2026-guide-to-save-tokens-and-reduce-ai-costs","status":"publish","type":"post","link":"https:\/\/www.varidata.com\/zh-cn\/knowledge\/2026-guide-to-save-tokens-and-reduce-ai-costs\/","title":{"rendered":"2026 \u5e74\u8282\u7701 Tokens \u5e76\u964d\u4f4e AI \u6210\u672c\u6307\u5357"},"content":{"rendered":"<style>\n    table, th, td {\n        border: 1px solid black;\n        border-collapse: collapse;\n    }\n<\/style>\n<p>\u5728 2026 \u5e74\uff0c\u4f60\u53ef\u4ee5\u5c06 AI API \u6210\u672c\u964d\u4f4e 60%\u201390%\u3002\u4f60\u53ef\u4ee5\u901a\u8fc7\u63d0\u793a\u7f13\u5b58\u3001\u52a8\u6001\u8def\u7531\u3001\u4e0a\u4e0b\u6587\u6e05\u7406\u548c\u4e25\u683c\u8f93\u51fa\u8fb9\u754c\u6765\u5b9e\u73b0\u8fd9\u4e9b\u5927\u5e45\u8282\u7701\uff0c\u5c24\u5176\u9002\u7528\u4e8e\u8fd0\u884c\u5728<a target=\"_blank\" href=\"https:\/\/www.varidata.com\/zh-cn\/server\/hk\/cn2\/\">\u9999\u6e2f\u670d\u52a1\u5668<\/a>\u4ee5\u53ca\u5176\u4ed6\u9ad8\u6d41\u91cf\u533a\u57df\u7684\u5de5\u4f5c\u8d1f\u8f7d\u3002\u6df1\u5ea6\u63a8\u7406\u6a21\u578b\u6309 token \u6536\u8d39\u8f83\u9ad8\u3002\u591a\u6a21\u6001\u8d1f\u8f7d\u6301\u7eed\u81a8\u80c0\uff0c\u591a\u8f6e\u6b21\u667a\u80fd\u4f53\u5bf9\u8bdd\u4f1a\u4e0d\u65ad\u7d2f\u79ef\u5386\u53f2\u4e0a\u4e0b\u6587\u3002\u8fd9\u4e9b\u9690\u85cf\u7684 token \u589e\u957f\u4f1a\u8fc5\u901f\u63a8\u9ad8\u4f60\u7684\u8fd0\u8425\u8d26\u5355\u3002<\/p>\n<p>\u51cf\u5c11 token \u4f53\u91cf\u53ef\u4ee5\u540c\u65f6\u4e3a\u4f60\u7684\u7cfb\u7edf\u5e26\u6765\u4e24\u5927\u6536\u76ca\uff1a\u4e00\u662f\u964d\u4f4e\u8fd0\u8425\u652f\u51fa\uff0c\u4e8c\u662f\u663e\u8457\u7f29\u77ed\u63a8\u7406\u5ef6\u8fdf\u3002\u5de5\u7a0b\u56e2\u961f\u5fc5\u987b\u7acb\u5373\u5728\u6240\u6709\u751f\u4ea7\u6d41\u6c34\u7ebf\u4e2d\u91c7\u53d6\u884c\u52a8\u6765\u8282\u7701 Tokens\u3002\u4eca\u5929\u5c31\u5ba1\u8ba1\u4f60\u7684\u4e0a\u4e0b\u6587\u8d1f\u8f7d\u5927\u5c0f\u3002\u7acb\u523b\u5b9e\u65bd\u670d\u52a1\u5546\u7ea7\u63d0\u793a\u7f13\u5b58\uff0c\u4ee5\u9501\u5b9a\u663e\u8457\u7684\u6027\u80fd\u63d0\u5347\u3002<\/p>\n<h2>\u6838\u5fc3\u8981\u70b9<\/h2>\n<ul>\n<li>\n<p>\u5c06\u7b80\u5355\u95ee\u9898\u8def\u7531\u5230\u66f4\u4fbf\u5b9c\u7684 AI \u6a21\u578b\u4e0a\u4ee5\u8282\u7701\u8d39\u7528\u3002<\/p>\n<\/li>\n<li>\n<p>\u7f13\u5b58\u7a33\u5b9a\u7684\u63d0\u793a\u6587\u672c\uff0c\u4ee5\u4ece\u670d\u52a1\u5546\u83b7\u5f97\u5927\u5e45\u6298\u6263\u3002<\/p>\n<\/li>\n<li>\n<p>\u5220\u9664\u65e0\u7528\u8bcd\u548c\u8fc7\u65e7\u7684\u6d88\u606f\u5386\u53f2\uff0c\u4ee5\u7f29\u5c0f\u63d0\u793a\u5927\u5c0f\u3002<\/p>\n<\/li>\n<li>\n<p>\u8bbe\u7f6e\u4e25\u683c\u7684\u8f93\u51fa token \u4e0a\u9650\uff0c\u963b\u6b62\u6602\u8d35\u7684\u957f\u56de\u590d\u3002<\/p>\n<\/li>\n<\/ul>\n<h2>LLM \u6210\u672c\u5feb\u901f\u4e0a\u6da8\u7684\u4e3b\u8981\u9a71\u52a8\u56e0\u7d20<\/h2>\n<p>LLM \u670d\u52a1\u5546\u56f4\u7ed5\u4e0a\u4e0b\u6587\u4f53\u91cf\u548c\u8f93\u51fa\u751f\u6210\u6784\u5efa\u4e86\u590d\u6742\u7684\u5b9a\u4ef7\u7ed3\u6784\u3002\u4f60\u5fc5\u987b\u7406\u89e3\u8fd9\u4e9b\u6210\u672c\u9a71\u52a8\u56e0\u7d20\uff0c\u624d\u80fd\u963b\u6b62\u9884\u7b97\u6d41\u5931\u3002<\/p>\n<h3>\u8f93\u5165\u4e0e\u8f93\u51fa\u6210\u672c\u5dee\u5f02<\/h3>\n<p>\u4e3b\u6d41 AI \u670d\u52a1\u5546\u5bf9\u8f93\u51fa token \u7684\u5b9a\u4ef7\u660e\u663e\u9ad8\u4e8e\u8f93\u5165 token\u3002\u8f93\u51fa\u751f\u6210\u9700\u8981\u5728\u786c\u4ef6\u96c6\u7fa4\u4e0a\u8fdb\u884c\u9ad8\u5f3a\u5ea6\u7684\u5e8f\u5217\u5316\u8ba1\u7b97\uff1b\u800c\u8f93\u5165\u5904\u7406\u5219\u56e0\u4e3a\u7cfb\u7edf\u57fa\u7840\u8bbe\u65bd\u53ef\u4ee5\u5e76\u884c\u5904\u7406\u63d0\u793a token \u800c\u8fd0\u884c\u66f4\u5feb\u3002<\/p>\n<div fullwidth=\"\" class=\"qc-default-table-wrapper \">\n<table style=\"min-width: 100px;\">\n<colgroup>\n<col style=\"min-width: 25px;\">\n<col style=\"min-width: 25px;\">\n<col style=\"min-width: 25px;\">\n<col style=\"min-width: 25px;\"><\/colgroup>\n<tbody>\n<tr>\n<th colspan=\"1\" rowspan=\"1\">\n<p>\u670d\u52a1\u5546\u6a21\u578b<\/p>\n<\/th>\n<th colspan=\"1\" rowspan=\"1\">\n<p>\u8f93\u5165\u4ef7\u683c\uff08\u6bcf 100 \u4e07 tokens\uff09<\/p>\n<\/th>\n<th colspan=\"1\" rowspan=\"1\">\n<p>\u8f93\u51fa\u4ef7\u683c\uff08\u6bcf 100 \u4e07 tokens\uff09<\/p>\n<\/th>\n<th colspan=\"1\" rowspan=\"1\">\n<p>\u4ef7\u683c\u6bd4\u7387<\/p>\n<\/th>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u65d7\u8230\u5c42\u6a21\u578b<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p><code>$2.50<\/code><\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p><code>$10.00<\/code><\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>4 \u500d\u500d\u7387<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u6df1\u5ea6\u63a8\u7406\u6a21\u578b<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p><code>$5.00<\/code><\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p><code>$25.00<\/code><\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>5 \u500d\u500d\u7387<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>\u8fd9\u79cd 4\u20135 \u500d\u7684\u4ef7\u683c\u5dee\u610f\u5473\u7740\uff0c\u4e0d\u53d7\u63a7\u7684\u6a21\u578b\u8f93\u51fa\u4f1a\u8fc5\u901f\u6467\u6bc1\u4f60\u7684\u8fd0\u8425\u9884\u7b97\u3002\u4f60\u5fc5\u987b\u4e25\u63a7\u56de\u590d\u957f\u5ea6\u3002\u751f\u6210\u5197\u957f\u7684\u5bf9\u8bdd\u5f0f\u56de\u7b54\u6216\u4e0d\u5fc5\u8981\u7684\u7ed3\u6784\u5316\u5b57\u6bb5\uff0c\u90fd\u4f1a\u8fc5\u901f\u62ac\u9ad8 API \u8d26\u5355\u3002<\/p>\n<h3>\u667a\u80fd\u4f53\u4e0a\u4e0b\u6587\u6f02\u79fb\u4e0e\u591a\u6a21\u6001\u5f00\u9500<\/h3>\n<p>\u667a\u80fd\u4f53\u5de5\u4f5c\u6d41\u901a\u8fc7\u53cd\u590d\u7684 API \u5faa\u73af\u8c03\u7528\u5e26\u6765\u5de8\u5927\u7684\u6210\u672c\u589e\u957f\u3002\u591a\u8f6e AI \u667a\u80fd\u4f53\u5728\u6bcf\u4e00\u6b65\u6267\u884c\u65f6\u90fd\u4f1a\u5c06\u5b8c\u6574\u7684\u4f1a\u8bdd\u5386\u53f2\u91cd\u65b0\u4f20\u7ed9\u6a21\u578b\u3002<\/p>\n<pre><code>Total Context = System Prompt + Historical Messages + Current Message\r\n<\/code><\/pre>\n<p>\u7cfb\u7edf\u4e0a\u4e0b\u6587\u4f1a\u6301\u7eed\u7d2f\u79ef\u5197\u4f59\u7684\u6d88\u606f\u5386\u53f2\u3002\u4f60\u7684\u5e94\u7528\u9700\u8981\u5728\u540c\u4e00\u6b21\u7528\u6237\u4f1a\u8bdd\u4e2d\uff0c\u4e3a\u5b8c\u5168\u76f8\u540c\u7684 token \u53cd\u590d\u4ed8\u8d39\u3002\u8fd9\u79cd\u4e0a\u4e0b\u6587\u6f02\u79fb\u4f1a\u8ba9 token \u6d88\u8017\u5448\u6307\u6570\u7ea7\u800c\u4e0d\u662f\u7ebf\u6027\u589e\u957f\u3002<\/p>\n<p>\u591a\u6a21\u6001\u80fd\u529b\u4f1a\u4e3a\u4f60\u7684 API \u6d41\u6c34\u7ebf\u5f15\u5165\u4e25\u91cd\u7684\u9690\u6027\u6210\u672c\u3002\u9ad8\u5206\u8fa8\u7387\u56fe\u50cf\u5728\u6a21\u578b\u67b6\u6784\u4e2d\u4f1a\u88ab\u8f6c\u6362\u4e3a\u5e9e\u5927\u7684\u89c6\u89c9 token \u6570\u7ec4\u3002\u4ec5\u4f20\u9012\u4e00\u5f20\u672a\u538b\u7f29\u7684\u56fe\u7247\u5c31\u4f1a\u77ac\u95f4\u6d88\u8017\u6210\u5343\u4e0a\u4e07\u7684\u8f93\u5165 tokens\u3002\u5728\u667a\u80fd\u4f53\u6b65\u9aa4\u4e2d\u5904\u7406\u591a\u5f20\u539f\u59cb\u7ec6\u8282\u56fe\u7247\u4f1a\u5feb\u901f\u70e7\u5149\u4f01\u4e1a\u7684\u6708\u5ea6\u9884\u7b97\u3002\u4f60\u5fc5\u987b\u5728\u5c06\u56fe\u50cf\u53d1\u9001\u5230\u63a8\u7406\u7aef\u70b9\u4e4b\u524d\uff0c\u5148\u5bf9\u89c6\u89c9\u8f93\u5165\u8fdb\u884c\u7f29\u653e\u4e0e\u538b\u7f29\u3002<\/p>\n<h2>\u901a\u8fc7\u67b6\u6784\u8def\u7531\u6765\u8282\u7701 Tokens<\/h2>\n<p>\u7cfb\u7edf\u67b6\u6784\u5e08\u53ef\u4ee5\u901a\u8fc7\u963b\u6b62\u4e0d\u5fc5\u8981\u7684\u8bf7\u6c42\u8fdb\u5165\u65d7\u8230\u6a21\u578b\u6765\u964d\u4f4e API \u5f00\u652f\u3002\u4f60\u53ef\u4ee5\u6839\u636e\u4efb\u52a1\u9700\u6c42\u5bf9\u8fdb\u5165\u7684\u7528\u6237\u8bf7\u6c42\u8fdb\u884c\u52a8\u6001\u8def\u7531\u3002\u667a\u80fd\u8bf7\u6c42\u8def\u7531\u53ef\u4ee5\u786e\u4fdd\u6bcf\u4e00\u4e2a\u63d0\u793a\u90fd\u5728\u6700\u4f4e\u53ef\u80fd\u7684\u4ef7\u683c\u70b9\u4e0a\u88ab\u5904\u7406\u3002<\/p>\n<h3>\u57fa\u4e8e\u610f\u56fe\u7684\u6a21\u578b\u9009\u62e9<\/h3>\n<p>\u5e76\u975e\u6240\u6709\u7528\u6237\u95ee\u9898\u90fd\u9700\u8981\u9ad8\u6210\u672c\u7684\u524d\u6cbf\u6a21\u578b\u3002\u4f60\u53ef\u4ee5\u90e8\u7f72\u8f7b\u91cf\u7ea7\u5206\u7c7b\u6a21\u578b\uff0c\u5728\u6267\u884c\u4e3b\u5e94\u7528\u5de5\u4f5c\u6d41\u4e4b\u524d\u8bc4\u4f30\u63d0\u793a\u7684\u590d\u6742\u5ea6\u3002\u4e0e\u5c06\u6240\u6709\u6d41\u91cf\u76f4\u63a5\u53d1\u9001\u5230\u5355\u4e00\u65d7\u8230\u6a21\u578b\u76f8\u6bd4\uff0c\u57fa\u4e8e\u610f\u56fe\u7684\u8def\u7531\u53ef\u4ee5\u5728\u5ba2\u6237\u670d\u52a1\u578b\u804a\u5929\u673a\u5668\u4eba\u573a\u666f\u4e2d\uff0c\u5c06 LLM API \u5f00\u652f\u524a\u51cf 40%\u201360%\u3002<\/p>\n<div fullwidth=\"\" class=\"qc-default-table-wrapper \">\n<table style=\"min-width: 75px;\">\n<colgroup>\n<col style=\"min-width: 25px;\">\n<col style=\"min-width: 25px;\">\n<col style=\"min-width: 25px;\"><\/colgroup>\n<tbody>\n<tr>\n<th colspan=\"1\" rowspan=\"1\">\n<p>\u8def\u7531\u7b56\u7565<\/p>\n<\/th>\n<th colspan=\"1\" rowspan=\"1\">\n<p>\u76ee\u6807\u4efb\u52a1<\/p>\n<\/th>\n<th colspan=\"1\" rowspan=\"1\">\n<p>\u6210\u672c\u964d\u4f4e\u6548\u679c<\/p>\n<\/th>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u57fa\u4e8e\u5206\u7c7b\u7684\u8def\u7531<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u547d\u540d\u5b9e\u4f53\u62bd\u53d6\u4e0e\u67e5\u8be2\u5206\u62e3<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u4e0e\u65d7\u8230\u6a21\u578b\u76f8\u6bd4\uff0c\u4f7f\u7528\u8f7b\u91cf\u6a21\u578b\u53ef\u5c06 token \u6210\u672c\u964d\u4f4e\u7ea6 96%<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u4e13\u7528\u7f16\u7801\u5668\u56de\u9000<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u57fa\u7840\u6587\u672c\u5206\u7c7b\u4e0e\u610f\u56fe\u89e3\u6790<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u4e0e 70 \u4ebf\u53c2\u6570 LLM \u76f8\u6bd4\uff0c\u81ea\u6258\u7ba1\u4e13\u7528 NLP \u7f16\u7801\u5668\u53ef\u51cf\u5c11\u7ea6 90% \u7684\u7b97\u529b\u5f00\u9500<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u5206\u5c42\u6a21\u578b\u5206\u6d41<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>70% \u6d41\u91cf\u7528\u57fa\u7840\u6a21\u578b\uff0c20% \u7528\u4e2d\u7aef\u6a21\u578b\uff0c10% \u7528\u9ad8\u7aef\u6a21\u578b<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u5728\u4f01\u4e1a\u5e94\u7528\u4e2d\u53ef\u5c06\u5e73\u5747\u5355\u6b21\u8bf7\u6c42\u6210\u672c\u964d\u4f4e 60%\u201380%<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>\u4efb\u52a1\u590d\u6742\u5ea6\u5206\u7c7b\u5c42\u4f1a\u9996\u5148\u8bfb\u53d6\u7528\u6237\u63d0\u793a\u3002\u5c0f\u6a21\u578b\u53ef\u4ee5\u5373\u65f6\u5904\u7406\u7b80\u5355\u7684\u6570\u636e\u62bd\u53d6\u548c\u610f\u56fe\u5206\u62e3\u4efb\u52a1\u3002\u6807\u51c6\u63a8\u7406\u4efb\u52a1\u5219\u76f4\u63a5\u4ea4\u7531\u4e2d\u7aef\u6a21\u578b\u5904\u7406\u3002\u4f60\u7684\u7f51\u5173\u4f1a\u628a\u65d7\u8230\u6a21\u578b\u4e25\u683c\u4fdd\u7559\u7ed9\u590d\u6742\u7efc\u5408\u548c\u9ad8\u98ce\u9669\u63a8\u7406\u4efb\u52a1\u4f7f\u7528\u3002\u901a\u8fc7\u8fd9\u4e00\u5206\u5c42\u7ed3\u6784\u8def\u7531\u8bf7\u6c42\uff0c\u4f60\u53ef\u4ee5\u5728\u4fdd\u6301\u8f93\u51fa\u8d28\u91cf\u7684\u540c\u65f6\uff0c\u5728\u6807\u51c6\u64cd\u4f5c\u4e0a\u5927\u5e45\u8282\u7701 Tokens\u3002<\/p>\n<p>\u4f60\u8fd8\u53ef\u4ee5\u5728\u4e13\u7528\u6a21\u578b\u96c6\u7fa4\u4e4b\u95f4\u5b9e\u65bd\u8bed\u4e49\u8def\u7531\u3002\u5d4c\u5165\u5c42\u4f1a\u5206\u6790\u63d0\u793a\u7684\u4e3b\u9898\u5411\u91cf\uff0c\u5c06\u6d41\u91cf\u5bfc\u5411\u66f4\u5c0f\u7684\u4e13\u7528\u6a21\u578b\u3002\u7ea7\u8054\u7cfb\u7edf\u4f1a\u5148\u5c1d\u8bd5\u8f7b\u91cf\u6a21\u578b\uff0c\u4ec5\u5f53\u7f6e\u4fe1\u5ea6\u4f4e\u4e8e\u6307\u5b9a\u9608\u503c\u65f6\uff0c\u624d\u5c06\u8bf7\u6c42\u5347\u7ea7\u5230\u66f4\u5927\u7684\u65d7\u8230\u6a21\u578b\u3002\u8fd9\u4e2a\u7b80\u5355\u7684\u6a21\u5f0f\u65e2\u53ef\u907f\u514d\u4efb\u52a1\u88ab\u4f4e\u4f30\uff0c\u53c8\u80fd\u4fdd\u6301\u6574\u4f53 token \u6d88\u8017\u5728\u4f4e\u4f4d\u3002<\/p>\n<h3>\u5f02\u6b65\u6279\u91cf API \u7684\u4f7f\u7528<\/h3>\n<p>\u8bb8\u591a\u4f01\u4e1a\u5e94\u7528\u6d41\u6c34\u7ebf\u4f1a\u6301\u7eed\u5904\u7406\u975e\u5b9e\u65f6\u5de5\u4f5c\u8d1f\u8f7d\u3002\u4f60\u65e0\u9700\u901a\u8fc7\u5b9e\u65f6 API \u7aef\u70b9\u6765\u6267\u884c\u540e\u53f0\u4efb\u52a1\u3001\u6570\u636e\u589e\u5f3a\u4efb\u52a1\u548c\u591c\u95f4\u8bc4\u4f30\u4efb\u52a1\u3002\u670d\u52a1\u5546\u7684\u6279\u91cf\u63a5\u53e3\u53ef\u4ee5\u5728 24 \u5c0f\u65f6\u5185\u5904\u7406\u8fd9\u4e9b\u975e\u7d27\u6025\u8d1f\u8f7d\uff0c\u540c\u65f6\u5e26\u6765\u5de8\u5927\u7684\u6210\u672c\u8282\u7701\u3002<\/p>\n<pre><code>{\r\n  \"custom_id\": \"request-001\",\r\n  \"method\": \"POST\",\r\n  \"url\": \"\/v1\/chat\/completions\",\r\n  \"body\": {\r\n    \"model\": \"gpt-4o-mini\",\r\n    \"messages\": [{\"role\": \"user\", \"content\": \"Extract entities.\"}]\r\n  }\r\n}\r\n<\/code><\/pre>\n<p>\u4e3b\u6d41 AI \u670d\u52a1\u5546\u4f1a\u5bf9\u5f02\u6b65\u6279\u91cf\u5904\u7406\u63d0\u4f9b\u53ef\u89c2\u7684\u4ef7\u683c\u6298\u6263\u3002\u4f60\u53ef\u4ee5\u5c06\u5305\u542b\u6210\u5343\u4e0a\u4e07\u6761\u72ec\u7acb\u8bf7\u6c42\u7684\u6279\u91cf\u6587\u4ef6\u4e0a\u4f20\u5230\u670d\u52a1\u5546\u7684\u6279\u91cf\u7aef\u70b9\u3002<\/p>\n<ul>\n<li>\n<p>OpenAI \u4e3a\u8bf8\u5982 GPT-4o \u548c GPT-4o mini \u7b49\u6a21\u578b\u7684\u5f02\u6b65\u6279\u91cf\u5de5\u4f5c\u8d1f\u8f7d\u63d0\u4f9b 50% \u7684\u6298\u6263\u3002<\/p>\n<\/li>\n<li>\n<p>Google \u4e3a Gemini 2.5 Pro \u548c Gemini 2.5 Flash \u7684\u6279\u91cf\u8bf7\u6c42\u63d0\u4f9b 50% \u7684\u4ef7\u683c\u51cf\u514d\u3002<\/p>\n<\/li>\n<li>\n<p>Anthropic \u4e3a Claude 3.7 Sonnet \u548c Claude 3.5 Haiku \u7684\u6279\u91cf\u4efb\u52a1\u63d0\u4f9b 40%\u201350% \u4e0d\u7b49\u7684\u6298\u6263\u3002<\/p>\n<\/li>\n<\/ul>\n<p>\u5c06\u6570\u636e\u6d41\u6c34\u7ebf\u8fc1\u79fb\u5230\u6279\u91cf\u7aef\u70b9\u53ef\u4ee5\u7acb\u5373\u964d\u4f4e\u8fd0\u8425\u6210\u672c\u3002\u4f60\u7684\u5f00\u53d1\u56e2\u961f\u53ef\u4ee5\u5728\u4f4e\u5cf0\u65f6\u6bb5\u6392\u961f\u63d0\u4ea4\u540e\u53f0\u5206\u6790\u4efb\u52a1\u3002\u5c06\u6279\u91cf API \u4e0e\u52a8\u6001\u6a21\u578b\u8def\u7531\u7ed3\u5408\u4f7f\u7528\uff0c\u53ef\u4ee5\u5728\u6240\u6709\u751f\u4ea7\u5de5\u4f5c\u6d41\u4e2d\u5b9e\u73b0\u6700\u5927\u6210\u672c\u6548\u7387\u3002<\/p>\n<h2>\u4e0a\u4e0b\u6587\u6e05\u7406\u4e0e\u4f18\u5316\u4ee5\u8282\u7701 Tokens<\/h2>\n<p>\u5728\u53d1\u9001 API \u8bf7\u6c42\u4e4b\u524d\uff0c\u4f60\u5fc5\u987b\u5148\u6e05\u7406\u63d0\u793a\u4e0a\u4e0b\u6587\u3002\u672a\u4f18\u5316\u7684\u4e0a\u4e0b\u6587\u4f1a\u6301\u7eed\u5411\u6a21\u578b\u4f20\u9012\u91cd\u590d\u7684\u7cfb\u7edf\u6307\u4ee4\u548c\u5bf9\u8bdd\u566a\u97f3\u3002\u4e0a\u4e0b\u6587\u6e05\u7406\u53ef\u4ee5\u6d88\u9664\u5197\u4f59\u6570\u636e\uff0c\u5927\u5e45\u964d\u4f4e\u8fd0\u8425\u5f00\u652f\uff0c\u5e76\u52a0\u5feb\u6574\u4e2a\u5e94\u7528\u7684 API \u6267\u884c\u901f\u5ea6\u3002<\/p>\n<h3>\u670d\u52a1\u5546\u63d0\u793a\u7f13\u5b58\u89c4\u5219<\/h3>\n<p>\u4e3b\u6d41 AI \u670d\u52a1\u5546\u5728\u4f60\u7f13\u5b58\u9759\u6001\u63d0\u793a\u7247\u6bb5\u65f6\u4f1a\u63d0\u4f9b\u9ad8\u989d\u6298\u6263\u3002\u4f60\u5e94\u5c06\u7a33\u5b9a\u7684\u4e0a\u4e0b\u6587\u653e\u5728\u63d0\u793a\u8d1f\u8f7d\u7684\u5f00\u5934\u3002\u7cfb\u7edf\u6307\u4ee4\u3001\u56fa\u5b9a\u6587\u6863\u3001\u5408\u89c4\u51c6\u5219\u548c\u4e1a\u52a1\u903b\u8f91\u90fd\u5e94\u653e\u5728\u7f13\u5b58\u8fb9\u754c\u4e4b\u524d\u3002\u7f13\u5b58\u8fd9\u4e9b\u7a33\u5b9a\u5185\u5bb9\u53ef\u4ee5\u5c06\u8f93\u5165\u5904\u7406\u6210\u672c\u524a\u51cf 50%\u201390%\uff0c\u56e0\u4e3a\u670d\u52a1\u5546\u5728\u540e\u7eed\u8c03\u7528\u4e2d\u65e0\u9700\u91cd\u65b0\u5904\u7406\u76f8\u540c\u6587\u672c\u3002<\/p>\n<div fullwidth=\"\" class=\"qc-default-table-wrapper \">\n<table style=\"min-width: 75px;\">\n<colgroup>\n<col style=\"min-width: 25px;\">\n<col style=\"min-width: 25px;\">\n<col style=\"min-width: 25px;\"><\/colgroup>\n<tbody>\n<tr>\n<th colspan=\"1\" rowspan=\"1\">\n<p>\u670d\u52a1\u5546<\/p>\n<\/th>\n<th colspan=\"1\" rowspan=\"1\">\n<p>\u6700\u5c0f\u7f13\u5b58\u9608\u503c<\/p>\n<\/th>\n<th colspan=\"1\" rowspan=\"1\">\n<p>\u7f13\u5b58\u6dd8\u6c70\u89c4\u5219<\/p>\n<\/th>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>Anthropic<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u6bcf\u4e2a\u53ef\u7f13\u5b58\u5757\u6700\u5c11 1,024 tokens<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u4e34\u65f6\u7f13\u5b58\u5728\u6700\u540e\u4e00\u6b21\u4f7f\u7528 5 \u5206\u949f\u540e\u8fc7\u671f\uff0c\u6700\u957f\u4fdd\u7559 1 \u5c0f\u65f6<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>OpenAI<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u81ea\u52a8\u7f13\u5b58\u957f\u5ea6\u8d85\u8fc7 1,024 tokens \u7684\u63d0\u793a\u524d\u7f00<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u7f13\u5b58\u6761\u76ee\u5728\u7a7a\u95f2\u540e\u88ab\u9010\u51fa\uff1b\u5178\u578b\u751f\u547d\u5468\u671f\u4e3a 5\u201310 \u5206\u949f<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>Google Gemini<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u6700\u5c0f\u53ef\u7f13\u5b58\u5185\u5bb9\u5927\u5c0f\u4e3a 32,768 tokens<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u7528\u6237\u53ef\u81ea\u5b9a\u4e49 TTL\uff1b\u5b58\u50a8\u6309\u5c0f\u65f6\u8ba1\u8d39<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>\u670d\u52a1\u5546\u4f1a\u6839\u636e\u88ab\u7f13\u5b58\u7684 token \u4f53\u91cf\u6765\u8ba1\u7b97\u4ef7\u683c\u6298\u6263\u3002\u5f53\u8bfb\u53d6\u5df2\u7f13\u5b58\u7684\u63d0\u793a\u7247\u6bb5\u65f6\uff0cAnthropic \u53ef\u4ee5\u5c06\u8f93\u5165\u6210\u672c\u964d\u4f4e 90%\u3002Claude Sonnet 4.6 \u7684\u672a\u7f13\u5b58\u8f93\u5165\u8d39\u7528\u4e3a\u6bcf\u767e\u4e07 tokens 3.00 \u7f8e\u5143\uff0c\u800c\u7f13\u5b58\u8f93\u5165\u4ec5\u4e3a\u6bcf\u767e\u4e07 tokens 0.30 \u7f8e\u5143\u3002OpenAI \u5bf9 GPT-5.5 \u6a21\u578b\u63d0\u4f9b 90% \u6298\u6263\uff0c\u5c06\u7f13\u5b58\u8f93\u5165\u4ef7\u683c\u4ece\u6bcf\u767e\u4e07 tokens 5.00 \u7f8e\u5143\u964d\u81f3 0.50 \u7f8e\u5143\u3002Google Gemini 2.5 Flash \u5bf9\u9690\u5f0f\u7f13\u5b58\u8f93\u5165\u63d0\u4f9b 75%\u201390% \u7684\u964d\u4ef7\uff0c\u5c06\u6807\u51c6 0.30 \u7f8e\u5143\u7684\u8f93\u5165\u4ef7\u683c\u964d\u81f3 0.03 \u7f8e\u5143\u3002\u4e00\u65e6\u6a21\u578b\u66f4\u65b0\uff0c\u6240\u6709\u670d\u52a1\u5546\u57fa\u7840\u8bbe\u65bd\u4e2d\u7684\u7f13\u5b58\u5757\u4f1a\u7acb\u5373\u5931\u6548\u3002<\/p>\n<h3>\u65e0\u6548\u5185\u5bb9\u8fc7\u6ee4\u4e0e\u7ed3\u6784\u88c1\u526a<\/h3>\n<p>\u591a\u8f6e\u5e94\u7528\u4f1a\u5feb\u901f\u79ef\u7d2f\u5bf9\u8bdd\u566a\u97f3\u3002\u95ee\u5019\u8bed\u3001\u793c\u8c8c\u7528\u8bed\u548c\u5de5\u5177\u8c03\u7528\u5386\u53f2\u4f1a\u5728\u4e0d\u5e26\u6765\u5b9e\u9645\u4e1a\u52a1\u4ef7\u503c\u7684\u60c5\u51b5\u4e0b\u653e\u5927\u63d0\u793a\u5927\u5c0f\u3002\u4f60\u53ef\u4ee5\u901a\u8fc7\u4e0a\u4e0b\u6587\u6e05\u7406\u5b9e\u8df5\u6765\u8282\u7701 Tokens\uff0c\u8fdb\u800c\u6709\u6548\u51c0\u5316\u8f93\u5165\u6d41\u3002<\/p>\n<div fullwidth=\"\" class=\"qc-default-table-wrapper \">\n<table style=\"min-width: 50px;\">\n<colgroup>\n<col style=\"min-width: 25px;\">\n<col style=\"min-width: 25px;\"><\/colgroup>\n<tbody>\n<tr>\n<th colspan=\"1\" rowspan=\"1\">\n<p>\u4e0a\u4e0b\u6587\u6e05\u7406\u5b9e\u8df5<\/p>\n<\/th>\n<th colspan=\"1\" rowspan=\"1\">\n<p>\u62a5\u544a\u7684 token \u51cf\u5c11\u6bd4\u4f8b<\/p>\n<\/th>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u7b80\u6d01\u63d0\u793a \/ \u79fb\u9664\u65e0\u6548\u5185\u5bb9<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>30%\u201350%<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u4e0a\u4e0b\u6587\u88c1\u526a \/ \u79fb\u9664\u91cd\u590d\u5386\u53f2<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>40%\u201350%<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>\u4f60\u53ef\u4ee5\u5728\u4e0d\u53d1\u9001\u65e0\u9650\u5236\u5386\u53f2\u6d88\u606f\u94fe\u5230 API \u7aef\u70b9\u7684\u524d\u63d0\u4e0b\uff0c\u4fdd\u6301\u6700\u4f73\u4f1a\u8bdd\u72b6\u6001\uff1a<\/p>\n<ul>\n<li>\n<p>\u5728\u6d3b\u52a8\u4f1a\u8bdd\u7a97\u53e3\u4e2d\u4fdd\u7559\u6700\u8fd1 5\u20137 \u8f6e\u5bf9\u8bdd\u3002<\/p>\n<\/li>\n<li>\n<p>\u7528\u7b80\u6d01\u7684\u6458\u8981\u66ff\u6362\u66f4\u65e9\u7684\u5386\u53f2\u8f6e\u6b21\uff0c\u53ea\u4fdd\u7559\u5173\u952e\u7528\u6237\u9009\u62e9\u548c\u5173\u952e\u51b3\u7b56\u3002<\/p>\n<\/li>\n<li>\n<p>\u901a\u8fc7\u589e\u91cf\u6458\u8981\uff0c\u5728\u6bcf\u4e00\u8f6e\u5bf9\u8bdd\u540e\u66f4\u65b0\u4e00\u4e2a\u4e0a\u4e0b\u6587\u7d2f\u79ef\u5668\u3002<\/p>\n<\/li>\n<li>\n<p>\u901a\u8fc7\u5b9e\u4f53\u62bd\u53d6\u548c\u4e25\u683c\u7684 JSON \u6216 XML \u6a21\u5f0f\u7ea6\u675f\u8fdb\u884c\u4e0a\u4e0b\u6587\u538b\u7f29\u3002<\/p>\n<\/li>\n<li>\n<p>\u5f53\u4e0a\u4e0b\u6587\u6ea2\u51fa\u65f6\uff0c\u6309\u4ef7\u503c\u5bf9\u63d0\u793a\u5185\u5bb9\u8fdb\u884c\u5206\u6bb5\uff0c\u9501\u5b9a\u7528\u6237\u95ee\u9898\uff0c\u540c\u65f6\u88c1\u526a\u5197\u957f\u7684\u4e2d\u95f4\u90e8\u5206\u3002<\/p>\n<\/li>\n<\/ul>\n<p>\u907f\u514d\u9010\u5b57\u53d1\u9001\u5b8c\u6574\u7684\u4f1a\u8bdd\u5386\u53f2\u3002\u95ee\u5019\u548c\u786e\u8ba4\u4f1a\u5236\u9020\u4e0d\u5fc5\u8981\u7684\u566a\u97f3\uff0c\u540c\u65f6\u6d88\u8017\u9884\u7b97\u3002\u4f60\u53ef\u4ee5\u5c06\u52a8\u6001\u7528\u6237\u95ee\u9898\u548c\u68c0\u7d22\u5230\u7684\u6570\u636e\u7247\u6bb5\u653e\u7f6e\u5728\u63d0\u793a\u7f13\u5b58\u8fb9\u754c\u4e4b\u540e\u3002\u5f53\u4f60\u5c06\u9759\u6001\u63d0\u793a\u7f13\u5b58\u4e0e\u6fc0\u8fdb\u7684\u65e0\u6548 token \u79fb\u9664\u7b56\u7565\u7ed3\u5408\u4f7f\u7528\u65f6\uff0c\u7cfb\u7edf\u67b6\u6784\u7684\u8fd0\u884c\u901f\u5ea6\u4f1a\u5feb\u5f97\u591a\u3002<\/p>\n<h2>\u8f93\u51fa\u8fb9\u754c\u4e0e\u63a8\u7406\u53c2\u6570\u63a7\u5236<\/h2>\n<h3>\u5f3a\u5236\u8bbe\u7f6e\u660e\u786e\u7684 token \u4e0a\u9650<\/h3>\n<p>\u4f60\u5fc5\u987b\u901a\u8fc7\u4e25\u683c\u7684\u7cfb\u7edf\u8fb9\u754c\u4e3a\u56de\u590d\u957f\u5ea6\u8bbe\u7f6e\u4e0a\u9650\uff0c\u4ee5\u963b\u6b62\u7a81\u53d1\u7684\u9884\u7b97\u98d9\u5347\u3002\u672a\u8bbe\u9650\u7684\u6a21\u578b\u751f\u6210\u4f1a\u8fc5\u901f\u63a8\u9ad8 API \u6210\u672c\uff0c\u56e0\u4e3a\u8f93\u51fa token \u7684\u670d\u52a1\u5546\u5b9a\u4ef7\u8fdc\u9ad8\u4e8e\u8f93\u5165 token\u3002\u4f60\u53ef\u4ee5\u5728\u6bcf\u4e2a\u8bf7\u6c42\u8d1f\u8f7d\u4e2d\u4f20\u5165 <code>max_tokens<\/code> \u6216 <code>max_completion_tokens<\/code> \u53c2\u6570\u3002\u8bbe\u7f6e\u8fd9\u4e9b\u660e\u786e\u7684 token \u4e0a\u9650\uff0c\u53ef\u4ee5\u5728\u540e\u53f0\u4efb\u52a1\u6d88\u8017\u6389\u6574\u6708\u9884\u7b97\u4e4b\u524d\u7acb\u5373\u963b\u6b62\u5931\u63a7\u7684\u751f\u6210\u3002<\/p>\n<p>\u5f3a\u5236\u8f93\u51fa\u4e0a\u9650\u4f1a\u8ba9\u6a21\u578b\u5728\u6ca1\u6709\u5197\u4f59\u8bc4\u8bba\u7684\u524d\u63d0\u4e0b\u7ed9\u51fa\u7b80\u6d01\u7b54\u6848\u3002\u901a\u8fc7\u524a\u51cf\u793c\u8c8c\u6027\u63aa\u8f9e\u548c\u5bf9\u8bdd\u5f0f\u5f00\u573a\uff0c\u4f60\u53ef\u4ee5\u8bad\u7ec3\u5e94\u7528\u6d41\u6c34\u7ebf\u8f93\u51fa\u66f4\u76f4\u63a5\u7684\u4fe1\u606f\u3002\u4f60\u8fd8\u53ef\u4ee5\u5c06\u4e25\u683c\u7684 token \u4e0a\u9650\u4e0e JSON \u7ed3\u6784\u5b9a\u4e49\u7ed3\u5408\u4f7f\u7528\u3002\u8fd9\u79cd\u53cc\u5c42\u7b56\u7565\u53ef\u4ee5\u5c06\u56de\u590d\u5927\u5c0f\u9501\u5b9a\u5728\u5173\u952e\u6570\u636e\u5b57\u6bb5\u8303\u56f4\u5185\uff0c\u5e76\u4f7f\u7cfb\u7edf\u751f\u6210\u6210\u672c\u5b8c\u5168\u53ef\u9884\u6d4b\u3002<\/p>\n<h3>\u8c03\u8282\u63a8\u7406\u5f3a\u5ea6\u53c2\u6570<\/h3>\n<p>\u73b0\u4ee3\u6df1\u5ea6\u63a8\u7406\u6a21\u578b\u5141\u8bb8\u4f60\u901a\u8fc7\u663e\u5f0f\u7684\u63a8\u7406\u5f3a\u5ea6\u53c2\u6570\u6765\u8c03\u8282\u5185\u90e8\u601d\u8003\u8fc7\u7a0b\u3002\u4f60\u53ef\u4ee5\u6839\u636e\u63d0\u793a\u96be\u5ea6\u5c06\u6267\u884c\u8bbe\u5b9a\u4e3a <code>none<\/code>\u3001<code>low<\/code>\u3001<code>medium<\/code> \u6216 <code>high<\/code>\u30022026 \u5e74\u7684\u4e00\u9879\u57fa\u51c6\u6d4b\u8bd5\u63ed\u793a\u4e86\u660e\u663e\u7684\u201c\u8fc7\u5ea6\u601d\u8003\u201d\u6a21\u5f0f\uff1a\u5728 24% \u7684\u6a21\u578b\u4e2d\uff0c\u5bf9\u4e8e\u7b80\u5355\u548c\u4e2d\u7b49\u96be\u5ea6\u95ee\u9898\uff0c\u5c06\u5f3a\u5ea6\u8bbe\u4e3a <code>none<\/code> \u7684\u8868\u73b0\u53cd\u800c\u4f18\u4e8e <code>high<\/code>\u3002\u5728\u7b80\u5355\u95ee\u9898\u4e0a\u8fc7\u5ea6\u4f7f\u7528\u6700\u9ad8\u63a8\u7406\u5f3a\u5ea6\u4f1a\u4e25\u91cd\u964d\u4f4e\u51c6\u786e\u7387\u3002OpenAI \u7684 <code>gpt-5.1<\/code> \u5728 <code>none<\/code> \u6a21\u5f0f\u4e0b\u5f97\u5206\u4e3a 42.9%\uff0c\u800c\u5728\u7b80\u5355\u548c\u4e2d\u7b49\u95ee\u9898\u4e0a\u542f\u7528 <code>high<\/code> \u540e\u5f97\u5206\u4e0b\u964d\u5230 -33.3%\u3002\u540c\u6837\u5730\uff0c<code>GPT-5-nano<\/code> \u5728 <code>none<\/code> \u6a21\u5f0f\u4e0b\u7684\u51c6\u786e\u7387\u4e3a 61.9%\uff0c\u5728 <code>high<\/code> \u6a21\u5f0f\u4e0b\u5219\u964d\u4e3a 0%\u3002<\/p>\n<p>\u4e0d\u5339\u914d\u7684\u63a8\u7406\u5f3a\u5ea6\u4f1a\u5728\u4ea7\u751f\u9ad8\u6602 token \u8d26\u5355\u7684\u540c\u65f6\u964d\u4f4e\u6a21\u578b\u51c6\u786e\u7387\u3002\u4f60\u5fc5\u987b\u5c06\u95ee\u9898\u590d\u6742\u5ea6\u4e0e\u5408\u9002\u7684\u63a8\u7406\u5f3a\u5ea6\u53c2\u6570\u4e00\u4e00\u5bf9\u5e94\uff1a<\/p>\n<ul>\n<li>\n<p>\u5bf9\u62bd\u53d6\u3001\u683c\u5f0f\u5316\u3001\u5206\u7c7b\u548c\u7ffb\u8bd1\u7b49\u786e\u5b9a\u6027\u3001\u9ad8\u541e\u5410\u5de5\u4f5c\u8d1f\u8f7d\u9009\u62e9 <code>none<\/code>\uff0c\u5728\u8fd9\u91cc\u6210\u672c\u4e0e\u901f\u5ea6\u6700\u4e3a\u5173\u952e\u3002<\/p>\n<\/li>\n<li>\n<p>\u5bf9\u5b58\u5728\u8f7b\u5fae\u6b67\u4e49\u7684\u7ed3\u6784\u5316\u4efb\u52a1\u4f7f\u7528 <code>low<\/code>\uff0c\u56e0\u4e3a\u5b83\u5728\u8f83\u4f4e\u6210\u672c\u4e0b\u4fbf\u53ef\u83b7\u5f97\u63a5\u8fd1 <code>medium<\/code> \u7684\u8d28\u91cf\u6536\u76ca\u3002<\/p>\n<\/li>\n<li>\n<p>\u4ec5\u5c06 <code>high<\/code> \u4fdd\u7559\u7ed9\u590d\u6742\u7684\u591a\u6b65\u9aa4\u95ee\u9898\uff0c\u5728\u6b64\u7c7b\u573a\u666f\u4e0b\uff0c\u51c6\u786e\u7387\u63d0\u5347\u8db3\u4ee5\u62b5\u6d88\u989d\u5916\u7684 token \u6210\u672c\u3002<\/p>\n<\/li>\n<\/ul>\n<h2>\u591a\u5c42\u7ea7\u5e94\u7528\u7f13\u5b58<\/h2>\n<h3>\u7cbe\u786e\u5339\u914d\u4e0e\u8bed\u4e49\u56de\u590d\u7f13\u5b58<\/h3>\n<p>\u4f60\u53ef\u4ee5\u5728\u7528\u6237\u8bf7\u6c42\u547d\u4e2d\u6602\u8d35\u6a21\u578b\u7aef\u70b9\u4e4b\u524d\u8fdb\u884c\u62e6\u622a\u3002\u7cbe\u786e\u5339\u914d\u54c8\u5e0c\u5c42\u4f1a\u5148\u68c0\u67e5\u63d0\u793a\u5b57\u7b26\u4e32\u3002\u8be5\u67e5\u627e\u673a\u5236\u53ef\u4ee5\u4ee5\u8fd1\u4e4e\u96f6\u5f00\u9500\u5904\u7406\u5b8c\u5168\u76f8\u540c\u7684\u8f93\u5165\u3002\u5bf9\u4e8e\u5178\u578b\u804a\u5929\u673a\u5668\u4eba\uff0c\u5b57\u7b26\u4e32\u7cbe\u786e\u5339\u914d\u7f13\u5b58\u7684\u547d\u4e2d\u7387\u7ea6\u4e3a 10%\u201315%\u3002\u7136\u800c\uff0c\u7cbe\u786e\u5339\u914d\u4f1a\u9519\u8fc7\u6539\u5199\u540e\u7684\u95ee\u9898\uff0c\u56e0\u4e3a 30% \u4ee5\u4e0a\u7684\u7528\u6237\u8f93\u5165\u5728\u8bed\u4e49\u4e0a\u662f\u76f8\u4f3c\u7684\u3002<\/p>\n<p>\u4f60\u53ef\u4ee5\u901a\u8fc7\u589e\u52a0\u8bed\u4e49\u5411\u91cf\u7f13\u5b58\u5c42\u6765\u89e3\u51b3\u8fd9\u4e00\u9650\u5236\u3002\u7cfb\u7edf\u4f1a\u5bf9\u8f93\u5165\u63d0\u793a\u8fdb\u884c\u5d4c\u5165\uff0c\u5e76\u4f7f\u7528\u8c03\u4f18\u540e\u7684\u76f8\u4f3c\u5ea6\u9608\u503c\u4e0e\u5df2\u5b58\u50a8\u7684\u5411\u91cf\u5d4c\u5165\u8fdb\u884c\u6bd4\u8f83\u3002<\/p>\n<div fullwidth=\"\" class=\"qc-default-table-wrapper \">\n<table style=\"min-width: 75px;\">\n<colgroup>\n<col style=\"min-width: 25px;\">\n<col style=\"min-width: 25px;\">\n<col style=\"min-width: 25px;\"><\/colgroup>\n<tbody>\n<tr>\n<th colspan=\"1\" rowspan=\"1\">\n<p>\u7f13\u5b58\u5c42\u7ea7<\/p>\n<\/th>\n<th colspan=\"1\" rowspan=\"1\">\n<p>\u673a\u5236<\/p>\n<\/th>\n<th colspan=\"1\" rowspan=\"1\">\n<p>\u6027\u80fd\u5f71\u54cd<\/p>\n<\/th>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u7cbe\u786e\u5339\u914d\u7f13\u5b58<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u786e\u5b9a\u6027\u7684\u63d0\u793a\u54c8\u5e0c\u67e5\u627e<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u4e9a\u6beb\u79d2\u7ea7\u5ef6\u8fdf\uff1b\u5178\u578b\u804a\u5929\u673a\u5668\u4eba\u547d\u4e2d\u7387 10%\u201315%<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u8bed\u4e49\u5411\u91cf\u7f13\u5b58<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u5d4c\u5165\u76f8\u4f3c\u5ea6\u6bd4\u8f83<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>61.6%\u201368.8% \u547d\u4e2d\u7387\uff1b\u6700\u591a\u53ef\u5c06 API \u6210\u672c\u964d\u4f4e 73%<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>\u8bed\u4e49\u7f13\u5b58\u5c42\u5728\u547d\u4e2d\u65f6\u5b8c\u5168\u7ed5\u8fc7\u6a21\u578b\u751f\u6210\uff0c\u4e14\u547d\u4e2d\u51c6\u786e\u7387\u9ad8\u4e8e 97%\u3002\u4e00\u9879\u6db5\u76d6 63,796 \u6761\u67e5\u8be2\u7684 AWS \u7814\u7a76\u663e\u793a\uff0c\u5728\u4f7f\u7528\u7f13\u5b58\u56de\u590d\u65f6\uff0c\u6210\u672c\u6700\u591a\u53ef\u4e0b\u964d 86%\uff0c\u5ef6\u8fdf\u6700\u591a\u53ef\u63d0\u5347 88%\u3002\u5c06\u7cbe\u786e\u5339\u914d\u4e0e\u8bed\u4e49\u5411\u91cf\u7f13\u5b58\u7ed3\u5408\u4f7f\u7528\uff0c\u53ef\u4ee5\u5728\u6240\u6709\u5e94\u7528\u7aef\u70b9\u4e0a\u5e2e\u52a9\u4f60\u8282\u7701 Tokens\u3002<\/p>\n<h3>\u786e\u5b9a\u6027\u4ee3\u7801\u56de\u9000<\/h3>\n<p>\u5e76\u975e\u6240\u6709\u5e94\u7528\u5de5\u4f5c\u6d41\u90fd\u9700\u8981\u751f\u6210\u5f0f AI\u3002\u4f60\u53ef\u4ee5\u5c06\u7b80\u5355\u7684\u89c4\u5219\u578b\u8bf7\u6c42\u8def\u7531\u5230\u786e\u5b9a\u6027\u4ee3\u7801\u51fd\u6570\uff0c\u800c\u4e0d\u662f\u8c03\u7528\u5927\u8bed\u8a00\u6a21\u578b\u3002Python \u811a\u672c\u3001\u6b63\u5219\u8868\u8fbe\u5f0f\u548c\u672c\u5730\u67e5\u627e\u8868\u53ef\u4ee5\u5373\u65f6\u89e3\u6790\u56fa\u5b9a\u6a21\u5f0f\u3002\u786c\u7f16\u7801\u7684\u8f6f\u4ef6\u903b\u8f91\u53ef\u4ee5\u5728\u4e0d\u4ea7\u751f API \u8d39\u7528\u7684\u524d\u63d0\u4e0b\u5904\u7406\u5b57\u7b26\u4e32\u683c\u5f0f\u5316\u3001\u57fa\u7840\u6570\u5b66\u8fd0\u7b97\u548c\u65e5\u671f\u8f6c\u6362\u3002<\/p>\n<p>\u8fd1\u671f\u5173\u4e8e LLM \u7f13\u5b58\u7684\u7814\u7a76\u6307\u51fa\uff0c\u57fa\u4e8e\u7cbe\u786e\u5b57\u7b26\u4e32 \/ token \u5339\u914d\u7684\u6846\u67b6\u5e76\u4e0d\u9002\u7528\u4e8e LLM \u5de5\u4f5c\u8d1f\u8f7d\uff0c\u56e0\u4e3a\u8bed\u4e49\u7b49\u4ef7\u7684\u95ee\u9898\u4f1a\u88ab\u89c6\u4f5c\u4e0d\u540c\u6761\u76ee\uff0c\u4ece\u800c\u5bfc\u81f4\u9891\u7e41\u7684\u7f13\u5b58\u672a\u547d\u4e2d\u3002<\/p>\n<p>\u5f53\u67e5\u8be2\u672a\u547d\u4e2d\u4f60\u7684\u5e94\u7528\u7f13\u5b58\u5c42\u65f6\uff0c\u7cfb\u7edf\u4f1a\u6267\u884c\u6a21\u578b\u8bf7\u6c42\u3001\u5b58\u50a8\u8f93\u51fa\uff0c\u5e76\u542f\u7528\u670d\u52a1\u5546\u7aef\u7684\u63d0\u793a\u7f13\u5b58\u4ee5\u4f9b\u540e\u7eed\u590d\u7528\u3002\u5c06\u786e\u5b9a\u6027\u56de\u9000\u4e0e\u591a\u5c42\u7f13\u5b58\u7ed3\u5408\uff0c\u53ef\u4ee5\u5728\u786e\u4fdd\u7cfb\u7edf\u53ef\u9760\u6027\u7684\u540c\u65f6\uff0c\u8ba9\u4f60\u7684\u67b6\u6784\u5728\u5e38\u89c4\u64cd\u4f5c\u4e2d\u6700\u5927\u9650\u5ea6\u5730\u8282\u7701 Tokens\u3002<\/p>\n<h2>\u6267\u884c\u8def\u7ebf\u56fe\u4e0e FinOps \u6cbb\u7406<\/h2>\n<p>\u4f60\u5fc5\u987b\u4e3a\u5de5\u7a0b\u56e2\u961f\u5efa\u7acb\u4e00\u5957\u7ed3\u6784\u5316\u7684\u6267\u884c\u8ba1\u5212\uff0c\u7528\u4e8e\u7ba1\u7406\u4eba\u5de5\u667a\u80fd\u76f8\u5173\u5f00\u652f\u3002\u8d22\u52a1\u8fd0\u7ef4\uff08FinOps\uff09\u6cbb\u7406\u53ef\u4ee5\u5c06\u96f6\u6563\u7684\u4f18\u5316\u6280\u5de7\u8f6c\u5316\u4e3a\u6301\u7eed\u7684\u7ec4\u7ec7\u5b9e\u8df5\u3002<\/p>\n<h3>\u5206\u9636\u6bb5\u5b9e\u65bd\u7b56\u7565<\/h3>\n<p>\u4f60\u7684\u56e2\u961f\u53ef\u4ee5\u901a\u8fc7\u6e05\u6670\u7684\u4e09\u9636\u6bb5\u7b56\u7565\uff0c\u5728\u6240\u6709\u5e94\u7528\u6d41\u6c34\u7ebf\u4e2d\u9010\u6b65\u6269\u5927 token \u8282\u7701\u6548\u679c\u3002\u7b2c\u4e00\u9636\u6bb5\u662f\u7acb\u5373\u901a\u8fc7\u8bbe\u7f6e\u4e0a\u4e0b\u6587\u4e0a\u9650\u3001\u7cbe\u7b80\u7cfb\u7edf\u63d0\u793a\u548c\u914d\u7f6e\u4e25\u683c\u7684 <code>max_tokens<\/code> \u9650\u5236\u6765\u542f\u52a8\u3002\u4ec5\u9760\u63d0\u793a\u7ea7\u522b\u7684\u53d8\u66f4\u5c31\u53ef\u4ee5\u5c06 token \u6d88\u8017\u964d\u4f4e 20%\u201330%\u3002\u8fd9\u4e9b\u5373\u65f6\u7684\u4e0a\u4e0b\u6587\u4f18\u5316\u53ef\u4ee5\u5728\u51e0\u5929\u5185\u5c06\u6574\u4f53 API \u6210\u672c\u964d\u4f4e 20%\u201340%\u3002<\/p>\n<p>\u7b2c\u4e8c\u9636\u6bb5\u662f\u5728\u5e94\u7528\u67b6\u6784\u4e2d\u5f15\u5165\u52a8\u6001\u6a21\u578b\u8def\u7531\u3002\u4f60\u9700\u8981\u6784\u5efa\u8def\u7531\u89c4\u5219\uff0c\u5c06\u7b80\u5355\u4efb\u52a1\u5bfc\u5411\u4f4e\u6210\u672c\u6a21\u578b\uff0c\u540c\u65f6\u5c06\u63d0\u793a\u7f13\u5b58\u4e0e\u8d1f\u8f7d\u5747\u8861\u7ed3\u5408\u4f7f\u7528\u3002\u751f\u4ea7\u7cfb\u7edf\u5728\u540c\u65f6\u91c7\u7528\u591a\u79cd\u8def\u7531\u548c\u7f13\u5b58\u6280\u672f\u65f6\uff0c\u5f80\u5f80\u53ef\u62a5\u544a 50%\u201370% \u7684\u6210\u672c\u548c\u5ef6\u8fdf\u964d\u4f4e\u3002\u6700\u540e\uff0c\u4f60\u9700\u8981\u5f00\u5c55\u5b63\u5ea6\u6cbb\u7406\u5ba1\u8ba1\uff0c\u4ee5\u91cd\u65b0\u8bc4\u4f30\u6a21\u578b\u80fd\u529b\u3001\u4f7f\u7528\u8d8b\u52bf\u548c\u670d\u52a1\u5546\u5b9a\u4ef7\u53d8\u5316\u3002\u5b63\u5ea6\u5ba1\u8ba1\u53ef\u4ee5\u9632\u6b62\u56e2\u961f\u957f\u671f\u4fdd\u7559\u5728\u89c4\u6a21\u5316\u573a\u666f\u4e0b\u8fd0\u884c\u4f4e\u6548\u7684 PoC \u6a21\u578b\u3002<\/p>\n<h3>\u53ef\u89c2\u6d4b\u6027\u4e0e\u6210\u672c\u6307\u6807<\/h3>\n<p>\u4f60\u9700\u8981\u4e13\u95e8\u7684\u53ef\u89c2\u6d4b\u6027\u5de5\u5177\u6765\u76d1\u63a7\u5b9e\u65f6 token \u82b1\u8d39\u3001\u8fd0\u8425\u5ef6\u8fdf\u548c\u7cfb\u7edf\u6027\u80fd\u3002\u4ec5\u4f9d\u8d56\u670d\u52a1\u5546\u8d26\u5355\u65e0\u6cd5\u4e3a\u5de5\u7a0b\u56e2\u961f\u63d0\u4f9b\u8db3\u591f\u7684\u8fd0\u8425\u53ef\u89c1\u6027\u3002\u73b0\u4ee3\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u53ef\u4ee5\u8ba9\u4f60\u5168\u9762\u638c\u63e1\u6bcf\u4e00\u9879\u4e0a\u7ebf\u529f\u80fd\u7684\u6bcf\u65e5 token \u6d88\u8017\u60c5\u51b5\u3002<\/p>\n<p>Helicone \u63d0\u4f9b\u6210\u672c\u5206\u6790\u4eea\u8868\u76d8\uff0c\u7528\u4e8e\u8ffd\u8e2a\u6bcf\u65e5\u652f\u51fa\u3001\u5355\u7528\u6237\u6210\u672c\u4ee5\u53ca\u6700\u6602\u8d35\u7684\u67e5\u8be2\u3002\u5b83\u53ef\u4ee5\u76f4\u63a5\u8ddf\u8e2a\u7f13\u5b58\u547d\u4e2d\u7387\uff0c\u5c55\u793a\u8bf8\u5982 34% \u7684\u7f13\u5b58\u547d\u4e2d\u7387\u4e0e 20%\u201340% \u7684\u8bed\u4e49\u7f13\u5b58\u6210\u672c\u8282\u7701\u7b49\u57fa\u7ebf\u6307\u6807\u3002Langfuse \u63d0\u4f9b\u6210\u672c\u8ffd\u8e2a\u4eea\u8868\u76d8\uff0c\u5e76\u6355\u83b7\u9010\u6b65\u6267\u884c\u94fe\u8def\u4e2d\u7684 token \u4f7f\u7528\u60c5\u51b5\uff0c\u4f8b\u5982\u8bb0\u5f55 <code>{\"input\": 2000, \"output\": 500}<\/code> \u8fd9\u6837\u7684\u6267\u884c\u8de8\u5ea6\u3002<\/p>\n<p>\u4f60\u5fc5\u987b\u76d1\u63a7\u5173\u952e\u7684 FinOps \u6cbb\u7406\u6307\u6807\uff0c\u4ee5\u51c6\u786e\u8bc4\u4f30\u5355\u4f4d\u7ecf\u6d4e\u6548\u76ca\u3002\u8981\u8ddf\u8e2a\u5404\u4e2a\u5e94\u7528\u529f\u80fd\u7684\u9884\u7b97\u6d88\u8017\u901f\u5ea6\u3001p95 \u5ef6\u8fdf\u4ee5\u53ca\u8f93\u51fa token \u6bd4\u4f8b\u3002\u4f60\u5e94\u5c06\u524d\u7f00\u7f13\u5b58\u547d\u4e2d\u7387\u76ee\u6807\u8bbe\u5b9a\u5728 70% \u4ee5\u4e0a\uff0c\u56e0\u4e3a\u88ab\u7f13\u5b58\u7684\u8f93\u5165 token \u6210\u672c\u5927\u7ea6\u53ea\u6709\u6b63\u5e38\u8f93\u5165\u4ef7\u683c\u7684 10%\u3002\u4e3a\u6bcf\u4e00\u6b21\u8bf7\u6c42\u6253\u4e0a\u5143\u6570\u636e\u6807\u7b7e\uff0c\u4ee5\u4fbf\u5c06 API 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Tokens\u3002<\/p>\n<h2>\u5e38\u89c1\u95ee\u9898<\/h2>\n<h3>\u5b9e\u65bd\u63d0\u793a\u7f13\u5b58\u540e\u53ef\u4ee5\u8282\u7701\u591a\u5c11\u94b1\uff1f<\/h3>\n<p>\u901a\u8fc7\u5b9e\u65bd\u63d0\u793a\u7f13\u5b58\uff0c\u4f60\u53ef\u4ee5\u5c06\u8f93\u5165 token \u6210\u672c\u524a\u51cf 50%\u201390%\u3002\u670d\u52a1\u5546\u65e0\u9700\u5728\u6bcf\u6b21\u8c03\u7528\u4e2d\u91cd\u65b0\u5904\u7406\u76f8\u540c\u6587\u672c\u3002\u5f53\u4f60\u628a\u7cfb\u7edf\u6307\u4ee4\u3001\u9759\u6001\u51c6\u5219\u548c\u56fa\u5b9a\u6587\u6863\u653e\u5728\u63d0\u793a\u8d1f\u8f7d\u5f00\u5934\u65f6\uff0c\u5c31\u53ef\u4ee5\u9501\u5b9a\u8fd9\u4e9b\u5de8\u5927\u8282\u7701\u3002<\/p>\n<h3>\u4e3a\u4ec0\u4e48\u8f93\u51fa token \u6bd4\u8f93\u5165 token \u66f4\u8d35\uff1f<\/h3>\n<p>AI \u670d\u52a1\u5546\u5bf9\u8f93\u51fa token \u6536\u53d6 4\u20135 \u500d\u4e8e\u8f93\u5165 token 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