{"id":913,"date":"2026-10-15T11:24:53","date_gmt":"2026-10-15T03:24:53","guid":{"rendered":"https:\/\/new.timedigital.cn\/913\/"},"modified":"2026-10-15T11:30:00","modified_gmt":"2026-10-15T03:30:00","slug":"deepseek-v4-1-%e5%92%8c-glm-5-3-%e5%ae%9e%e6%b5%8b%ef%bc%9a%e8%b4%a6%e5%8d%95%e9%87%8c%e6%9c%80%e8%b4%b5%e7%9a%84%ef%bc%8c%e6%98%af%e4%bd%a0%e7%9c%8b%e4%b8%8d%e8%a7%81%e7%9a%84%e9%82%a3%e9%83%a8","status":"publish","type":"post","link":"https:\/\/www.timedigital.cn\/new\/913\/","title":{"rendered":"deepseek-v4.1 \u548c GLM-5.3 \u5b9e\u6d4b\uff1a\u8d26\u5355\u91cc\u6700\u8d35\u7684\uff0c\u662f\u4f60\u770b\u4e0d\u89c1\u7684\u90a3\u90e8\u5206 token"},"content":{"rendered":"<h2>\u4e00\u3001\u5148\u8bf4\u8fd9\u6b21\u5b9e\u6d4b\u7684\u6761\u4ef6<\/h2>\n<p>\u6700\u8fd1\u540e\u53f0\u88ab\u95ee\u5f97\u6700\u591a\u7684\u4e00\u53e5\u8bdd\u662f\uff1adeepseek-v4.1-flash \u548c GLM-5.3 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Key\uff0c\u4e32\u884c\u8c03\u7528\uff08\u4e0d\u5e76\u53d1\uff0c\u907f\u514d\u76f8\u4e92\u5e72\u6270\uff09<\/li>\n<\/ul>\n<ul>\n<li>\u56db\u7c7b\u771f\u5b9e\u4efb\u52a1\uff1a\u957f\u6587\u6458\u8981\uff08\u7ea6 3000 \u5b57\u4e2d\u6587 \u2192 200 \u5b57\uff09\u3001\u7ed3\u6784\u5316\u62bd\u53d6\uff08\u5ba2\u670d\u5bf9\u8bdd \u2192 JSON\uff09\u3001\u4ee3\u7801\u751f\u6210\uff08\u533a\u95f4\u5408\u5e76\u51fd\u6570\uff09\u3001\u591a\u6b65\u63a8\u7406\uff08\u4e00\u9053\u9700\u8981\u7a77\u4e3e\u7684\u4e09\u4f4d\u6570\u9898\uff09<\/li>\n<\/ul>\n<ul>\n<li>\u53c2\u4e0e\u6a21\u578b\u4e09\u4e2a\uff1adeepseek-v4.1-flash\u3001GLM-5.3\u3001glm-5.3-flash<\/li>\n<\/ul>\n<ul>\n<li>\u8bb0\u5f55\u5b57\u6bb5\uff1a\u8f93\u5165 token\u3001\u8f93\u51fa token\u3001\u5176\u4e2d\u601d\u8003 token\u3001\u6b63\u6587\u957f\u5ea6\u3001\u7aef\u5230\u7aef\u8017\u65f6<\/li>\n<\/ul>\n<h2>\u4e8c\u3001\u540c\u4e00\u6279\u4efb\u52a1\uff0c\u4e09\u4e2a\u6a21\u578b\u7684\u771f\u5b9e\u7528\u91cf<\/h2>\n<table>\n<thead>\n<tr>\n<th>\u4efb\u52a1<\/th>\n<th>\u6a21\u578b<\/th>\n<th>\u8f93\u5165 token<\/th>\n<th>\u8f93\u51fa token<\/th>\n<th>\u5176\u4e2d\u601d\u8003 token<\/th>\n<th>\u6b63\u6587<\/th>\n<th>\u8017\u65f6<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u957f\u6587\u6458\u8981<\/td>\n<td>deepseek-v4.1-flash<\/td>\n<td>449\uff08\u7f13\u5b58\u547d\u4e2d 384\uff09<\/td>\n<td>917<\/td>\n<td>759<\/td>\n<td>235 \u5b57<\/td>\n<td>9.97 s<\/td>\n<\/tr>\n<tr>\n<td>\u957f\u6587\u6458\u8981<\/td>\n<td>GLM-5.3<\/td>\n<td>426<\/td>\n<td>1218<\/td>\n<td>1082<\/td>\n<td>203 \u5b57<\/td>\n<td>14.87 s<\/td>\n<\/tr>\n<tr>\n<td>\u957f\u6587\u6458\u8981<\/td>\n<td>glm-5.3-flash<\/td>\n<td>426<\/td>\n<td>1058<\/td>\n<td>903<\/td>\n<td>241 \u5b57<\/td>\n<td>33.20 s<\/td>\n<\/tr>\n<tr>\n<td>\u7ed3\u6784\u5316\u62bd\u53d6<\/td>\n<td>deepseek-v4.1-flash<\/td>\n<td>165<\/td>\n<td>622<\/td>\n<td>584<\/td>\n<td>106 \u5b57<\/td>\n<td>6.38 s<\/td>\n<\/tr>\n<tr>\n<td>\u7ed3\u6784\u5316\u62bd\u53d6<\/td>\n<td>GLM-5.3<\/td>\n<td>150<\/td>\n<td>437<\/td>\n<td>400<\/td>\n<td>106 \u5b57<\/td>\n<td>8.97 s<\/td>\n<\/tr>\n<tr>\n<td>\u7ed3\u6784\u5316\u62bd\u53d6<\/td>\n<td>glm-5.3-flash<\/td>\n<td>150<\/td>\n<td>820<\/td>\n<td>763<\/td>\n<td>136 \u5b57<\/td>\n<td>8.32 s<\/td>\n<\/tr>\n<tr>\n<td>\u4ee3\u7801\u751f\u6210<\/td>\n<td>deepseek-v4.1-flash<\/td>\n<td>122<\/td>\n<td>657<\/td>\n<td>514<\/td>\n<td>457 \u5b57<\/td>\n<td>6.30 s<\/td>\n<\/tr>\n<tr>\n<td>\u4ee3\u7801\u751f\u6210<\/td>\n<td>GLM-5.3<\/td>\n<td>103<\/td>\n<td>979<\/td>\n<td>840<\/td>\n<td>387 \u5b57<\/td>\n<td>13.43 s<\/td>\n<\/tr>\n<tr>\n<td>\u4ee3\u7801\u751f\u6210<\/td>\n<td>glm-5.3-flash<\/td>\n<td>103<\/td>\n<td>837<\/td>\n<td>632<\/td>\n<td>554 \u5b57<\/td>\n<td>7.95 s<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u4e09\u4e2a\u6a21\u578b\u90fd\u7a33\u5b9a\u7ed9\u51fa\u4e86\u7ed3\u679c\uff0c\u62bd\u53d6\u4efb\u52a1\u7684 JSON \u7ed3\u6784\u5b8c\u5168\u4e00\u81f4\u3002\u4f46\u770b\u6700\u540e\u4e00\u5217\u4e0a\u9762\u90a3\u4e00\u5217\uff0c\u6709\u4e2a\u5171\u540c\u70b9\u5f88\u624e\u773c\u3002<\/p>\n<h2>\u4e09\u3001\u53d1\u73b0\u4e00\uff1a\u601d\u8003 token \u5360\u4e86\u8f93\u51fa\u7684 75% \u5230 100%<\/h2>\n<p>\u628a\u4e0a\u8868\u7684\u6bd4\u4f8b\u7b97\u4e00\u4e0b\u5c31\u6e05\u695a\u4e86\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u6a21\u578b<\/th>\n<th>\u601d\u8003 token \u5360\u8f93\u51fa\u6bd4\u4f8b<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>deepseek-v4.1-flash<\/td>\n<td>78%\uff08\u4ee3\u7801\uff09\uff5e 94%\uff08\u62bd\u53d6\uff09<\/td>\n<\/tr>\n<tr>\n<td>GLM-5.3<\/td>\n<td>86%\uff08\u4ee3\u7801\uff09\uff5e 92%\uff08\u62bd\u53d6\uff09<\/td>\n<\/tr>\n<tr>\n<td>glm-5.3-flash<\/td>\n<td>75%\uff08\u4ee3\u7801\uff09\uff5e 93%\uff08\u62bd\u53d6\uff09<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u4e5f\u5c31\u662f\u8bf4\uff0c\u4f60\u4ed8\u7684\u94b1\u91cc\uff0c\u56db\u5206\u4e4b\u4e09\u4ee5\u4e0a\u662f\u6a21\u578b\u201c\u60f3\u201d\u6389\u7684\u90e8\u5206\uff0c\u800c\u4e0d\u662f\u4f60\u6700\u540e\u770b\u5230\u7684\u90a3\u6bb5\u6587\u5b57\u3002235 \u5b57\u7684\u6458\u8981\u80cc\u540e\uff0c\u662f 759 \u4e2a\u601d\u8003 token\u3002<\/p>\n<p>\u8fd9\u4e00\u6b65\u6ca1\u6709\u4efb\u4f55\u95ee\u9898\u2014\u2014\u601d\u8003\u786e\u5b9e\u63d0\u5347\u4e86\u590d\u6742\u9898\u7684\u6b63\u786e\u7387\u3002\u95ee\u9898\u5728\u4e8e\uff1a<strong>\u6458\u8981\u3001\u62bd\u53d6\u3001\u5206\u7c7b\u8fd9\u7c7b\u4efb\u52a1\uff0c\u771f\u7684\u9700\u8981\u6a21\u578b\u60f3 759 \u4e2a token \u5417\uff1f<\/strong><\/p>\n<h2>\u56db\u3001\u53d1\u73b0\u4e8c\uff1a\u5173\u6389\u601d\u8003\uff0c\u8f93\u51fa token \u6389 77%\uff5e94%\uff0c\u62bd\u53d6\u7ed3\u679c\u4e00\u5b57\u4e0d\u5dee<\/h2>\n<p>deepseek-v4.1-flash \u652f\u6301\u628a\u601d\u8003\u6a21\u5f0f\u5173\u6389\uff08\u5b98\u65b9\u6587\u6863\u91cc\u7684 thinking \u53c2\u6570\uff09\uff0cGLM-5.3 \u4e0d\u884c\uff08\u540e\u9762\u5355\u8bf4\u4e3a\u4ec0\u4e48\uff09\u3002\u4e8e\u662f\u6211\u628a\u5b8c\u5168\u76f8\u540c\u7684 prompt \u53c8\u8dd1\u4e86\u4e00\u904d\uff0c\u53ea\u6539\u4e00\u4e2a\u5f00\u5173\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u4efb\u52a1<\/th>\n<th>\u5f00\u601d\u8003\u00b7\u8f93\u51fa token<\/th>\n<th>\u5173\u601d\u8003\u00b7\u8f93\u51fa token<\/th>\n<th>\u53d8\u5316<\/th>\n<th>\u5f00\u601d\u8003\u00b7\u8017\u65f6<\/th>\n<th>\u5173\u601d\u8003\u00b7\u8017\u65f6<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u957f\u6587\u6458\u8981<\/td>\n<td>917<\/td>\n<td>85<\/td>\n<td>\u221291%<\/td>\n<td>9.97 s<\/td>\n<td>2.34 s<\/td>\n<\/tr>\n<tr>\n<td>\u7ed3\u6784\u5316\u62bd\u53d6<\/td>\n<td>622<\/td>\n<td>37<\/td>\n<td>\u221294%<\/td>\n<td>6.38 s<\/td>\n<td>1.70 s<\/td>\n<\/tr>\n<tr>\n<td>\u4ee3\u7801\u751f\u6210<\/td>\n<td>657<\/td>\n<td>149<\/td>\n<td>\u221277%<\/td>\n<td>6.30 s<\/td>\n<td>2.59 s<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u8f93\u51fa token \u6389\u4e86\u4e00\u4e2a\u6570\u91cf\u7ea7\uff0c\u8017\u65f6\u7f29\u77ed\u5230\u539f\u6765\u7684\u56db\u5206\u4e4b\u4e00\u5230\u4e00\u534a\u3002<\/p>\n<p>\u5173\u952e\u662f\u7ed3\u679c\u6709\u6ca1\u6709\u53d8\u5dee\u3002\u7ed3\u6784\u5316\u62bd\u53d6\u4efb\u52a1\uff0c\u5173\u601d\u8003\u540e\u7684\u8fd4\u56de\u662f\uff1a<\/p>\n<p><pre><code>{&#10;  \"order_id\": \"8892-4471-003\",&#10;  \"intent\": \"\u7269\u6d41\u67e5\u8be2\",&#10;  \"days_since_purchase\": null,&#10;  \"sentiment\": \"\u8d1f\u9762\",&#10;  \"need_human\": true&#10;}<\/code><\/pre>\n<\/p>\n<p>\u548c\u5f00\u601d\u8003\u65f6<strong>\u9010\u5b57\u76f8\u540c<\/strong>\u3002<\/p>\n<p>\u957f\u6587\u6458\u8981\u90a3\u8fb9\uff0c\u5173\u601d\u8003\u540e\u5f97\u5230 133 \u5b57\uff08\u5f00\u601d\u8003\u65f6 235 \u5b57\uff09\uff0c\u5173\u952e\u6570\u5b57\u4e00\u4e2a\u6ca1\u4e22\uff1a\u51fa\u8d27 128 \u4e07\u53f0\uff08+11.3%\uff09\u3001\u7ebf\u4e0a\u5360\u6bd4 46%\u3001\u6d17\u5730\u673a +41%\u3001\u5e93\u5b58\u5468\u8f6c 41 \u5929\u3001\u56db\u5b63\u5ea6\u76ee\u6807 150 \u4e07\u53f0\uff08+14%\uff09\u3001X7 \u5907\u8d27 30 \u4e07\u53f0\u3001\u4ee5\u65e7\u6362\u65b0\u8865\u8d34\u4e0a\u9650 300 \u5143\u3001\u5e93\u5b58\u538b\u5230 35 \u5929\u5185\u3002\u53ea\u662f\u66f4\u7d27\u51d1\uff0c\u6ca1\u6709\u591a\u4f59\u7684\u94fa\u57ab\u3002<\/p>\n<p>\u7ed3\u8bba\u5f88\u76f4\u63a5\uff1a<strong>\u7ed3\u6784\u5316\u4efb\u52a1\u5173\u6389\u601d\u8003\uff0c\u662f\u6027\u4ef7\u6bd4\u6700\u9ad8\u7684\u4e00\u6b21\u8c03\u53c2<\/strong>\u3002\u7701\u7684\u662f\u94b1\uff0c\u4e0d\u662f\u8d28\u91cf\u3002<\/p>\n<h2>\u4e94\u3001\u53d1\u73b0\u4e09\uff1a\u9884\u7b97\u7ed9\u5c11\u4e86\uff0c\u94b1\u82b1\u4e86\uff0c\u7ed3\u679c\u4e00\u4e2a\u5b57\u90fd\u4e0d\u51fa<\/h2>\n<p>\u540c\u4e00\u4e2a\u201c\u591a\u6b65\u63a8\u7406\u201d\u4efb\u52a1\uff0c\u6211\u7ed9 deepseek-v4.1-flash \u8bbe\u4e86\u4e09\u6863\u8f93\u51fa\u4e0a\u9650\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u8f93\u51fa\u4e0a\u9650<\/th>\n<th>\u5b9e\u9645\u8f93\u51fa token<\/th>\n<th>\u5176\u4e2d\u601d\u8003 token<\/th>\n<th>\u6b63\u6587<\/th>\n<th>\u8017\u65f6<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>4000<\/td>\n<td>4000\uff08\u649e\u6ee1\uff09<\/td>\n<td>4000<\/td>\n<td>0 \u5b57<\/td>\n<td>29.74 s<\/td>\n<\/tr>\n<tr>\n<td>8000<\/td>\n<td>8000\uff08\u649e\u6ee1\uff09<\/td>\n<td>8000<\/td>\n<td>0 \u5b57<\/td>\n<td>62.03 s<\/td>\n<\/tr>\n<tr>\n<td>16000<\/td>\n<td>12640<\/td>\n<td>11976<\/td>\n<td>1237 \u5b57<\/td>\n<td>97.95 s<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u524d\u4e24\u6b21\u4e0d\u662f\u5931\u8d25\uff0c\u662f\u201c\u601d\u8003\u8fd8\u6ca1\u7ed3\u675f\u5c31\u88ab\u6390\u65ad\u4e86\u201d\u2014\u2014\u8d26\u5355\u7167\u4ed8\uff0c\u6b63\u6587\u4e00\u4e2a\u5b57\u90fd\u6ca1\u6709\u3002\u7b2c\u4e09\u6b21\u7ed9\u5230 16000\uff0c\u6a21\u578b\u7528\u4e86 12640 \u4e2a token \u624d\u628a\u7b54\u6848\u5199\u51fa\u6765\u3002<\/p>\n<p>GLM-5.3 \u548c glm-5.3-flash \u5728 4000 \u4e0a\u9650\u4e0b\u662f\u540c\u6837\u8868\u73b0\uff1a4000 \u4e2a token \u5168\u82b1\u5728\u601d\u8003\u4e0a\uff0c\u6b63\u6587 0 \u5b57\u3002<\/p>\n<p><strong>\u8fd9\u6761\u5751\u7684\u6210\u672c\u662f\u5b9e\u6253\u5b9e\u7684<\/strong>\uff1a\u6309\u7ad9\u5185\u6298\u6263\u4ef7\u6298\u7b97\uff0c\u90a3\u4e24\u6b21\u7a7a\u8f6c\u5927\u7ea6\u82b1\u6389\u4e86 \u00a50.06\uff0c\u4ec0\u4e48\u4e5f\u6ca1\u6362\u5230\u3002\u6240\u4ee5\u4e0a\u7ebf\u524d\u4e00\u5b9a\u5148\u505a\u4e00\u4ef6\u4e8b\uff1a\u62ff\u771f\u5b9e\u4efb\u52a1\u8dd1\u4e00\u904d\uff0c\u770b\u6a21\u578b\u201c\u60f3\u5b8c + \u5199\u5b8c\u201d\u5230\u5e95\u9700\u8981\u591a\u5c11\u8f93\u51fa\u9884\u7b97\uff0c\u7136\u540e\u628a\u4e0a\u9650\u8bbe\u6210\u8fd9\u4e2a\u503c\u7684 1.5 \u500d\u3002\u4e0a\u9650\u8bbe\u5c0f\u4e86\u4e0d\u662f\u7701\u94b1\uff0c\u662f\u628a\u94b1\u6254\u5728\u6ca1\u7ed3\u679c\u7684\u8bf7\u6c42\u4e0a\u3002<\/p>\n<h2>\u516d\u3001\u53d1\u73b0\u56db\uff1a\u7f13\u5b58\u547d\u4e2d 85%\uff0c\u8fd9\u662f\u6700\u5bb9\u6613\u88ab\u5ffd\u7565\u7684\u4e00\u7b14\u6298\u6263<\/h2>\n<p>\u540c\u4e00\u6bb5 449 \u4e2a token \u7684\u957f\u6587\u8fde\u53d1\u4e24\u6b21\uff0c\u4e24\u6b21\u90fd\u547d\u4e2d 384 \u4e2a token \u7684\u7f13\u5b58\uff0c\u547d\u4e2d\u7387 85.5%\u3002<\/p>\n<p>\u5b83\u7684\u4ef7\u503c\u5728\u4ef7\u76ee\u8868\u4e0a\uff1adeepseek-v4.1-flash \u7684\u7f13\u5b58\u547d\u4e2d\u4ef7\u662f 0.02 \u5143\/\u767e\u4e07 token\uff08\u7a7a\u95f2\u65f6\u6bb5\uff09\uff0c\u800c\u672a\u547d\u4e2d\u662f 1 \u5143\/\u767e\u4e07\u2014\u2014<strong>50 \u500d\u5dee\u4ef7<\/strong>\u3002<\/p>\n<p>\u8fd9\u4e5f\u89e3\u91ca\u4e86\u4e3a\u4ec0\u4e48\u201c\u628a\u56fa\u5b9a\u7684\u7cfb\u7edf\u63d0\u793a\u3001\u77e5\u8bc6\u5e93\u7247\u6bb5\u3001\u5386\u53f2\u4e0a\u4e0b\u6587\u653e\u5728\u8bf7\u6c42\u6700\u524d\u9762\u201d\u8fd9\u4ef6\u4e8b\u503c\u5f97\u505a\uff1a\u53ea\u8981\u524d\u7f00\u4e0d\u53d8\uff0c\u540e\u9762\u6bcf\u4e00\u8f6e\u90fd\u5728\u6309 1\/50 \u7684\u4ef7\u683c\u8bfb\u5b83\u3002<\/p>\n<h2>\u4e03\u3001\u4e24\u4e2a\u6a21\u578b\u7684\u5b98\u65b9\u4ef7\u76ee\u8868\uff0c\u4ee5\u53ca\u201c\u8d35\u5728\u54ea\u3001\u7701\u5728\u54ea\u201d<\/h2>\n<p>\u5148\u628a\u4e24\u5bb6\u7684\u5b98\u65b9\u5b9a\u4ef7\u6446\u51fa\u6765\uff08\u5355\u4f4d\uff1a\u5143\/\u767e\u4e07 token\uff0c\u5747\u4e3a\u5b98\u65b9\u73b0\u884c\u4ef7\uff09\u3002<\/p>\n<p>DeepSeek\uff08deepseek-v4.1-flash\uff0c\u5b98\u65b9\u6587\u6863\u6a21\u578b\u540d deepseek-flash\uff09\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u9879\u76ee<\/th>\n<th>\u7a7a\u95f2\u65f6\u6bb5<\/th>\n<th>\u9ad8\u5cf0\u65f6\u6bb5<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u8f93\u5165\u00b7\u7f13\u5b58\u547d\u4e2d<\/td>\n<td>0.02<\/td>\n<td>0.04<\/td>\n<\/tr>\n<tr>\n<td>\u8f93\u5165\u00b7\u7f13\u5b58\u672a\u547d\u4e2d<\/td>\n<td>1<\/td>\n<td>2<\/td>\n<\/tr>\n<tr>\n<td>\u8f93\u51fa<\/td>\n<td>4<\/td>\n<td>8<\/td>\n<\/tr>\n<tr>\n<td>\u4e0a\u4e0b\u6587\u957f\u5ea6<\/td>\n<td>1M<\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>\u6700\u5927\u8f93\u51fa<\/td>\n<td>384K<\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>\u5e76\u53d1\u9650\u5236<\/td>\n<td>2500<\/td>\n<td><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u6ce8\u610f\u5b83\u7684\u8ba1\u8d39\u89c4\u5219\u548c\u5f88\u591a\u4eba\u4ee5\u4e3a\u7684\u4e0d\u4e00\u6837\uff1a<strong>\u9ad8\u5cf0\u65f6\u6bb5\u662f\u5317\u4eac\u65f6\u95f4\u5468\u4e00\u81f3\u5468\u4e94\uff08\u4e0d\u542b\u6cd5\u5b9a\u8282\u5047\u65e5\uff09\u7684 9:00\u201312:00 \u4e0e 14:00\u201318:00\uff0c\u5176\u4f59\u65f6\u6bb5\u2014\u2014\u5305\u62ec\u5468\u672b\u548c\u8282\u5047\u65e5\u5168\u5929\u2014\u2014\u90fd\u662f\u7a7a\u95f2\u65f6\u6bb5\uff0c\u4ef7\u683c\u662f\u9ad8\u5cf0\u7684\u4e00\u534a\u3002<\/strong><\/p>\n<p>\u667a\u8c31\uff08\u5b98\u65b9\u73b0\u884c\u4ef7\uff09\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u6a21\u578b<\/th>\n<th>\u4e0a\u4e0b\u6587<\/th>\n<th>\u8f93\u5165<\/th>\n<th>\u8f93\u51fa<\/th>\n<th>\u7f13\u5b58\u547d\u4e2d<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>GLM-5.3<\/td>\n<td>1M<\/td>\n<td>8<\/td>\n<td>28<\/td>\n<td>2<\/td>\n<\/tr>\n<tr>\n<td>GLM-5.3-Flash<\/td>\n<td>1M<\/td>\n<td>0.8<\/td>\n<td>2.8<\/td>\n<td>0.23<\/td>\n<\/tr>\n<tr>\n<td>GLM-5.3-FlashX<\/td>\n<td>1M<\/td>\n<td>2<\/td>\n<td>7<\/td>\n<td>0.57<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u73b0\u5728\u628a\u7b2c\u4e8c\u8282\u7684\u5b9e\u6d4b\u7528\u91cf\u4ee3\u8fdb\u53bb\uff0c\u5c31\u5f97\u5230\u540c\u4e00\u4ef6\u6d3b\u7684\u771f\u5b9e\u6210\u672c\u5dee\u522b\uff08\u6309\u7ad9\u5185\u516c\u544a\u6298\u6263\u53e3\u5f84\u6298\u7b97\uff0c\u957f\u6587\u6458\u8981\u4efb\u52a1\uff09\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u6a21\u578b<\/th>\n<th>\u8be5\u4efb\u52a1\u8f93\u51fa token<\/th>\n<th>\u5355\u6b21\u6210\u672c\uff08\u7ea6\uff09<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>deepseek-v4.1-flash\uff08\u5173\u601d\u8003\uff09<\/td>\n<td>85<\/td>\n<td>\u00a50.001<\/td>\n<\/tr>\n<tr>\n<td>deepseek-v4.1-flash\uff08\u9ed8\u8ba4\u601d\u8003\uff09<\/td>\n<td>917<\/td>\n<td>\u00a50.005<\/td>\n<\/tr>\n<tr>\n<td>glm-5.3-flash<\/td>\n<td>1058<\/td>\n<td>\u00a50.003<\/td>\n<\/tr>\n<tr>\n<td>GLM-5.3<\/td>\n<td>1218<\/td>\n<td>\u00a50.019<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u5dee\u8ddd\u4e0d\u5728\u201c\u8c01\u4fbf\u5b9c\u201d\uff0c\u800c\u5728\u201c\u8c01\u80af\u5c11\u60f3\u4e00\u4f1a\u513f\u201d\u3002GLM-5.3 \u9ad8\u51fa\u5341\u6765\u500d\uff0c\u4e3b\u8981\u5c31\u662f\u5b83\u4e00\u4e0a\u6765\u5c31\u4ee5\u6700\u9ad8\u5f3a\u5ea6\u601d\u8003\u3002<\/p>\n<h2>\u516b\u3001\u4e3a\u4ec0\u4e48 GLM-5.3 \u5173\u4e0d\u6389\u601d\u8003\uff0c\u800c deepseek-v4.1-flash \u53ef\u4ee5<\/h2>\n<p>\u8fd9\u4e0d\u662f\u8c03\u53c2\u6280\u5de7\uff0c\u662f\u4e24\u4e2a\u6a21\u578b\u7684\u8bbe\u8ba1\u53d6\u6368\uff0c\u5b98\u65b9\u6587\u6863\u5199\u5f97\u5f88\u660e\u767d\uff1a<\/p>\n<ul>\n<li>deepseek-v4.1-flash\uff1a\u601d\u8003\u6a21\u5f0f\u9ed8\u8ba4\u6253\u5f00\u3001\u9ed8\u8ba4\u5f3a\u5ea6 high\uff0c\u4f46<strong>\u652f\u6301\u5207\u5230\u975e\u601d\u8003\u6a21\u5f0f<\/strong>\uff08thinking \u53c2\u6570\uff09\uff0c\u5f3a\u5ea6\u53ef\u7528 reasoning_effort \u8c03 low \/ high \/ max<\/li>\n<\/ul>\n<ul>\n<li>GLM-5.3\uff1a<strong>\u59cb\u7ec8\u542f\u7528\u601d\u8003\uff0c\u4e0d\u652f\u6301\u7981\u7528<\/strong>\uff0c\u5f3a\u5ea6 low \/ high \/ max\uff0c\u9ed8\u8ba4 max<\/li>\n<\/ul>\n<p>\u6240\u4ee5\u9009\u578b\u65f6\u7684\u4e00\u4e2a\u5b9e\u9645\u5224\u65ad\u662f\uff1a<\/p>\n<ul>\n<li>\u5982\u679c\u4f60\u7684\u4e1a\u52a1\u91cc\u5927\u91cf\u662f\u201c\u62bd\u53d6\u3001\u5206\u7c7b\u3001\u6539\u5199\u3001\u683c\u5f0f\u8f6c\u6362\u201d\u8fd9\u7c7b\u6709\u786e\u5b9a\u7b54\u6848\u7684\u4efb\u52a1\uff0cdeepseek-v4.1-flash \u7684\u5f00\u5173\u80fd\u76f4\u63a5\u628a\u8f93\u51fa token \u538b\u6389\u4e00\u4e2a\u6570\u91cf\u7ea7<\/li>\n<\/ul>\n<ul>\n<li>\u5982\u679c\u4f60\u7684\u4e1a\u52a1\u662f\u590d\u6742\u8f6f\u4ef6\u5de5\u7a0b\u3001Agent \u957f\u94fe\u8def\u3001\u9700\u8981\u53cd\u590d\u81ea\u6211\u6821\u9a8c\u7684\u4efb\u52a1\uff0cGLM-5.3 \u7684\u5f3a\u5236\u6df1\u601d\u5c31\u662f\u5b83\u7684\u4f18\u52bf\uff0c\u4ee3\u4ef7\u662f\u90a3\u4e9b\u7b80\u5355\u8bf7\u6c42\u4e5f\u5728\u6309\u6df1\u601d\u8ba1\u8d39\uff1b\u8fd9\u79cd\u60c5\u51b5\u66f4\u9002\u5408\u7528 glm-5.3-flash \u627f\u63a5\u7b80\u5355\u8bf7\u6c42\uff0c\u628a GLM-5.3 \u7559\u7ed9\u771f\u6b63\u96be\u7684\u73af\u8282<\/li>\n<\/ul>\n<p>\u987a\u5e26\u8bf4\u4e00\u4e2a\u5b9e\u6d4b\u4e2d\u7684\u5c0f\u4e8b\uff1a\u6211\u7ed9 GLM-5.3 \u8bd5\u4e86 reasoning_effort \u7684 low \/ high \/ max \u4e09\u6863\uff0c\u5728\u4ee3\u7801\u751f\u6210\u4efb\u52a1\u4e0a\u8f93\u51fa token \u662f 1040 \/ 941 \/ 871\uff0c\u5dee\u5f02\u843d\u5728\u566a\u58f0\u8303\u56f4\u5185\uff1b\u5728\u90a3\u9053\u63a8\u7406\u9898\u4e0a\u4e09\u6863\u90fd\u649e\u6ee1\u4e86\u4e0a\u9650\u3002\u6240\u4ee5\u522b\u6307\u671b\u201c\u628a\u6863\u4f4d\u8c03\u4f4e\u201d\u5c31\u80fd\u7701\u94b1\uff0c<strong>\u771f\u6b63\u6709\u6548\u7684\u662f\u7ed9\u7b80\u5355\u4efb\u52a1\u6362\u5230\u4fbf\u5b9c\u6a21\u578b\u6216\u6362\u6389\u601d\u8003\u5f00\u5173<\/strong>\u3002<\/p>\n<h2>\u4e5d\u3001\u6309\u573a\u666f\u5206\u5de5\uff0c\u800c\u4e0d\u662f\u6bd4\u8c01\u66f4\u5f3a<\/h2>\n<p>\u6309\u8fd9\u6b21\u7684\u5b9e\u6d4b\u7ed3\u679c\uff0c\u4e00\u5957\u6bd4\u8f83\u7701\u5fc3\u7684\u5206\u5de5\u662f\u8fd9\u6837\uff1a<\/p>\n<ul>\n<li>\u62bd\u53d6\u3001\u5206\u7c7b\u3001\u6253\u6807\u3001\u683c\u5f0f\u8f6c\u6362\uff1adeepseek-v4.1-flash + \u5173\u601d\u8003\u3002\u8f93\u51fa token \u6389 90%\uff0c\u7ed3\u679c\u6ca1\u6709\u53d8\u5dee<\/li>\n<\/ul>\n<ul>\n<li>\u957f\u6587\u6458\u8981\u3001\u4f1a\u8bae\u7eaa\u8981\u3001\u5185\u5bb9\u6539\u5199\uff1adeepseek-v4.1-flash \u9ed8\u8ba4\u601d\u8003\uff0c\u6216\u8005 glm-5.3-flash \u515c\u5e95<\/li>\n<\/ul>\n<ul>\n<li>\u4ee3\u7801\u751f\u6210\u3001\u91cd\u6784\u3001Agent \u5de5\u5177\u8c03\u7528\uff1aGLM-5.3 \u6216\u6709\u9884\u7b97\u65f6 deepseek-v4.1-flash \u5f00\u601d\u8003<\/li>\n<\/ul>\n<ul>\n<li>\u9ad8\u5e76\u53d1\u3001\u4f4e\u5ef6\u8fdf\u7684\u7ebf\u4e0a\u94fe\u8def\uff1a\u4f18\u5148\u770b\u5e76\u53d1\u9650\u5236\u548c\u7a7a\u95f2\u65f6\u6bb5\uff0cdeepseek-v4.1-flash \u7684 2500 \u5e76\u53d1\u80fd\u625b\u4f4f\u51b2\u91cf<\/li>\n<\/ul>\n<ul>\n<li>\u6279\u5904\u7406\u3001\u79bb\u7ebf\u4efb\u52a1\uff1a\u632a\u5230\u7a7a\u95f2\u65f6\u6bb5\u8dd1\uff0c\u540c\u6837\u7684\u91cf\u76f4\u63a5\u6253\u4e94\u6298<\/li>\n<\/ul>\n<h2>\u5341\u3001\u63a5\u5165\u53ea\u6709\u4e09\u6b65<\/h2>\n<p>\u4e24\u4e2a\u6a21\u578b\u90fd\u662f OpenAI \u517c\u5bb9\u683c\u5f0f\uff0c\u6362\u6a21\u578b\u53ea\u6539\u4e00\u4e2a\u5b57\u7b26\u4e32\u3002<\/p>\n<p><pre><code>from openai import OpenAI&#10;&#10;client = OpenAI(&#10;    base_url=\"https:\/\/www.timedigital.cn\/v1\",&#10;    api_key=\"\u4f60\u7684\u4ee4\u724c\",&#10;)&#10;&#10;resp = client.chat.completions.create(&#10;    model=\"deepseek-v4.1-flash\",          # \u6216 glm-5.3 \/ glm-5.3-flash&#10;    messages=[{\"role\": \"user\", \"content\": \"\u4f60\u7684\u4efb\u52a1\"}],&#10;    max_tokens=4000,                      # \u5148\u6309\u5b9e\u6d4b\u503c\u7559 1.5 \u500d\u4f59\u91cf&#10;    extra_body={\"thinking\": {\"type\": \"disabled\"}},   # \u7b80\u5355\u4efb\u52a1\u5173\u601d\u8003&#10;)&#10;&#10;print(resp.choices[0].message.content)&#10;print(resp.usage)   # \u770b\u6e05 prompt \/ completion \/ reasoning \u4e09\u6bb5 token<\/code><\/pre>\n<\/p>\n<p>\u4e24\u4e2a\u53c2\u6570\u5efa\u8bae\u4e0a\u7ebf\u524d\u4e00\u5b9a\u8bbe\uff1amax_tokens\uff08\u522b\u8ba9\u5b83\u649e\u4e0a\u9650\u7a7a\u8f6c\uff09\u3001thinking\uff08\u7b80\u5355\u4efb\u52a1\u5173\u6389\uff09\u3002<\/p>\n<h2>\u5e38\u89c1\u95ee\u9898<\/h2>\n<p><strong>Q\uff1a\u5173\u6389\u601d\u8003\u4f1a\u4e0d\u4f1a\u8ba9\u7b54\u6848\u53d8\u5dee\uff1f<\/strong><\/p>\n<p>\u770b\u4efb\u52a1\u3002\u62bd\u53d6\u3001\u5206\u7c7b\u3001\u683c\u5f0f\u8f6c\u6362\u8fd9\u7c7b\u6709\u552f\u4e00\u7b54\u6848\u7684\u4efb\u52a1\uff0c\u5b9e\u6d4b\u8f93\u51fa\u9010\u5b57\u76f8\u540c\uff1b\u5f00\u653e\u5f0f\u5199\u4f5c\u3001\u590d\u6742\u63a8\u7406\u5efa\u8bae\u4fdd\u6301\u9ed8\u8ba4\u3002<\/p>\n<p><strong>Q\uff1a\u4e3a\u4ec0\u4e48\u6211\u7684\u8d26\u5355\u6bd4\u5355\u4ef7\u8868\u7b97\u51fa\u6765\u7684\u9ad8\uff1f<\/strong><\/p>\n<p>\u5148\u770b\u601d\u8003 token \u5360\u6bd4\uff0c\u518d\u770b\u6709\u6ca1\u6709\u649e max_tokens\u3002\u8fd9\u4e24\u9879\u5728\u53ea\u6bd4\u5355\u4ef7\u7684\u65f6\u5019\u662f\u770b\u4e0d\u89c1\u7684\u3002<\/p>\n<p><strong>Q\uff1a\u957f\u6587\u672c\u4e00\u5b9a\u8981\u7528 1M \u4e0a\u4e0b\u6587\u5417\uff1f<\/strong><\/p>\n<p>\u4e0d\u4e00\u5b9a\uff0c\u4f46\u957f\u4e0a\u4e0b\u6587\u7684\u6210\u672c\u5927\u5934\u5728\u8f93\u51fa\u4e0d\u5728\u8f93\u5165\u2014\u2014\u8f93\u5165\u4fbf\u5b9c\uff0c\u8ba9\u6a21\u578b\u5c11\u60f3\u624d\u7701\u94b1\u3002<\/p>\n<p><strong>Q\uff1aGLM-5.3 \u548c glm-5.3-flash \u600e\u4e48\u9009\uff1f<\/strong><\/p>\n<p>\u540c\u4e00\u5bb6\u7684\u65d7\u8230\u548c\u8f7b\u91cf\u7248\u3002\u7b80\u5355\u8bf7\u6c42\u8d70 flash\uff0c\u590d\u6742\u4efb\u52a1\u8d70\u65d7\u8230\uff0c\u5b9e\u6d4b\u540c\u4e00\u4efb\u52a1\u6210\u672c\u5dee 6 \u500d\u4ee5\u4e0a\u3002<\/p>\n<h2>\u5199\u5728\u6700\u540e<\/h2>\n<p>\u5199\u8fd9\u7bc7\u7684\u8d77\u56e0\u5f88\u7b80\u5355\uff1a\u6211\u4eec\u53d1\u73b0\u62a5\u4ef7\u8868\u4e0a\u770b\u7740\u5dee\u4e0d\u591a\u7684\u4e24\u4e2a\u6a21\u578b\uff0c\u8dd1\u540c\u6837\u7684\u91cf\uff0c\u8d26\u5355\u80fd\u5dee\u51fa\u4e94\u500d\u3002\u5dee\u7684\u4e0d\u662f\u5355\u4ef7\uff0c\u662f\u201c\u6a21\u578b\u5728\u7ed9\u51fa\u7b54\u6848\u4e4b\u524d\u613f\u610f\u601d\u8003\u591a\u4e45\u201d\u3002<\/p>\n<p>\u6570\u5b57\u65f6\u4ee3\u540c\u65f6\u63a5\u5165\u4e86 deepseek-v4.1-flash \u4e0e GLM-5.3 \u5168\u7cfb\uff1adeepseek-v4.1-flash \u6309\u5b98\u65b9\u4ef7 6.5 \u6298\u5e76\u4e0e\u5b98\u65b9\u540c\u6b65\u95f2\u5fd9\u8ba1\u8d39\uff0cGLM-5.3 \u5b98\u65b9\u4ef7 5 \u6298\uff0cglm-5.3-flash \u6298\u540e\u8f93\u5165 0.64 \u5143 \/ \u8f93\u51fa 2.24 \u5143 \/ \u7f13\u5b58 0.184 \u5143\uff0c\u5747\u4e3a\u767e\u4e07 token \u8ba1\u4ef7\u3002<\/p>\n<p>\u60f3\u628a\u4e0a\u9762\u8fd9\u5957\u5206\u5de5\u5148\u8bd5\u4e00\u904d\uff0c\u53ef\u4ee5\u76f4\u63a5\u62ff\u4e00\u6bb5\u771f\u5b9e\u4e1a\u52a1\u6587\u672c\u8dd1\u4e00\u6b21\u201c\u5f00\u601d\u8003 vs \u5173\u601d\u8003\u201d\u7684\u5bf9\u7167\uff0c\u6210\u672c\u4e0d\u5230\u4e00\u5206\u94b1\uff0c\u5dee\u8ddd\u4e00\u773c\u5c31\u80fd\u770b\u89c1\u3002<\/p>\n<p>\u6709\u5177\u4f53\u573a\u666f\u60f3\u8ba9\u6211\u4eec\u5e2e\u5fd9\u4f30\u7528\u91cf\u548c\u6210\u672c\u7684\uff0c\u52a0\u5ba2\u670d\u5fae\u4fe1 wu6512362\uff0c\u8bf4\u6e05\u695a\u4efb\u52a1\u7c7b\u578b\u548c\u65e5\u8c03\u7528\u91cf\u5c31\u884c\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4e00\u3001\u5148\u8bf4\u8fd9\u6b21\u5b9e\u6d4b\u7684\u6761\u4ef6 \u6700\u8fd1\u540e\u53f0\u88ab\u95ee\u5f97\u6700\u591a\u7684\u4e00\u53e5\u8bdd\u662f\uff1adeepseek-v4.1-flash \u548c GLM-5. [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-913","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/www.timedigital.cn\/new\/wp-json\/wp\/v2\/posts\/913","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.timedigital.cn\/new\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.timedigital.cn\/new\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.timedigital.cn\/new\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.timedigital.cn\/new\/wp-json\/wp\/v2\/comments?post=913"}],"version-history":[{"count":1,"href":"https:\/\/www.timedigital.cn\/new\/wp-json\/wp\/v2\/posts\/913\/revisions"}],"predecessor-version":[{"id":915,"href":"https:\/\/www.timedigital.cn\/new\/wp-json\/wp\/v2\/posts\/913\/revisions\/915"}],"wp:attachment":[{"href":"https:\/\/www.timedigital.cn\/new\/wp-json\/wp\/v2\/media?parent=913"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.timedigital.cn\/new\/wp-json\/wp\/v2\/categories?post=913"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.timedigital.cn\/new\/wp-json\/wp\/v2\/tags?post=913"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}