{"id":2781,"date":"2025-03-21T15:38:10","date_gmt":"2025-03-21T07:38:10","guid":{"rendered":"https:\/\/aws-oncloudai.com\/?p=2781"},"modified":"2025-05-27T10:05:44","modified_gmt":"2025-05-27T02:05:44","slug":"zqwbshmxamxd","status":"publish","type":"post","link":"https:\/\/aws-oncloudai.com\/zh_hk\/zqwbshmxamxd\/","title":{"rendered":"\u6700\u5f37\u6587\u5b57\u5be9\u6838\u6a21\u578b-Amazon Bedrock\u6a21\u578b\uff1aDeepSeek vs Nova vs Claude"},"content":{"rendered":"<p>\u5728\u7db2\u8def\u5feb\u901f\u767c\u5c55\u7684\u80cc\u666f\u4e0b\uff0c\u4f7f\u7528\u8005\u751f\u6210\u5167\u5bb9\uff08UGC\uff09\u6fc0\u589e\uff0c\u793e\u7fa4\u5a92\u9ad4\u3001\u96fb\u5546\u548c\u5f71\u7247\u5e73\u53f0\u4e0a\u6e67\u73fe\u5927\u91cf\u6587\u5b57\u3001\u5716\u7247\u3001\u5f71\u7247\u7b49\u8cc7\u8a0a\u3002\u7136\u800c\uff0c\u5176\u4e2d\u53ef\u80fd\u5305\u542b\u4e0d\u7576\u6216\u9055\u6cd5\u5167\u5bb9\uff0c\u5f71\u97ff\u5e73\u53f0\u5f62\u8c61\u548c\u4f7f\u7528\u8005\u9ad4\u9a57\u3002\u56e0\u6b64\uff0c\u9ad8\u6548\u3001\u6e96\u78ba\u7684\u5167\u5bb9\u5be9\u6838\u81f3\u95dc\u91cd\u8981\u3002<\/p>\n<p>\u50b3\u7d71\u4eba\u5de5\u5be9\u6838\u6210\u672c\u9ad8\u3001\u6548\u7387\u4f4e\uff0c\u4e14\u6613\u53d7\u4e3b\u89c0\u56e0\u7d20\u5f71\u97ff\uff0c\u96e3\u4ee5\u61c9\u4ed8\u591a\u6a21\u614b\u3001\u591a\u8a9e\u8a00\u7684\u5be9\u6838\u9700\u6c42\u3002\u751f\u6210\u5f0fAI \u6280\u8853\u63d0\u4f9b\u4e86\u65b0\u7684\u89e3\u6c7a\u65b9\u6848\uff0c\u4f9d\u8a17\u5927\u8a9e\u8a00\u6a21\u578b\u548c\u591a\u6a21\u614b\u6a21\u578b\uff0c\u53ef\u81ea\u52d5\u3001\u6709\u6548\u7387\u5730\u8fa8\u8b58\u9055\u898f\u5167\u5bb9\uff0c\u512a\u5316\u5be9\u6838\u6d41\u7a0b\u3002<\/p>\n<p>\u672c\u6587\u5c07\u63a2\u8a0e\u5982\u4f55\u5229\u7528Amazon Bedrock \u63d0\u4f9b\u7684\u751f\u6210\u5f0fAI \u6a21\u578b\u9032\u884c\u6587\u5b57\u5be9\u6838\uff0c\u4e26\u5f9e\u6e96\u78ba\u7387\u3001\u5ef6\u9072\u3001\u6210\u672c\u7b49\u65b9\u9762\u8a55\u4f30DeepSeek\u3001Nova\u3001Claude 3.x \u7b49\u6a21\u578b\u7684\u8868\u73fe\uff0c\u5e6b\u52a9\u4f7f\u7528\u8005\u9078\u64c7\u6700\u512a\u65b9\u6848\u3002<\/p>\n<p>&nbsp;<\/p>\n<h4>DeepSeek \u6a21\u578b\u5b58\u53d6\u53ca\u8aaa\u660e<\/h4>\n<p>DeepSeek \u662f\u4e2d\u570bAI \u65b0\u5275\u516c\u53f8\uff0c2024 \u5e7412 \u6708\u63a8\u51faDeepSeek-V3\uff0c\u96a8\u5f8c\u65bc2025 \u5e741 \u6708\u767c\u5e03DeepSeek-R1\u3001DeepSeek-R1-Zero\uff086710 \u5104\u53c3\u6578\uff09\u53caDeepSeek-R1-Distill\uff081.5-70 \u5104\u53c3\u6578\uff09\u7b49\u6a21\u578b\u3002\u9019\u4e9b\u6a21\u578b\u5747\u53ef\u516c\u958b\u53d6\u5f97\uff0c\u6210\u672c\u6bd4\u540c\u985e\u7522\u54c1\u4f4e90-95%\uff0c\u5177\u5099\u5f37\u5927\u63a8\u7406\u80fd\u529b\u548c\u9ad8\u6027\u50f9\u6bd4\u3002<\/p>\n<p>\u60a8\u53ef\u4f7f\u7528\u6d77\u5916\u5340\u4e9e\u99ac\u905c\u96f2\u7aef\u79d1\u6280\u5e33\u865f\uff0c\u5728Amazon Bedrock \u6216Amazon SageMaker AI \u90e8\u7f72DeepSeek-R1 \u53ca\u5176\u84b8\u993e\u6a21\u578b\u3002 Bedrock \u9069\u7528\u65bc\u5feb\u901fAPI \u96c6\u6210\uff0cSageMaker AI \u5247\u652f\u63f4\u66f4\u6df1\u5ea6\u7684\u5ba2\u88fd\u5316\u548c\u8a13\u7df4\u3002\u6b64\u5916\uff0cAWS Trainium \u8207Inferentia \u53ef\u5354\u52a9\u5728EC2 \u6216SageMaker AI \u4e0a\u6709\u6548\u90e8\u7f72DeepSeek-R1-Distill \u9032\u884c\u6587\u5b57\u5be9\u6838\u3002<\/p>\n<p>\u82e5\u4f7f\u7528\u4e9e\u99ac\u905c\u96f2\u7aef\u79d1\u6280\u4e2d\u570b\u5340\u5e33\u865f\uff0c\u53ef\u900f\u904e\u5408\u4f5c\u5925\u4f34\u77fd\u57fa\u6d41\u52d5\uff0c\u5728Marketplace \u5b58\u53d6DeepSeek \u5168\u7cfb\u5217\u6a21\u578b\uff0c\u4e26\u9078\u64c7SageMaker AI \u6216EC2 \u9032\u884c\u79c1\u6709\u5316\u90e8\u7f72\uff0c\u5be6\u73fe\u9ad8\u6548\u5be9\u6838\u3002<\/p>\n<p>&nbsp;<\/p>\n<h4>DeepSeek \u7cfb\u5217\u6a21\u578b\u5728\u6587\u672c\u5be9\u67e5\u4e0a\u7684\u5c0d\u6bd4<\/h4>\n<p>\u6b64\u6b21\u6578\u64da\u6bd4\u8f03\u4e86DeepSeek \u7cfb\u5217\u6a21\u578b\u5728\u6587\u5b57\u5be9\u6838\u4e2d\u7684\u8868\u73fe\uff0c\u4f7f\u7528Amazon Marketplace Siliconflow API \u548cAmazon Bedrock DeepSeek-R1 API \u9032\u884c\u6e2c\u8a66\u3002<\/p>\n<p><strong>\u6e96\u78ba\u7387\u65b9\u9762<\/strong>\uff0cDeepSeek-R1 \u6700\u9ad8\uff0c\u905497.14%\uff0cDeepSeek Distilled Qwen 32B \u70ba92.86%\uff0c\u8d85\u904eDeepSeek Distilled Llama70B\uff0c\u50c5\u6b21\u65bcDeepSeek-R1\u3002<\/p>\n<p><strong>\u53cd\u61c9\u901f\u5ea6<\/strong>\uff0cDeepSeek Distilled Qwen 32B \u9996\u5b57\u7bc0\u5ef6\u90720.29ms\uff0c\u6bd4DeepSeek-R1 \u5feb\u4e00\u500d\u3002<\/p>\n<p><strong>\u6210\u672c\u5c0d\u6bd4<\/strong>\uff0c\u57281 \u842c\u6b21\u8abf\u7528\u4e0b\uff0cDeepSeek Distilled Qwen 32B \u548cDeepSeek-V3 \u7684\u50f9\u683c\u50c5\u70baDeepSeek-R1 \u77fd\u57fa\u6d41\u52d5API \u768413%\u3002 Bedrock DeepSeek-R1 API \u50f9\u683c\u7565\u9ad8\uff0c\u4f46\u5ef6\u9072\u964d\u4f4e52.6%\uff0c\u9996\u5b57\u7bc0\u56de\u61c9\u63d0\u534740%\u3002<\/p>\n<p><strong>\u7d50\u8ad6<\/strong>\uff1aDeepSeek Distilled Qwen 32B \u548cDeepSeek-R1 \u5177\u5099\u6700\u4f73\u6027\u50f9\u6bd4\uff0cDeepSeek-V3 \u9069\u5408\u7121\u6a21\u578b\u8ffd\u6eaf\u9700\u6c42\u7684\u7528\u6236\uff0c\u4ee5\u66f4\u4f4e\u6210\u672c\u63d0\u4f9b\u9ad8\u6e96\u78ba\u6027\u5be9\u6838\u3002<\/p>\n<p><em>\u8a3b\uff1aDeepSeek \u77fd\u57fa\u6d41\u52d5API \u50c5\u9069\u7528\u65bc\u4e2d\u570b\u5340\u5e33\u865f\uff0c\u6d77\u5916\u7528\u6236\u53ef\u4f7f\u7528Bedrock DeepSeek-R1 API\u3002<\/em><\/p>\n<p>&nbsp;<\/p>\n<table border=\"1\">\n<tbody>\n<tr>\n<td width=\"184\"><strong>DeepSeek\u00a0<\/strong><strong>\u7cfb\u5217\u6a21\u578b<\/strong><\/td>\n<td width=\"88\"><strong>\u6e96\u78ba\u7387<\/strong><\/td>\n<td width=\"88\"><strong>total latency\/s<\/strong><\/td>\n<td width=\"88\"><strong>ttft\/s<\/strong><\/td>\n<td width=\"93\"><strong>API\u00a0<\/strong><strong>\u6bcf\u767e\u842ctoken\u00a0<\/strong><strong>\u8abf\u7528\u50f9\u683c<\/strong><\/td>\n<td width=\"88\"><strong>EC2\u00a0<\/strong><strong>\u90e8\u7f72\u50f9\u683c\/<\/strong><strong>\u5c0f\u6642<\/strong><\/td>\n<td width=\"88\"><strong>\u90e8\u7f72\u65b9\u5f0f<\/strong><\/td>\n<td width=\"88\"><strong>\u6a5f\u578b<\/strong><\/td>\n<\/tr>\n<tr>\n<td width=\"184\">DeepSeek Distilled Qwen1.5B<\/td>\n<td width=\"88\">11.43%<\/td>\n<td width=\"88\">2.31<\/td>\n<td width=\"88\">0.04<\/td>\n<td width=\"93\">\u00a51.50<\/td>\n<td width=\"88\">$1.21<\/td>\n<td width=\"88\">Amazon EC2<\/td>\n<td width=\"88\">g5.2xlarge<\/td>\n<\/tr>\n<tr>\n<td width=\"184\">DeepSeek Distilled Qwen7B<\/td>\n<td width=\"88\">65.71%<\/td>\n<td width=\"88\">3.4<\/td>\n<td width=\"88\">0.09<\/td>\n<td width=\"93\">\u00a53.75<\/td>\n<td width=\"88\">$1.21<\/td>\n<td width=\"88\">Amazon EC2<\/td>\n<td width=\"88\">g5.2xlarge<\/td>\n<\/tr>\n<tr>\n<td width=\"184\">DeepSeek Distilled Qwen14B<\/td>\n<td width=\"88\">84.29%<\/td>\n<td width=\"88\">16.002<\/td>\n<td width=\"88\">0.62<\/td>\n<td width=\"93\">\u00a57.49<\/td>\n<td width=\"88\">$5.67<\/td>\n<td width=\"88\">Amazon EC2<\/td>\n<td width=\"88\">g5.12xlarge<\/td>\n<\/tr>\n<tr>\n<td width=\"184\">DeepSeek Distilled Qwen32B<\/td>\n<td width=\"88\">92.86%<\/td>\n<td width=\"88\">11.26<\/td>\n<td width=\"88\">0.26<\/td>\n<td width=\"93\">\u00a512.60<\/td>\n<td width=\"88\">$5.67<\/td>\n<td width=\"88\">Amazon EC2<\/td>\n<td width=\"88\">g5.12xlarge<\/td>\n<\/tr>\n<tr>\n<td width=\"184\">DeepSeek Distilled Llama8B<\/td>\n<td width=\"88\">72.86%<\/td>\n<td width=\"88\">15.53<\/td>\n<td width=\"88\">0.39<\/td>\n<td width=\"93\">\u00a54.49<\/td>\n<td width=\"88\">$1.21<\/td>\n<td width=\"88\">Amazon EC2<\/td>\n<td width=\"88\">g5.2xlarge<\/td>\n<\/tr>\n<tr>\n<td width=\"184\">DeepSeek Distilled Llama70B<\/td>\n<td width=\"88\">91.42%<\/td>\n<td width=\"88\">2.95<\/td>\n<td width=\"88\">0.3<\/td>\n<td width=\"93\">\u00a544.19<\/td>\n<td width=\"88\">$4.60<\/td>\n<td width=\"88\">Amazon EC2<\/td>\n<td width=\"88\">g6.12xlarge<\/td>\n<\/tr>\n<tr>\n<td width=\"184\">Deepseek-R1 \u77fd\u57fa\u6d41\u52d5API<\/td>\n<td width=\"88\">97.14%<\/td>\n<td width=\"88\">21.55<\/td>\n<td width=\"88\">0.4241<\/td>\n<td width=\"93\">\u00a5111.20<\/td>\n<td width=\"88\">NaN<\/td>\n<td width=\"88\">Amazon Marketplace \u77fd\u57fa\u6d41\u52d5 API<\/td>\n<td width=\"88\">NaN<\/td>\n<\/tr>\n<tr>\n<td width=\"184\">Bedrock DeepSeek-R1 API<\/td>\n<td width=\"88\">97.14%<\/td>\n<td width=\"88\">10.22<\/td>\n<td width=\"88\">0.25<\/td>\n<td width=\"93\">\u00a5271.40<\/td>\n<td width=\"88\">NaN<\/td>\n<td width=\"88\">Amazon Bedrock DeepSeek API<\/td>\n<td width=\"88\">NaN<\/td>\n<\/tr>\n<tr>\n<td width=\"184\">DeepSeek-V3<\/td>\n<td width=\"88\">95.71%<\/td>\n<td width=\"88\">8.2<\/td>\n<td width=\"88\">0.75<\/td>\n<td width=\"93\">\u00a515.28<\/td>\n<td width=\"88\">NaN<\/td>\n<td width=\"88\">Amazon Marketplace \u77fd\u57fa\u6d41\u52d5 API<\/td>\n<td width=\"88\">NaN<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>&nbsp;<\/p>\n<h4><strong>\u6a21\u578b\u6e96\u78ba\u7387\u5c0d\u6bd4<\/strong><\/h4>\n<p>\u5728\u6587\u672c\u5be9\u67e5\u4efb\u52d9\u4e2d\uff0cDeepSeek-R1 \u4ee597.14% \u7684\u6e96\u78ba\u7387\u9818\u5148\uff0cDeepSeek-V3 \u905495.71%\uff0cDeepSeek Distilled Qwen 32B \u548cDeepSeek Distilled Llama 70B \u5206\u5225\u70ba92.8613T \u548cDeepSeek Distilled Llama 70B \u5206\u5225\u70ba92.8613T \u548cTP3T213T\u3002\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0cQwen 32B \u8d85\u904e\u4e86Llama 70B\uff0c\u50c5\u6b21\u65bcDeepSeek-R1\u3002<\/p>\n<p>&nbsp;<\/p>\n<h4><strong>\u5ef6\u9072\u6548\u80fd\u5c0d\u6bd4<\/strong><\/h4>\n<p>API \u547c\u53eb\u4e0b\uff0cBedrock DeepSeek-R1 \u6bd4\u77fd\u57fa\u6d41\u52d5API \u9996\u4f4d\u5143\u7d44\u56de\u61c9\u5feb40%\uff0c\u7e3d\u5ef6\u9072\u964d\u4f4e52.6%\u3002 DeepSeek-V3 \u7e3d\u5ef6\u9072\u6700\u4f4e\uff0c\u4f46\u9996\u5b57\u7bc0\u53cd\u61c9\u8f03\u6162\u3002<\/p>\n<p>\u5728EC2 \u90e8\u7f72\u4e2d\uff0c\u5c0f\u578b\u6a21\u578b\u5982DeepSeek Distilled Qwen 7B \u548c1.5B \u5177\u5099\u6700\u4f4e\u7684\u9996\u5b57\u7bc0\u5ef6\u9072\uff080.09s \u548c0.04s\uff09\uff0c\u4f46\u7e3d\u5ef6\u9072\u8f03\u9ad8\u3002\u5927\u578b\u6a21\u578b\u5982Llama 70B \u5728g6.12xlarge \u4e0a\u7e3d\u5ef6\u9072\u50c52.95s\uff0cQwen 32B \u5728g5.12xlarge \u4e0a\u9996\u5b57\u7bc0\u5ef6\u90720.26s\uff0c\u7e3d\u5ef6\u907211.26s\u3002\u6574\u9ad4\u4f86\u770b\uff0c\u5c0f\u6a21\u578b\u53cd\u61c9\u5feb\uff0c\u5927\u6a21\u578b\u5728\u9069\u7576\u786c\u9ad4\u4e0b\u6574\u9ad4\u5ef6\u9072\u66f4\u512a\u3002<\/p>\n<p>&nbsp;<\/p>\n<h4><strong>\u6210\u672c\u5c0d\u6bd4<\/strong><\/h4>\n<p>API \u65b9\u9762\uff0cDeepSeek-V3 \u50f9\u683c\u50c5\u70baDeepSeek-R1 \u77fd\u57fa\u6d41\u52d5API \u768413.7%\uff0c\u6e96\u78ba\u7387\u4e0b\u964d1.43%\uff0c\u6027\u50f9\u6bd4\u7a81\u51fa\u3002 Bedrock DeepSeek-R1 \u50f9\u683c\u8f03\u9ad8\uff0c\u4f46\u5ef6\u9072\u512a\u5316\u660e\u986f\uff0c\u9069\u7528\u65bc\u97ff\u61c9\u901f\u5ea6\u8981\u6c42\u9ad8\u7684\u5834\u666f\u3002<\/p>\n<p>EC2 \u90e8\u7f72\u65b9\u9762\uff0cDeepSeek Distilled Qwen 32B \u5e73\u8861\u4e86\u6e96\u78ba\u7387\u8207\u6210\u672c\uff0c\u800cLlama 70B \u4ee5\u8f03\u4f4e\u6210\u672c\u63d0\u4f9b\u63a5\u8fd1\u7684\u6e96\u78ba\u7387\u3002\u5c0f\u578b\u6a21\u578b\u96d6\u4fbf\u5b9c\uff0c\u4f46\u6e96\u78ba\u7387\u4e0b\u964d\u660e\u986f\uff0c\u4e0d\u9069\u5408\u9ad8\u7cbe\u6e96\u5be9\u6838\u9700\u6c42\u3002<\/p>\n<p>&nbsp;<\/p>\n<h4><strong>DeepSeek vs Claude vs Nova \u5c0d\u6bd4<\/strong><\/h4>\n<p>\u63a5\u4e0b\u4f86\uff0c\u6211\u5011\u5c07\u5728\u540c\u4e00\u8cc7\u6599\u96c6\u4e0a\u6bd4\u8f03DeepSeek-R1\u3001Claude 3.x \u548cNova \u7cfb\u5217\u6a21\u578b\uff0c\u8a55\u4f30\u5b83\u5011\u5728\u6587\u5b57\u5be9\u6838\u4e2d\u7684\u7d9c\u5408\u8868\u73fe\u3002<\/p>\n<p>&nbsp;<\/p>\n<table style=\"width: 100%; height: 528px;\" border=\"1\">\n<tbody>\n<tr style=\"height: 48px;\">\n<td style=\"height: 48px;\" width=\"88\">\u6e96\u78ba\u7387<\/td>\n<td style=\"height: 48px;\" width=\"88\">total latency\/s<\/td>\n<td style=\"height: 48px;\" width=\"88\">ttft\/s<\/td>\n<td style=\"height: 48px;\" width=\"93\">\u50f9\u683c\/1 \u842c\u6b21\u8abf\u7528<\/td>\n<td style=\"height: 48px;\" width=\"88\">\u5e73\u5747\u8f38\u5165token\/\u6b21<\/td>\n<td style=\"height: 48px;\" width=\"88\">\u5e73\u5747\u8f38\u51fatoken\/\u6b21<\/td>\n<td style=\"height: 48px;\" width=\"88\">\u90e8\u7f72\u65b9\u5f0f<\/td>\n<\/tr>\n<tr style=\"height: 96px;\">\n<td style=\"height: 96px;\" width=\"142\">Deepseek-V3<\/td>\n<td style=\"height: 96px;\" width=\"88\">95.71%<\/td>\n<td style=\"height: 96px;\" width=\"88\">8.2<\/td>\n<td style=\"height: 96px;\" width=\"88\">0.75<\/td>\n<td style=\"height: 96px;\" width=\"93\">\u00a515.28<\/td>\n<td style=\"height: 96px;\" width=\"88\">500<\/td>\n<td style=\"height: 96px;\" width=\"88\">66<\/td>\n<td style=\"height: 96px;\" width=\"88\">Amazon Marketplace \u77fd\u57fa\u6d41\u52d5 API<\/td>\n<\/tr>\n<tr style=\"height: 48px;\">\n<td style=\"height: 48px;\" width=\"142\">Bedrock DeepSeek R1 API<\/td>\n<td style=\"height: 48px;\" width=\"88\">97.14%<\/td>\n<td style=\"height: 48px;\" width=\"88\">10.22<\/td>\n<td style=\"height: 48px;\" width=\"88\">0.25<\/td>\n<td style=\"height: 48px;\" width=\"93\">\u00a5271.40<\/td>\n<td style=\"height: 48px;\" width=\"88\">500<\/td>\n<td style=\"height: 48px;\" width=\"88\">570<\/td>\n<td style=\"height: 48px;\" width=\"88\">Amazon Bedrock API<\/td>\n<\/tr>\n<tr style=\"height: 96px;\">\n<td style=\"height: 96px;\" width=\"142\">DeepSeek-R1 \u77fd\u57fa\u6d41\u52d5API<\/td>\n<td style=\"height: 96px;\" width=\"88\">97.14%<\/td>\n<td style=\"height: 96px;\" width=\"88\">21.55<\/td>\n<td style=\"height: 96px;\" width=\"88\">0.4241<\/td>\n<td style=\"height: 96px;\" width=\"93\">\u00a5111.20<\/td>\n<td style=\"height: 96px;\" width=\"88\">500<\/td>\n<td style=\"height: 96px;\" width=\"88\">570<\/td>\n<td style=\"height: 96px;\" width=\"88\">Amazon Marketplace \u77fd\u57fa\u6d41\u52d5API<\/td>\n<\/tr>\n<tr style=\"height: 48px;\">\n<td style=\"height: 48px;\" width=\"142\">Claude 3.5 Haiku<\/td>\n<td style=\"height: 48px;\" width=\"88\">91.43%<\/td>\n<td style=\"height: 48px;\" width=\"88\">3.53<\/td>\n<td style=\"height: 48px;\" width=\"88\">0.46<\/td>\n<td style=\"height: 48px;\" width=\"93\">\u00a549.43<\/td>\n<td style=\"height: 48px;\" width=\"88\">500<\/td>\n<td style=\"height: 48px;\" width=\"88\">175<\/td>\n<td style=\"height: 48px;\" width=\"88\">Amazon Bedrock API<\/td>\n<\/tr>\n<tr style=\"height: 48px;\">\n<td style=\"height: 48px;\" width=\"142\">Claude 3.5 Sonnet<\/td>\n<td style=\"height: 48px;\" width=\"88\">95.71%<\/td>\n<td style=\"height: 48px;\" width=\"88\">4.37<\/td>\n<td style=\"height: 48px;\" width=\"88\">0.53<\/td>\n<td style=\"height: 48px;\" width=\"93\">\u00a5134.81<\/td>\n<td style=\"height: 48px;\" width=\"88\">500<\/td>\n<td style=\"height: 48px;\" width=\"88\">150<\/td>\n<td style=\"height: 48px;\" width=\"88\">Amazon Bedrock API<\/td>\n<\/tr>\n<tr style=\"height: 48px;\">\n<td style=\"height: 48px;\" width=\"142\">Claude 3.7 Sonnet<\/td>\n<td style=\"height: 48px;\" width=\"88\">97.14%<\/td>\n<td style=\"height: 48px;\" width=\"88\">3.81<\/td>\n<td style=\"height: 48px;\" width=\"88\">0.73<\/td>\n<td style=\"height: 48px;\" width=\"93\">\u00a5134.81<\/td>\n<td style=\"height: 48px;\" width=\"88\">500<\/td>\n<td style=\"height: 48px;\" width=\"88\">150<\/td>\n<td style=\"height: 48px;\" width=\"88\">Amazon Bedrock API<\/td>\n<\/tr>\n<tr style=\"height: 48px;\">\n<td style=\"height: 48px;\" width=\"142\">Amazon Nova Pro<\/td>\n<td style=\"height: 48px;\" width=\"88\">95.71%<\/td>\n<td style=\"height: 48px;\" width=\"88\">2.65<\/td>\n<td style=\"height: 48px;\" width=\"88\">0.43<\/td>\n<td style=\"height: 48px;\" width=\"93\">\u00a545.56<\/td>\n<td style=\"height: 48px;\" width=\"88\">500<\/td>\n<td style=\"height: 48px;\" width=\"88\">73<\/td>\n<td style=\"height: 48px;\" width=\"88\">Amazon Bedrock API<\/td>\n<\/tr>\n<tr style=\"height: 48px;\">\n<td style=\"height: 48px;\" width=\"142\">Amazon Nova Lite<\/td>\n<td style=\"height: 48px;\" width=\"88\">94.28%<\/td>\n<td style=\"height: 48px;\" width=\"88\">1.1<\/td>\n<td style=\"height: 48px;\" width=\"88\">0.38<\/td>\n<td style=\"height: 48px;\" width=\"93\">\u00a53.62<\/td>\n<td style=\"height: 48px;\" width=\"88\">500<\/td>\n<td style=\"height: 48px;\" width=\"88\">85<\/td>\n<td style=\"height: 48px;\" width=\"88\">Amazon Bedrock API<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>&nbsp;<\/p>\n<h4><strong>\u6a21\u578b\u6e96\u78ba\u7387\u5c0d\u6bd4<\/strong><\/h4>\n<p>\u5728\u6587\u672c\u5be9\u67e5\u4efb\u52d9\u4e2d\uff0cClaude 3.7 Sonnet \u8207DeepSeek-R1 \u4ee597.14% \u7684\u6e96\u78ba\u7387\u4e26\u5217\u7b2c\u4e00\uff0cAmazon Nova Pro\u3001Claude 3.5 Sonnet \u548cDeepSeek-V3 \u7dca\u96a8\u5176\u5f8c\uff0c\u5747\u70ba95.71%\u3002 Amazon Nova Lite \u5728\u4f4e\u5ef6\u9072\u548c\u6210\u672c\u4e0a\u7684\u512a\u52e2\u4e5f\u503c\u5f97\u95dc\u6ce8\u3002<\/p>\n<p>&nbsp;<\/p>\n<h4><strong>\u5ef6\u9072\u6548\u80fd\u5c0d\u6bd4<\/strong><\/h4>\n<p>Amazon Nova Lite \u4ee51.1s \u7e3d\u5ef6\u9072\u548c0.38s \u9996\u5b57\u7bc0\u5ef6\u9072\uff08TTFT\uff09\u8868\u73fe\u6700\u4f73\uff0cNova Pro \u7e3d\u5ef6\u90722.65s\uff0c\u9996\u5b57\u7bc0\u5ef6\u90720.43s\uff0cClaude 3.7 Sonnet \u5728\u9ad8\u6e96\u78ba\u7387\u7684\u540c\u6642\uff0c\u5ef6\u9072\u50c53.81s\u3002<\/p>\n<p>DeepSeek \u7cfb\u5217\u5ef6\u9072\u8f03\u9ad8\uff0cDeepSeek-V3 \u7e3d\u5ef6\u90728.2s\uff0c\u9996\u5b57\u7bc0\u5ef6\u90720.75s\uff0cDeepSeek-R1 API \u53d7reasoning \u88fd\u7a0b\u5f71\u97ff\uff0cBedrock \u7248\u7e3d\u5ef6\u907210.22s\uff0c\u9996\u5b57\u7bc0\u5ef6\u90720.25s\uff0c\u76f8\u8f03\u77fd\u57fa\u6d41\u52d5API \u901f\u5ea6\u66f4\u512a\u3002\u6574\u9ad4\u4f86\u770b\uff0cClaude \u548cNova \u7cfb\u5217\u5728\u5ef6\u9072\u65b9\u9762\u660e\u986f\u9818\u5148\u3002<\/p>\n<p>&nbsp;<\/p>\n<h4><strong>\u6210\u672c\u6bd4\u8f03\u5206\u6790<\/strong><\/h4>\n<p>Amazon Nova Lite \u4ee5\u00a53.62\/\u842c\u6b21\u8abf\u7528\u7684\u50f9\u683c\u6700\u5177\u6027\u50f9\u6bd4\uff0cNova Pro \u00a545.56\uff0c\u6027\u50f9\u6bd4\u4ecd\u4f73\u3002 Claude 3.7 Sonnet \u8207DeepSeek-R1 \u77fd\u57fa\u6d41\u52d5API \u50f9\u683c\u76f8\u8fd1\uff0c\u4f46Claude 3.7 \u53ef\u900f\u904e\u8abf\u6574max output token \u63a7\u88fd\u6210\u672c\uff0c\u800cBedrock \u7248DeepSeek-R1 \u4ee5\u8f03\u4f4e\u5ef6\u9072\u512a\u5316\u9ad4\u9a57\uff0810.22s\uff09\u3002<\/p>\n<p>\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0cDeepSeek-R1 \u6bcf\u6b21\u8abf\u7528\u5e73\u5747\u8f38\u51fa570 \u500btoken\uff0c\u9060\u9ad8\u65bcClaude\uff08150-175\uff09\u3001Nova\uff0866-85\uff09\u548cDeepSeek-V3\uff0c\u5c0e\u81f4\u4f7f\u7528\u6210\u672c\u4e0a\u5347\uff0c\u7279\u5225\u662f\u5728\u5927\u898f\u6a21\u8abf\u7528\u5834\u666f\u4e0b\u3002<\/p>\n<p>&nbsp;<\/p>\n<h4>\u603b\u7ed3<\/h4>\n<p>\u61c9\u7528\u5834\u666f\u5efa\u8b70\uff1a<\/p>\n<ul>\n<li>\u6e96\u78ba\u7387\u8981\u6c42\u6975\u9ad8\uff0c\u4e14\u9810\u7b97\u5145\u8db3\uff1a\u9078\u64c7\u77fd\u57fa\u6d41\u52d5DeepSeek-R1\u3001Amazon Bedrock DeepSeek-R1 \u6216Claude 3.7 Sonnet<\/li>\n<li>\u9700\u8981\u5e73\u8861\u6e96\u78ba\u7387\u8207\u6210\u672c\uff1a\u9078\u64c7DeepSeek-V3 \u6216DeepSeek Distilled Qwen 32B<\/li>\n<li>\u9700\u8981\u4f4e\u5ef6\u9072\u3001\u9ad8\u6027\u50f9\u6bd4\uff1a\u9078\u64c7Amazon Nova Lite<\/li>\n<li>\u9700\u8981\u63a7\u5236\u8f38\u51fatoken \u4ee5\u6700\u4f73\u5316\u6210\u672c\uff1a\u9078\u64c7Claude 3.7 Sonnet<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p>\u672c\u6b21\u8a55\u6e2c\u70ba\u4f01\u696d\u9078\u64c7\u9069\u5408\u5176\u5167\u5bb9\u5be9\u6838\u9700\u6c42\u7684AI \u6a21\u5f0f\u63d0\u4f9b\u4e86\u53c3\u8003\u3002\u96a8\u8457GenAI \u6280\u8853\u7684\u4e0d\u65b7\u767c\u5c55\uff0c\u6211\u5011\u671f\u5f85\u9019\u4e9b\u6a21\u578b\u5728\u6e96\u78ba\u6027\u3001\u6548\u7387\u548c\u6210\u672c\u65b9\u9762\u80fd\u5920\u53d6\u5f97\u66f4\u5927\u7684\u7a81\u7834\uff0c\u70ba\u5167\u5bb9\u5be9\u6838\u9818\u57df\u5e36\u4f86\u66f4\u591a\u5275\u65b0\u89e3\u6c7a\u65b9\u6848\u3002<\/p>\n<p>\u4f5c\u70baAWS\u4ee3\u7406\u5546\uff0c\u6211\u5011\u5efa\u8b70\u5ba2\u6236\u5728\u9078\u64c7\u6587\u672c\u5be9\u6838\u6a21\u578b\u6642\uff0c\u6839\u64da\u696d\u52d9\u5834\u666f\u5c0d\u6e96\u78ba\u7387\u3001\u97ff\u61c9\u5ef6\u9072\u548c\u6210\u672c\u7684\u4e0d\u540c\u9700\u6c42\uff0c\u5408\u7406\u9078\u64c7Amazon Nova\u7cfb\u5217\u6216Claude\u7cfb\u5217\u7522\u54c1\uff0c\u800cDeepSeek-R1\u5247\u9069\u5408\u5c0d\u6e96\u78ba\u6027\u6709\u6975\u9ad8\u8981\u6c42\u4e14\u6210\u672c\u53ef\u63a7\u7684\u7279\u5b9a\u5834\u666f\u3002\u6211\u5011\u5c07\u6301\u7e8c\u5c08\u6ce8\u65bc\u6280\u8853\u52d5\u614b\uff0c\u70ba\u5ba2\u6236\u63d0\u4f9b\u66f4\u512a\u5316\u7684\u5be9\u6838\u89e3\u6c7a\u65b9\u6848\u3002<\/p>","protected":false},"excerpt":{"rendered":"<p>\u5728\u7db2\u8def\u5feb\u901f\u767c\u5c55\u7684\u80cc\u666f\u4e0b\uff0c\u4f7f\u7528\u8005\u751f\u6210\u5167\u5bb9\uff08UGC\uff09\u6fc0\u589e\uff0c\u793e\u7fa4\u5a92\u9ad4\u3001\u96fb\u5546\u548c\u5f71\u7247\u5e73\u53f0\u4e0a\u6e67\u73fe\u5927\u91cf\u6587\u5b57\u3001\u5716\u7247\u3001\u5f71\u7247\u7b49\u8cc7\u8a0a\u3002\u7136\u800c\uff0c\u5176\u4e2d\u53ef\u80fd\u5305\u542b\u4e0d\u7576\u6216\u9055\u6cd5\u5167\u5bb9\uff0c\u5f71\u97ff\u5e73\u53f0\u5f62\u8c61\u548c\u4f7f\u7528\u8005\u9ad4\u9a57\u3002\u56e0\u6b64\uff0c\u9ad8\u6548\u3001\u6e96\u78ba\u7684\u5167\u5bb9\u5be9\u6838\u81f3\u95dc\u91cd\u8981\u3002<\/p>\n<p>\u50b3\u7d71\u4eba\u5de5\u5be9\u6838\u6210\u672c\u9ad8\u3001\u6548\u7387\u4f4e\uff0c\u4e14\u6613\u53d7\u4e3b\u89c0\u56e0\u7d20\u5f71\u97ff\uff0c\u96e3\u4ee5\u61c9\u4ed8\u591a\u6a21\u614b\u3001\u591a\u8a9e\u8a00\u7684\u5be9\u6838\u9700\u6c42\u3002\u751f\u6210\u5f0fAI \u6280\u8853\u63d0\u4f9b\u4e86\u65b0\u7684\u89e3\u6c7a\u65b9\u6848\uff0c\u4f9d\u8a17\u5927\u8a9e\u8a00\u6a21\u578b\u548c\u591a\u6a21\u614b\u6a21\u578b\uff0c\u53ef\u81ea\u52d5\u3001\u6709\u6548\u7387\u5730\u8fa8\u8b58\u9055\u898f\u5167\u5bb9\uff0c\u512a\u5316\u5be9\u6838\u6d41\u7a0b\u3002<\/p>\n<p>\u672c\u6587\u5c07\u63a2\u8a0e\u5982\u4f55\u5229\u7528Amazon Bedrock \u63d0\u4f9b\u7684\u751f\u6210\u5f0fAI \u6a21\u578b\u9032\u884c\u6587\u5b57\u5be9\u6838\uff0c\u4e26\u5f9e\u6e96\u78ba\u7387\u3001\u5ef6\u9072\u3001\u6210\u672c\u7b49\u65b9\u9762\u8a55\u4f30DeepSeek\u3001Nova\u3001Claude 3.x 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