{"id":5782,"date":"2025-02-26T11:39:06","date_gmt":"2025-02-26T03:39:06","guid":{"rendered":"https:\/\/www.niuniucard.com\/blog\/?p=5782"},"modified":"2025-02-26T11:39:06","modified_gmt":"2025-02-26T03:39:06","slug":"%e4%b8%ad%e6%96%87%e6%af%94-r1-%e4%b8%9d%e6%bb%91%e3%80%81%e7%8e%a9%e5%ae%9d%e5%8f%af%e6%a2%a6%e8%bf%98%e8%b4%bc%e6%ba%9c%ef%bc%9f%e5%85%a8%e7%90%83%e9%a6%96%e4%b8%aa%e6%b7%b7%e5%90%88%e6%8e%a8","status":"publish","type":"post","link":"\/blog\/archives\/5782","title":{"rendered":"\u4e2d\u6587\u6bd4 R1 \u4e1d\u6ed1\u3001\u73a9\u5b9d\u53ef\u68a6\u8fd8\u8d3c\u6e9c\uff1f\u5168\u7403\u9996\u4e2a\u6df7\u5408\u63a8\u7406\u6a21\u578b Claude 3.7 Sonnet \u592a\u60ca\u8273\uff0c\u7f51\u53cb\u76f4\u547c\u201c\u5b64\u72ec\u6c42\u8d25\u201d"},"content":{"rendered":"\n<p>Claude 3.7 Sonnet\u53d1\u5e03\uff0c\u5177\u6df7\u5408\u63a8\u7406\u6a21\u5f0f\uff0c\u589e\u5f3a\u601d\u8003\u63a7\u5236\u548c\u8ba1\u7b97\u80fd\u529b\u3002<\/p>\n\n\n\n<p>\u5f53\u5730\u65f6\u95f4 2 \u6708 25 \u65e5\uff0cAnthropic \u6b63\u5f0f\u53d1\u5e03\u4e86 Claude 3.7 Sonnet\uff0c\u201c\u8fd9\u662f\u8fc4\u4eca\u4e3a\u6b62\u6211\u4eec\u6700\u667a\u80fd\u7684\u6a21\u578b\uff0c\u4e5f\u662f\u5e02\u573a\u4e0a\u9996\u4e2a\u6df7\u5408\u63a8\u7406\u6a21\u578b\u3002\u201dAnthropic \u5b98\u65b9\u8868\u793a\u3002<\/p>\n\n\n\n<p>\u7b80\u5355\u6765\u8bf4\uff0cClaude 3.7 Sonnet \u65e2\u80fd\u63d0\u4f9b\u8fd1\u4e4e\u5373\u65f6\u7684\u54cd\u5e94\uff08\u6807\u51c6\u6a21\u5f0f\uff0cstandard\uff09\uff0c\u4e5f\u53ef\u4ee5\u5411\u7528\u6237\u76f4\u89c2\u5c55\u793a\u5176\u957f\u65f6\u95f4\u7684\u9010\u6b65\u601d\u8003\u8fc7\u7a0b\uff08\u6269\u5c55\u601d\u8003\u6a21\u5f0f\uff0cextended thinking\uff09\u3002API \u7528\u6237\u8fd8\u53ef\u4ee5\u5bf9\u6a21\u578b\u7684\u601d\u8003\u65f6\u957f\u8fdb\u884c\u7ec6\u7c92\u5ea6\u63a7\u5236\u3002<\/p>\n\n\n\n<p>\u7b80\u800c\u8a00\u4e4b\uff0c\u8be5\u6a21\u578b\u6700\u5927\u7684\u7279\u70b9\u5c31\u662f\u7528\u6237\u80fd\u63a7\u5236\u6a21\u578b\u5728\u505a\u51fa\u53cd\u5e94\u524d\u201c\u601d\u8003\u201d\u7684\u65f6\u95f4\uff0c\u8fd9\u662f\u4e00\u9879\u524d\u6240\u672a\u6709\u7684\u6280\u672f\u521b\u65b0\u3002<\/p>\n\n\n\n<p>Claude 3.7 Sonnet \u73b0\u5df2\u5168\u9762\u767b\u9646\u6240\u6709 Claude \u8ba2\u9605\u670d\u52a1\uff0c\u5305\u62ec\u514d\u8d39\u7248\u3001\u4e13\u4e1a\u7248\u3001\u56e2\u961f\u7248\u548c\u4f01\u4e1a\u7248\u2014\u2014\u4ee5\u53ca Anthropic API\u3001Amazon Bedrock \u548c\u8c37\u6b4c\u4e91 Vertex AI \u5e73\u53f0\u3002\u9664\u514d\u8d39\u7248 Claude \u5916\uff0c\u6269\u5c55\u601d\u8003\u6a21\u5f0f\u5728\u6240\u6709\u7248\u672c\u4e2d\u5747\u53ef\u4f7f\u7528\u3002<\/p>\n\n\n\n<p>\u65e0\u8bba\u662f\u6807\u51c6\u6a21\u5f0f\u8fd8\u662f\u6269\u5c55\u601d\u8003\u6a21\u5f0f\uff0cClaude 3.7 Sonnet \u90fd\u4fdd\u6301\u4e86\u4e0e\u4e4b\u524d\u7248\u672c\u76f8\u540c\u7684\u5b9a\u4ef7\u6807\u51c6\uff1a3 \u7f8e\u5143 \/ \u6bcf\u767e\u4e07\u8f93\u5165 token\uff0c15 \u7f8e\u5143 \/ \u6bcf\u767e\u4e07\u8f93\u51fa token\u2014\u2014\u8be5\u8d39\u7528\u5df2\u5305\u542b\u601d\u8003 token \u7684\u6d88\u8017\u6210\u672c\u3002<\/p>\n\n\n\n<p>Anthropic \u8868\u793a\uff0c\u81ea\u5df1\u5f00\u53d1 Claude 3.7 Sonnet \u7684\u6838\u5fc3\u7406\u5ff5\u4e0e\u5e02\u573a\u4e0a\u5176\u4ed6\u63a8\u7406\u6a21\u578b\u622a\u7136\u4e0d\u540c\u3002\u201c\u6b63\u5982\u4eba\u7c7b\u7528\u540c\u4e00\u4e2a\u5927\u8111\u65e2\u8fdb\u884c\u5feb\u901f\u53cd\u5e94\u53c8\u8fdb\u884c\u6df1\u5ea6\u601d\u8003\uff0c\u6211\u4eec\u8ba4\u4e3a\u63a8\u7406\u80fd\u529b\u5e94\u8be5\u662f\u524d\u6cbf\u6a21\u578b\u7684\u96c6\u6210\u80fd\u529b\uff0c\u800c\u975e\u5b8c\u5168\u72ec\u7acb\u7684\u6a21\u578b\u3002\u8fd9\u79cd\u7edf\u4e00\u65b9\u6cd5\u4e5f\u4e3a\u7528\u6237\u521b\u9020\u4e86\u66f4\u65e0\u7f1d\u7684\u4f53\u9a8c\u3002\u201d<\/p>\n\n\n\n<p>\u800c Claude 3.7 Sonnet \u5219\u901a\u8fc7\u4ee5\u4e0b\u65b9\u5f0f\u4f53\u73b0\u8fd9\u4e00\u7406\u5ff5\uff1a<\/p>\n\n\n\n<p>\u9996\u5148\uff0c\u8be5\u6a21\u578b\u96c6\u666e\u901a\u5927\u578b\u8bed\u8a00\u6a21\u578b\u4e0e\u63a8\u7406\u6a21\u578b\u4e8e\u4e00\u4f53\u3002\u7528\u6237\u53ef\u4ee5\u9009\u62e9\u4f55\u65f6\u9700\u8981\u6a21\u578b\u5373\u65f6\u54cd\u5e94\u3001\u4f55\u65f6\u9700\u8981\u5b83\u7ecf\u8fc7\u66f4\u957f\u65f6\u95f4\u601d\u8003\u540e\u518d\u4f5c\u7b54\u3002\u5728\u6807\u51c6\u6a21\u5f0f\u4e0b\uff0cClaude 3.7 Sonnet \u4ee3\u8868\u7740 Claude 3.5 Sonnet \u7684\u5347\u7ea7\u7248\u672c\uff1b\u800c\u5728\u6269\u5c55\u601d\u8003\u6a21\u5f0f\u4e0b\uff0c\u5b83\u4f1a\u5728\u56de\u7b54\u524d\u8fdb\u884c\u81ea\u6211\u53cd\u601d\uff0c\u4ece\u800c\u663e\u8457\u63d0\u5347\u5728\u6570\u5b66\u3001\u7269\u7406\u3001\u6307\u4ee4\u9075\u5faa\u3001\u7f16\u7a0b\u7b49\u591a\u9886\u57df\u7684\u8868\u73b0\u3002Anthropic \u53d1\u73b0\uff0c\u6a21\u578b\u7684\u63d0\u793a\u65b9\u5f0f\u5728\u4e24\u79cd\u6a21\u5f0f\u4e0b\u57fa\u672c\u901a\u7528\u3002<\/p>\n\n\n\n<p>\u5176\u6b21\uff0c\u901a\u8fc7 API \u4f7f\u7528 Claude 3.7 Sonnet \u65f6\uff0c\u7528\u6237\u53ef\u81ea\u4e3b\u63a7\u5236\u6a21\u578b\u7684\u201c\u601d\u8003\u9884\u7b97\uff08budget for thinking\uff09\u201d\uff1a\u7528\u6237\u53ef\u6307\u5b9a Claude \u7684\u601d\u8003\u8fc7\u7a0b\u4e0d\u8d85\u8fc7 N \u4e2a token\uff08N \u6700\u9ad8\u53ef\u8fbe 128K token \u7684\u8f93\u51fa\u4e0a\u9650\uff09\u3002\u8fd9\u4e00\u673a\u5236\u5141\u8bb8\u7528\u6237\u5728\u56de\u7b54\u8d28\u91cf\u4e0e\u63a8\u7406\u901f\u5ea6\uff08\u53ca\u6210\u672c\uff09\u4e4b\u95f4\u8fdb\u884c\u7075\u6d3b\u6743\u8861\u3002<\/p>\n\n\n\n<p>\u6700\u540e\uff0c\u5728\u5f00\u53d1\u63a8\u7406\u6a21\u578b\u7684\u8fc7\u7a0b\u4e2d\uff0cAnthropic \u6218\u7565\u6027\u5730\u7565\u5fae\u51cf\u5c11\u4e86\u5bf9\u6570\u5b66 \/ \u8ba1\u7b97\u673a\u79d1\u5b66\u7ade\u8d5b\u7c7b\u9898\u76ee\u7684\u4e13\u9879\u4f18\u5316\uff0c\u8f6c\u800c\u5c06\u7814\u53d1\u91cd\u70b9\u6295\u5411\u66f4\u80fd\u4f53\u73b0\u4f01\u4e1a\u5b9e\u9645\u9700\u6c42\u7684\u73b0\u5b9e\u4efb\u52a1\uff0c\u8fd9\u4e9b\u4efb\u52a1\u66f4\u80fd\u771f\u5b9e\u5730\u53cd\u6620\u5927\u6a21\u578b\u5728\u4e1a\u52a1\u573a\u666f\u4e2d\u7684\u5e94\u7528\u65b9\u5f0f\u3002<\/p>\n\n\n\n<p>Claude 3.7 Sonnet \u5728\u7f16\u7801\u548c\u524d\u7aef\u7f51\u9875\u5f00\u53d1\u9886\u57df\u5c55\u73b0\u51fa\u5c24\u4e3a\u7a81\u51fa\u7684\u6539\u8fdb\u3002\u540c\u6b65\u63a8\u51fa\u7684\u8fd8\u6709\u4e13\u4e3a\u4ee3\u7406\u5f0f\u7f16\u7801\u8bbe\u8ba1\u7684\u547d\u4ee4\u884c\u5de5\u5177 Claude Code\u3002Claude Code \u73b0\u4ee5\u9650\u65f6\u7814\u7a76\u9884\u89c8\u7248\u5f62\u5f0f\u5f00\u653e\uff0c\u4f7f\u5f00\u53d1\u8005\u80fd\u591f\u76f4\u63a5\u5728\u7ec8\u7aef\u754c\u9762\u4e0a\u5c06\u5927\u91cf\u5de5\u7a0b\u4efb\u52a1\u59d4\u6d3e\u7ed9 Claude \u6765\u5b8c\u6210\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Anthropic \u5982\u4f55\u8fdb\u884c\u63a8\u7406&nbsp;<\/strong><strong><\/strong><\/h2>\n\n\n\n<p>Anthropic \u7684\u6269\u5c55\u601d\u8003\u6a21\u5f0f\u4e0d\u662f\u901a\u8fc7\u5207\u6362\u5230\u4e0d\u540c\u7b56\u7565\u6a21\u578b\u4e0a\u5b9e\u73b0\u7684\uff0c\u800c\u662f\u8ba9\u540c\u4e00\u4e2a\u6a21\u578b\u6709\u66f4\u591a\u601d\u8003\u65f6\u95f4\u548c\u8ba1\u7b97\u8d44\u6e90\u3002<\/p>\n\n\n\n<p>Claude 3.7 Sonnet \u53d7\u76ca\u4e8e Anthropic \u79f0\u4e4b\u4e3a\u201c\u52a8\u4f5c\u6269\u5c55\uff08action scaling\uff09\u201d\u7684\u589e\u5f3a\u80fd\u529b\uff0c\u8fd9\u79cd\u6539\u8fdb\u4f7f\u5176\u80fd\u591f\u8fed\u4ee3\u5f0f\u8c03\u7528\u51fd\u6570\u3001\u54cd\u5e94\u73af\u5883\u53d8\u5316\u5e76\u6301\u7eed\u6267\u884c\u76f4\u5230\u5b8c\u6210\u5f00\u653e\u5f0f\u4efb\u52a1\u3002\u6b64\u7c7b\u4efb\u52a1\u7684\u5178\u578b\u6848\u4f8b\u662f\u8ba1\u7b97\u673a\u64cd\u4f5c\uff1aClaude \u53ef\u53d1\u51fa\u865a\u62df\u9f20\u6807\u70b9\u51fb\u548c\u952e\u76d8\u6572\u51fb\u6307\u4ee4\u6765\u4ee3\u66ff\u7528\u6237\u89e3\u51b3\u95ee\u9898\u3002\u76f8\u8f83\u4e8e\u524d\u4ee3\u7248\u672c\uff0cClaude 3.7 Sonnet \u5728\u8ba1\u7b97\u673a\u4f7f\u7528\u4efb\u52a1\u4e2d\u53ef\u5206\u914d\u66f4\u591a\u64cd\u4f5c\u8f6e\u6b21\uff08\u4ee5\u53ca\u66f4\u957f\u65f6\u95f4\u4e0e\u7b97\u529b\u8d44\u6e90\uff09\uff0c\u5176\u6267\u884c\u7ed3\u679c\u901a\u5e38\u4e5f\u4f1a\u66f4\u51fa\u8272\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"530\" src=\"https:\/\/www.niuniucard.com\/blog\/wp-content\/uploads\/2025\/02\/\u56fe\u724728-8-1024x530.png\" alt=\"\" class=\"wp-image-5783\" srcset=\"\/blog\/wp-content\/uploads\/2025\/02\/\u56fe\u724728-8-1024x530.png 1024w, \/blog\/wp-content\/uploads\/2025\/02\/\u56fe\u724728-8-300x155.png 300w, \/blog\/wp-content\/uploads\/2025\/02\/\u56fe\u724728-8-768x398.png 768w, \/blog\/wp-content\/uploads\/2025\/02\/\u56fe\u724728-8.png 1080w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>OSWorld \u8bc4\u4f30\uff08\u8be5\u57fa\u51c6\u7528\u4e8e\u8861\u91cf\u591a\u6a21\u6001 AI \u4ee3\u7406\u7684\u80fd\u529b\uff09\uff0cClaude 3.7 Sonnet \u521d\u59cb\u8868\u73b0\u7565\u6709\u4f18\u52bf\uff0c\u4f46\u968f\u7740\u6a21\u578b\u6301\u7eed\u4e0e\u865a\u62df\u8ba1\u7b97\u673a\u7684\u4ea4\u4e92\uff0c\u5176\u6027\u80fd\u5dee\u8ddd\u4f1a\u968f\u65f6\u95f4\u9010\u6e10\u6269\u5927<\/p>\n\n\n\n<p>\u6b64\u5916\uff0cAnthropic \u5c06 Claude \u7684\u6269\u5c55\u601d\u8003\u6a21\u5f0f\u4e0e\u667a\u80fd\u4f53\u8bad\u7ec3\u534f\u540c\u4f5c\u7528\uff0c\u610f\u5916\u5730\u5728\u573a\u666f\u5e94\u7528\u4e2d\u5b9e\u73b0\u4e86\u7a81\u7834\u6027\u63d0\u5347\u3002<\/p>\n\n\n\n<p>\u4ee5\u8fd0\u884c Game Boy \u7ecf\u5178\u6e38\u620f\u300aPok\u00e9mon Red\u300b\u4e3a\u4f8b\uff1aAnthropic \u4e3a Claude \u914d\u7f6e\u57fa\u7840\u8bb0\u5fc6\u6a21\u5757\u3001\u5c4f\u5e55\u50cf\u7d20\u8f93\u5165\u63a5\u53e3\u53ca\u6309\u94ae\u64cd\u4f5c\u51fd\u6570\u8c03\u7528\uff0c\u4f7f\u5176\u7a81\u7834\u5e38\u89c4\u4e0a\u4e0b\u6587\u9650\u5236\uff0c\u901a\u8fc7\u6570\u4e07\u6b21\u4ea4\u4e92\u7ef4\u6301\u6e38\u620f\u8fdb\u7a0b\u3002<\/p>\n\n\n\n<p>\u4e0b\u56fe\u5bf9\u6bd4\u663e\u793a\uff0c\u672a\u642d\u8f7d\u6269\u5c55\u601d\u8003\u6a21\u5f0f\u7684 Claude Sonnet \u65e7\u7248\u672c\uff08\u5982 Claude 3.0 Sonnet\uff09\u5728\u6e38\u620f\u521d\u671f\u5373\u9677\u5165\u505c\u6ede\uff0c\u751a\u81f3\u672a\u80fd\u8d70\u51fa\u6545\u4e8b\u5f00\u59cb\u6240\u5728\u7684 Pallet Town\u3002\u7136\u800c\uff0cClaude 3.7 Sonnet \u6539\u8fdb\u540e\u7684\u667a\u80fd\u4f53\u5927\u5927\u63a8\u8fdb\u4e86\u6e38\u620f\u8fdb\u7a0b\uff0c\u6210\u529f\u6311\u6218\u4e86\u4e09\u4f4d\u5b9d\u53ef\u68a6\u9053\u9986\u9986\u4e3b\uff08\u6e38\u620f\u4e2d\u7684\u9996\u9886\uff09\u5e76\u8d62\u5f97\u5fbd\u7ae0\u3002Claude 3.7 Sonnet \u5584\u4e8e\u901a\u8fc7\u591a\u7b56\u7565\u9a8c\u8bc1\u4e0e\u9884\u8bbe\u6761\u4ef6\u52a8\u6001\u4fee\u6b63\u673a\u5236\uff0c\u5728\u6e38\u620f\u8fdb\u7a0b\u4e2d\u6301\u7eed\u4f18\u5316\u81ea\u8eab\u884c\u4e3a\u80fd\u529b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"677\" src=\"https:\/\/www.niuniucard.com\/blog\/wp-content\/uploads\/2025\/02\/\u56fe\u724729-6-1024x677.png\" alt=\"\" class=\"wp-image-5784\" srcset=\"\/blog\/wp-content\/uploads\/2025\/02\/\u56fe\u724729-6-1024x677.png 1024w, \/blog\/wp-content\/uploads\/2025\/02\/\u56fe\u724729-6-300x198.png 300w, \/blog\/wp-content\/uploads\/2025\/02\/\u56fe\u724729-6-768x508.png 768w, \/blog\/wp-content\/uploads\/2025\/02\/\u56fe\u724729-6.png 1080w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u5f53 Claude 3.7 Sonnet \u542f\u7528\u63a8\u7406\u80fd\u529b\u65f6\u4f1a\u91c7\u7528\u201c\u4e32\u884c\u6d4b\u8bd5\u65f6\u8ba1\u7b97\uff08serial test-time compute\uff09\u201d\u673a\u5236\uff0c\u5373\u5728\u751f\u6210\u6700\u7ec8\u8f93\u51fa\u524d\uff0c\u6267\u884c\u591a\u4e2a\u8fde\u7eed\u7684\u63a8\u7406\u6b65\u9aa4\uff0c\u901a\u8fc7\u52a8\u6001\u53e0\u52a0\u8ba1\u7b97\u8d44\u6e90\u65b9\u5f0f\u6765\u5b9e\u73b0\u6df1\u5ea6\u601d\u8003\u3002\u8fd9\u79cd\u673a\u5236\u901a\u5e38\u4ee5\u53ef\u9884\u6d4b\u7684\u65b9\u5f0f\u63d0\u5347\u6027\u80fd\uff1a\u4f8b\u5982\u6570\u5b66\u95ee\u9898\u7684\u51c6\u786e\u7387\u4e0e\u5141\u8bb8\u91c7\u6837\u7684\u201c\u601d\u7ef4\u4ee4\u724c\uff08thinking tokens\uff09\u201d\u6570\u91cf\u5448\u5bf9\u6570\u589e\u957f\u5173\u7cfb\u3002<\/p>\n\n\n\n<p>Anthropic \u7814\u7a76\u56e2\u961f\u8fd8\u5728\u63a2\u7d22\u901a\u8fc7\u201c\u5e76\u884c\u6d4b\u8bd5\u65f6\u8ba1\u7b97\uff08parallel test-time compute\uff09\u201d\u6765\u63d0\u5347\u6a21\u578b\u6027\u80fd\u3002\u8be5\u65b9\u6cd5\u6838\u5fc3\u673a\u5236\u4e3a\uff1a\u5e76\u884c\u91c7\u6837\u591a\u4e2a\u72ec\u7acb\u601d\u7ef4\u94fe\uff0c\u5728\u672a\u77e5\u6b63\u786e\u7b54\u6848\u7684\u524d\u63d0\u4e0b\u9009\u53d6\u6700\u4f18\u89e3\u3002\u5178\u578b\u5b9e\u73b0\u8def\u5f84\u5305\u62ec\uff1a\u591a\u6570 \/ \u5171\u8bc6\u6295\u7968\u673a\u5236\u200c\uff1a\u5c06\u9ad8\u9891\u51fa\u73b0\u7684\u7ed3\u679c\u5224\u5b9a\u4e3a\u6700\u4f18\u89e3\uff1b\u81ea\u68c0\u4f18\u5316\u673a\u5236\u200c\uff1a\u8c03\u7528\u8f85\u52a9\u8bed\u8a00\u6a21\u578b\uff08\u5982\u7b2c\u4e8c\u4e2a Claude\uff09\u8fdb\u884c\u5de5\u4f5c\u6821\u9a8c\uff0c\u6216\u901a\u8fc7\u8bad\u7ec3\u8bc4\u5206\u51fd\u6570\u5b9e\u73b0\u8d28\u91cf\u8bc4\u4f30\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1004\" src=\"https:\/\/www.niuniucard.com\/blog\/wp-content\/uploads\/2025\/02\/\u56fe\u724730-6-1024x1004.png\" alt=\"\" class=\"wp-image-5785\" srcset=\"\/blog\/wp-content\/uploads\/2025\/02\/\u56fe\u724730-6-1024x1004.png 1024w, \/blog\/wp-content\/uploads\/2025\/02\/\u56fe\u724730-6-300x294.png 300w, \/blog\/wp-content\/uploads\/2025\/02\/\u56fe\u724730-6-768x753.png 768w, \/blog\/wp-content\/uploads\/2025\/02\/\u56fe\u724730-6.png 1080w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u5728 GPQA \u8bc4\u4f30\u4e2d\u901a\u8fc7\u4f7f\u7528\u5e76\u884c\u6d4b\u8bd5\u65f6\u8ba1\u7b97\u62d3\u5c55\u53d6\u5f97\u4e86\u663e\u8457\u6539\u8fdb<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u4e0e\u5404\u5927\u4e3b\u6d41\u6a21\u578b\u5bf9\u6bd4\uff0c\u6027\u80fd\u5982\u4f55\uff1f&nbsp;<\/strong><strong><\/strong><\/h2>\n\n\n\n<p>\u57fa\u51c6\u6570\u636e\u652f\u6301\u4e86 Anthropic \u7684\u96c4\u5fc3\u58ee\u5fd7\u3002\u5728\u6269\u5c55\u601d\u8003\u6a21\u5f0f\u4e0b\uff0cClaude 3.7 Sonnet \u5728\u7814\u7a76\u751f\u7ea7\u63a8\u7406\u4efb\u52a1\u4e0a\u5b9e\u73b0\u4e86 78.2% \u7684\u51c6\u786e\u7387\uff0c\u6311\u6218\u4e86 OpenAI \u7684\u6700\u65b0\u6a21\u578b\uff0c\u5e76\u8d85\u8d8a\u4e86 DeepSeek-R1\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"929\" src=\"https:\/\/www.niuniucard.com\/blog\/wp-content\/uploads\/2025\/02\/\u56fe\u724731-6-1024x929.png\" alt=\"\" class=\"wp-image-5786\" srcset=\"\/blog\/wp-content\/uploads\/2025\/02\/\u56fe\u724731-6-1024x929.png 1024w, \/blog\/wp-content\/uploads\/2025\/02\/\u56fe\u724731-6-300x272.png 300w, \/blog\/wp-content\/uploads\/2025\/02\/\u56fe\u724731-6-768x697.png 768w, \/blog\/wp-content\/uploads\/2025\/02\/\u56fe\u724731-6.png 1080w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u5bf9\u6bd4\u663e\u793a\uff0cClaude 3.7 Sonnet \u5728\u5404\u9879\u4efb\u52a1\u4e2d\u7684\u8868\u73b0\u5747\u4f18\u4e8e\u5176\u524d\u4ee3\u4ea7\u54c1\uff0c\u5176\u6269\u5c55\u601d\u8003\u80fd\u529b\u663e\u8457\u63d0\u5347\u3002\uff08\u6765\u6e90\uff1aAnthropic\uff09<\/p>\n\n\n\n<p>\u5728\u6570\u5b66\u89e3\u9898\uff08MATH 500\uff09\u65b9\u9762\uff0cClaude 3.7 Sonnet &nbsp;64K \u6269\u5c55\u601d\u8003\u6a21\u578b\u8868\u73b0\u4f18\u5f02\uff0c\u53ca\u683c\u7387\u8f83\u4e0a\u4ee3\u6a21\u578b\u6709\u4e86\u5f88\u5927\u63d0\u5347\uff0c\u4f46\u4ecd\u4e0d\u53ca OpenAI o1\u3001OpenAI o3-mini High\u3001DeepSeek R1 32K Extended Thinking\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/www.niuniucard.com\/blog\/wp-content\/uploads\/2025\/02\/\u56fe\u724732-5-1024x576.png\" alt=\"\" class=\"wp-image-5787\" srcset=\"\/blog\/wp-content\/uploads\/2025\/02\/\u56fe\u724732-5-1024x576.png 1024w, \/blog\/wp-content\/uploads\/2025\/02\/\u56fe\u724732-5-300x169.png 300w, \/blog\/wp-content\/uploads\/2025\/02\/\u56fe\u724732-5-768x432.png 768w, \/blog\/wp-content\/uploads\/2025\/02\/\u56fe\u724732-5.png 1080w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0cClaude 3.7 Sonnet \u5728\u7f16\u7a0b\u9886\u57df\u7684\u8868\u73b0\u5c24\u4e3a\u7a81\u51fa\u3002Claude 3.7 Sonnet \u53ea\u501f\u52a9 bash \u7f16\u8f91\u5668\u5de5\u5177\u548c \u201c\u601d\u7ef4\u5de5\u5177\u201d \u8fdb\u884c\u5355\u6b21\u5c1d\u8bd5\u4fee\u8865\uff0c\u4e0d\u989d\u5916\u82b1\u65f6\u95f4\u8ba1\u7b97\u65f6\uff0c\u901a\u8fc7\u7387\u80fd\u8fbe\u5230 62.3%\u3002\u8981\u662f\u7528\u4e0a\u5185\u90e8\u8bc4\u5206\u548c\u81ea\u5b9a\u4e49\u6846\u67b6\u8fd9\u4e9b \u201c\u7279\u6b8a\u624b\u6bb5\u201d\uff0c\u901a\u8fc7\u7387\u76f4\u63a5\u6da8\u5230 70.3% \u3002<\/p>\n\n\n\n<p>OpenAI \u7684 o1 \u6a21\u578b\u901a\u8fc7\u7387\u662f 48.9%\uff0co3-mini (high) \u901a\u8fc7\u7387\u4e3a 49.3%\uff0c\u4f46\u548c Claude 3.7 Sonnet \u6bd4\u8fd8\u6709\u4e00\u4e9b\u5dee\u8ddd\u3002DeepSeek R1 \u7684\u901a\u8fc7\u7387\u662f 49.2% \uff0c\u8868\u73b0\u540c\u6837\u4e0d\u5982 Claude 3.7 Sonnet\u3002<\/p>\n\n\n\n<p>\u8fd9\u4e48\u4e00\u5bf9\u6bd4\u5c31\u80fd\u53d1\u73b0\uff0c\u5728\u8fd9\u6b21 SWE-bench Verified \u7f16\u7a0b\u6d4b\u8bd5\u91cc\uff0c\u4e0d\u8bba\u662f\u6b63\u5e38\u6d4b\u8bd5\uff0c\u8fd8\u662f\u7528\u4e86\u4f18\u5316\u65b9\u6cd5\u4e4b\u540e\uff0cClaude 3.7 Sonnet \u7684\u6210\u7ee9\u90fd\u4f18\u4e8e\u5176\u4ed6\u6a21\u578b\u3002\u8fd9\u5c31\u8bf4\u660e\u5b83\u5728\u5904\u7406\u8f6f\u4ef6\u5de5\u7a0b\u9879\u76ee\u76f8\u5173\u7684\u7f16\u7a0b\u4efb\u52a1\u65f6\uff0c\u80fd\u529b\u66f4\u5f3a\uff0c\u80fd\u6ee1\u8db3\u66f4\u591a\u7684\u7f16\u7a0b\u9700\u6c42\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u7f51\u53cb\u600e\u4e48\u770b\uff1f&nbsp;<\/strong><strong><\/strong><\/h2>\n\n\n\n<p>Claude 3.7 \u7684\u53d1\u5e03\u5728 Hacker News \u4e0a\u5f15\u53d1\u4e86\u70ed\u8bae\u3002\u6709\u7528\u6237\u8d5e\u626c Claude \u7684\u7b80\u6d01\u6613\u7528\uff0c\u4e3a\u5176\u5de5\u4f5c\u548c\u5b66\u4e60\u63d0\u4f9b\u4e86\u5f88\u591a\u5e2e\u52a9\u3002\u53ea\u662f\u670d\u52a1\u7684\u7a33\u5b9a\u6027\u8f83\u5dee\uff0c\u5e0c\u671b\u53ef\u4ee5\u6539\u8fdb\u670d\u52a1\u3002<\/p>\n\n\n\n<p>\u201cClaude \u662f\u6211\u5728\u5b66\u4e60\u5927\u6a21\u578b\u8bfe\u7a0b\u65f6\u7684\u9996\u9009\u5de5\u5177\u3002\u867d\u7136\u542c\u8d77\u6765\u53ef\u80fd\u6709\u70b9\u8001\u5957\uff0c\u4f46\u5b83\u786e\u5b9e\u6781\u5927\u5730\u6269\u5c55\u4e86\u6211\u7684\u5b66\u4e60\u8303\u56f4\u3002\u73b0\u5728\uff0c\u6211\u6b63\u5728\u5c1d\u8bd5\u9605\u8bfb\u4e00\u4e9b\u53e4\u8001\u7684\u54f2\u5b66\u6587\u672c\uff08\u6211\u6ca1\u6709\u4efb\u4f55\u76f8\u5173\u80cc\u666f\uff09\uff0c\u5982\u679c\u6ca1\u6709 Claude \u7684\u5e2e\u52a9\uff0c\u6211\u65e9\u5c31\u653e\u5f03\u4e86\u3002\u5b83\u80fd\u591f\u7528\u7b80\u5355\u7684\u8bed\u8a00\u89e3\u91ca\u90a3\u4e9b\u6666\u6da9\u96be\u61c2\u7684\u5185\u5bb9\uff0c\u548c\u6211\u8ba8\u8bba\u5176\u4e2d\u7684\u601d\u60f3\uff0c\u63d0\u4f9b\u5386\u53f2\u80cc\u666f\uff0c\u89e3\u91ca\u4f5c\u8005\u7684\u5199\u4f5c\u610f\u56fe\uff0c\u5e76\u5c06\u8fd9\u4e9b\u53e4\u8001\u7684\u601d\u60f3\u4e0e\u73b0\u4ee3\u89c2\u70b9\u8fdb\u884c\u5bf9\u6bd4\u3002<\/p>\n\n\n\n<p>\u5728\u5de5\u4f5c\u4e2d\uff0c\u6211\u6bcf\u5929\u90fd\u4f1a\u591a\u6b21\u4f7f\u7528 Claude \u6765\u8f85\u52a9\u5f00\u53d1\u3002\u4e0e\u5176\u4ed6\u5927\u6a21\u578b\u76f8\u6bd4\uff0c\u5b83\u7684\u7b80\u6d01\u6a21\u5f0f\u8ba9\u6211\u611f\u5230\u975e\u5e38\u8212\u9002\u3002\u5b83\u5e2e\u52a9\u6211\u5728\u5916\u90e8\u4ee3\u7801\u5e93\u4e2d\u53d1\u73b0\u9519\u8bef\uff0c\u5411\u6211\u89e3\u91ca\u6280\u672f\u6808\uff0c\u7f16\u5199 Bash \u811a\u672c\uff0c\u4e3a\u6211\u8282\u7701\u4e86\u5927\u91cf\u7684\u65f6\u95f4\u548c\u7cbe\u529b\u3002\u5b83\u8ba9\u6211\u80fd\u591f\u5b8c\u6210\u90a3\u4e9b\u56e0\u4e3a\u65f6\u95f4\u7d27\u5f20\u800c\u65e0\u6cd5\u5b8c\u6210\u7684\u4efb\u52a1\u3002<\/p>\n\n\n\n<p>\u552f\u4e00\u7684\u7f3a\u70b9\u662f\u5b83\u7684\u670d\u52a1\u7a33\u5b9a\u6027\u6bd4\u5176\u4ed6\u5de5\u5177\u7a0d\u5dee\u4e00\u4e9b\uff0c\u6709\u65f6\u6211\u4e0d\u5f97\u4e0d\u5207\u6362\u5230\u5176\u4ed6\u670d\u52a1\u3002\u8fd9\u4e2a\u95ee\u9898\u53ef\u80fd\u4e0d\u592a\u597d\u89e3\u51b3\uff0c\u4f46\u6211\u8fd8\u662f\u60f3\u95ee\uff1a\u662f\u5426\u6709\u8ba1\u5212\u6539\u8fdb\u8fd9\u4e00\u70b9\uff1f\u201d<\/p>\n\n\n\n<p>\u8fd8\u6709\u7528\u6237\u79f0 Claude \u5728\u7f16\u7a0b\u65b9\u9762\u4f18\u52bf\u592a\u660e\u663e\u4e86\uff0c\u751a\u81f3\u6539\u53d8\u4e86\u81ea\u5df1\u7684\u751f\u6d3b\u548c\u5de5\u4f5c\u65b9\u5f0f\u3002<\/p>\n\n\n\n<p>\u201c\u5728\u7f16\u7801\u65b9\u9762\uff0cClaude \u7684\u4e00\u4e2a\u663e\u8457\u4f18\u52bf\u662f\uff0c\u5f53\u4f60\u901a\u8fc7\u7f51\u9875\u754c\u9762\u4f7f\u7528\u5b83\u65f6\uff0c\u5b83\u4e0d\u4f9d\u8d56\u4e8e\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff08RAG\uff09\u3002\u867d\u7136\u8fd9\u4f1a\u6d88\u8017\u66f4\u591a\u7684 token\uff0c\u4f46\u6a21\u578b\u80fd\u591f\u76f4\u63a5\u770b\u5230\u6240\u6709\u5185\u5bb9\uff0c\u4ece\u800c\u4ee5\u66f4\u9ad8\u8d28\u91cf\u7684\u65b9\u5f0f\u56de\u590d\u3002&nbsp;<\/p>\n\n\n\n<p>\u6211\u60f3\u77e5\u9053\uff0cClaude Code \u662f\u5426\u4e5f\u91c7\u7528\u4e86\u7c7b\u4f3c\u7684\u65b9\u5f0f\uff0c\u53ea\u662f\u6539\u7528\u4e86\u6587\u6863\u7ea7\u522b\u7684 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href=\"https:\/\/sohoclouds.com\/\"><u>https:\/\/sohoclouds.com\/<\/u><\/a>)\uff0c\u63d0\u4f9b\u539f\u751f\u7684\u9759\u6001\u4f4f\u5b85IP\u4ee3\u7406\u3002100% \u72ec\u4eab\u30010\u6b3a\u8bc8\u98ce\u9669\uff0c\u4f60\u503c\u5f97\u62e5\u6709\uff01<\/p>\n\n\n\n<p><strong>\u53c2\u8003\u94fe\u63a5\uff1a<\/strong><\/p>\n\n\n\n<p><a href=\"https:\/\/www.anthropic.com\/news\/claude-3-7-sonnet\">https:\/\/www.anthropic.com\/news\/claude-3-7-sonnet<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/www.anthropic.com\/research\/visible-extended-thinking\">https:\/\/www.anthropic.com\/research\/visible-extended-thinking<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/qwenlm.github.io\/blog\/qwq-max-preview\">https:\/\/qwenlm.github.io\/blog\/qwq-max-preview<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Claude 3.7 Sonnet\u53d1\u5e03\uff0c\u5177\u6df7\u5408\u63a8\u7406\u6a21\u5f0f\uff0c\u589e\u5f3a\u601d\u8003\u63a7\u5236\u548c\u8ba1\u7b97\u80fd\u529b\u3002 \u5f53\u5730\u65f6\u95f4 2 \u6708 25 \u65e5\uff0c [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":5790,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[17,91,29,372,910,816,35,130,492,920,487,280],"class_list":["post-5782","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","tag-ai","tag-anthropic","tag-chatgpt","tag-claude","tag-claude-3-7","tag-deepseek","tag-open-ai","tag-visa","tag-492","tag-920","tag-487","tag-280"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.7 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u4e2d\u6587\u6bd4 R1 \u4e1d\u6ed1\u3001\u73a9\u5b9d\u53ef\u68a6\u8fd8\u8d3c\u6e9c\uff1f\u5168\u7403\u9996\u4e2a\u6df7\u5408\u63a8\u7406\u6a21\u578b Claude 3.7 Sonnet \u592a\u60ca\u8273\uff0c\u7f51\u53cb\u76f4\u547c\u201c\u5b64\u72ec\u6c42\u8d25\u201d - \u725b\u725b\u865a\u62df\u5361 NIUNIU CARD<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.niuniucard.com\/blog\/archives\/5782\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u4e2d\u6587\u6bd4 R1 \u4e1d\u6ed1\u3001\u73a9\u5b9d\u53ef\u68a6\u8fd8\u8d3c\u6e9c\uff1f\u5168\u7403\u9996\u4e2a\u6df7\u5408\u63a8\u7406\u6a21\u578b Claude 3.7 Sonnet \u592a\u60ca\u8273\uff0c\u7f51\u53cb\u76f4\u547c\u201c\u5b64\u72ec\u6c42\u8d25\u201d - \u725b\u725b\u865a\u62df\u5361 NIUNIU CARD\" \/>\n<meta property=\"og:description\" content=\"Claude 3.7 Sonnet\u53d1\u5e03\uff0c\u5177\u6df7\u5408\u63a8\u7406\u6a21\u5f0f\uff0c\u589e\u5f3a\u601d\u8003\u63a7\u5236\u548c\u8ba1\u7b97\u80fd\u529b\u3002 \u5f53\u5730\u65f6\u95f4 2 \u6708 25 \u65e5\uff0c [&hellip;]\" \/>\n<meta property=\"og:url\" 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