{"id":449,"date":"2025-12-28T15:00:15","date_gmt":"2025-12-28T07:00:15","guid":{"rendered":"https:\/\/1ow.top\/index.php\/2025\/12\/28\/ai-coding%e6%96%b0%e7%8e%8b%e7%99%bb%e5%9c%ba%ef%bc%81minimax-m2-1%e6%8b%bf%e4%b8%8b%e5%a4%9a%e8%af%ad%e8%a8%80%e7%bc%96%e7%a8%8bsota\/"},"modified":"2025-12-28T15:00:15","modified_gmt":"2025-12-28T07:00:15","slug":"ai-coding%e6%96%b0%e7%8e%8b%e7%99%bb%e5%9c%ba%ef%bc%81minimax-m2-1%e6%8b%bf%e4%b8%8b%e5%a4%9a%e8%af%ad%e8%a8%80%e7%bc%96%e7%a8%8bsota","status":"publish","type":"post","link":"https:\/\/1ow.top\/index.php\/2025\/12\/28\/ai-coding%e6%96%b0%e7%8e%8b%e7%99%bb%e5%9c%ba%ef%bc%81minimax-m2-1%e6%8b%bf%e4%b8%8b%e5%a4%9a%e8%af%ad%e8%a8%80%e7%bc%96%e7%a8%8bsota\/","title":{"rendered":"AI Coding\u65b0\u738b\u767b\u573a\uff01MiniMax M2.1\u62ff\u4e0b\u591a\u8bed\u8a00\u7f16\u7a0bSOTA"},"content":{"rendered":"
\"AI<\/div><\/figure>\n
\"AI<\/div><\/figure>\n
\"AI<\/div><\/figure>\n
\"AI<\/div><\/figure>\n

WebDev\/AppDev\u80fd\u529b\u4e5f\u5927\u5e45\u4f18\u5316<\/p>\n

MiniMax\u6700\u65b0\u65d7\u8230\u7ea7Coding & Agent\u6a21\u578bM2.1\uff0c\u521a\u521a\u5bf9\u5916\u53d1\u5e03\u4e86\u3002<\/p>\n

\u4e00\u8fb9\u662f\u6e2f\u4ea4\u6240\u8046\u8baf\u901a\u8fc7\u65b0\u8fdb\u5c55\uff0c\u53e6\u4e00\u8fb9\u65b0\u6a21\u578b\u8fd8\u5728\u55d6\u55d6\u55d6\u4e0a\u65b0\u2014\u2014\u800c\u4e14\u8fd8SOTA\u4e86\u3002<\/p>\n

\u8fd9\u4e00\u6b21\uff0c\u5b83\u76f4\u63a5\u7529\u51fa\u4e86\u4e00\u4efd\u786c\u6838\u6210\u7ee9\u5355\uff0c\u5728\u8861\u91cf\u591a\u8bed\u8a00\u8f6f\u4ef6\u5de5\u7a0b\u80fd\u529b\u7684Multi-SWE-bench\u699c\u5355\u4e2d\uff0c\u4ee5\u4ec510B\u7684\u6fc0\u6d3b\u53c2\u6570\u62ff\u4e0b\u4e8649.4%\u7684\u6210\u7ee9\uff0c\u8d85\u8d8a\u4e86Claude Sonnet 4.5\u7b49\u56fd\u9645\u9876\u5c16\u7ade\u54c1\uff0c\u62ff\u4e0b\u5168\u7403SOTA\u3002<\/p>\n

\u5b83\u8bd5\u56fe\u89e3\u51b3\u7684\uff0c\u5c31\u662f\u6b64\u524d\u6a21\u578b\u8eab\u4e0a\u4e25\u91cd\u7684\u201c\u5b66\u79d1\u504f\u79d1\u201d\u95ee\u9898\u3002<\/p>\n

\u6240\u8c13\u504f\u79d1\uff0c\u6307\u7684\u662f\u8fc7\u53bb\u7684\u6a21\u578b\uff0c\u5199\u5199Python\u811a\u672c\u6216Web\u524d\u7aef\u9875\u9762\u8868\u73b0\u8fd8\u53ef\u4ee5\uff0c\u53ef\u4e00\u65e6\u6d89\u53ca\u5230\u540e\u7aef\u67b6\u6784\uff0c\u4ea6\u6216\u5e95\u5c42\u903b\u8f91\uff0c\u8868\u73b0\u5f80\u5f80\u4f1a\u51fa\u73b0\u65ad\u5d16\u5f0f\u4e0b\u8dcc\u3002<\/p>\n

M2.1\u7684\u6838\u5fc3\u8fdb\u5316\uff0c\u5c31\u5728\u4e8e\u5b83\u7ec8\u4e8e\u7a81\u7834\u4e86\u8fd9\u4e2a\u96be\u9898\uff0c\u638c\u63e1\u4e86\u540e\u7aef\u7684\u5f00\u53d1\u89c4\u8303\u3002<\/p>\n

M2.1\u7684\u53d1\u5e03\uff0c\u4e5f\u8bc1\u660e\u4e86MiniMax\u5728\u63a8\u8fdb\u4e0a\u5e02\u6d41\u7a0b\u7684\u540c\u65f6\uff0c\u4ecd\u4fdd\u6301\u7740\u9ad8\u9891\u7684\u7814\u53d1\u8282\u594f\u3002<\/p>\n

M2.1\u5c06\u5bf9\u5de5\u7a0b\u4e0a\u4e0b\u6587\u7684\u7406\u89e3\uff0c\u8f6c\u5316\u4e3a\u4e86\u5bf9\u5f00\u53d1\u5de5\u5177\u94fe\u7684\u6df1\u5ea6\u9002\u914d\u3002\u5b83\u4e0d\u4ec5\u80fd\u751f\u6210\u4ee3\u7801\uff0c\u66f4\u80fd\u719f\u7ec3\u914d\u5408Cursor\u3001Claude Code\u7b49\u4e3b\u6d41\u7f16\u7a0b\u5de5\u5177\uff0c\u5728\u5b58\u91cf\u4ee3\u7801\u5e93\u4e2d\u6267\u884c\u7cbe\u51c6\u7684\u4fee\u590d\uff08Fix\uff09\u6216\u91cd\u6784\uff08Refactor\uff09\u3002<\/p>\n

\u8fd9\u610f\u5473\u7740\u5b83\u4e0d\u518d\u662f\u4e00\u4e2a\u53ea\u4f1a\u5199\u65b0\u529f\u80fd\u7684\u83dc\u9e1f\uff0c\u800c\u662f\u4e00\u4e2a\u80fd\u9075\u5faa\u65e2\u6709\u67b6\u6784\u89c4\u8303\u3001\u8fdb\u884c\u5de5\u7a0b\u7ea7\u64cd\u4f5c\u7684\u719f\u624b\u3002<\/p>\n

\u5177\u4f53\u6765\u8bf4\uff0cM2.1\u7cfb\u7edf\u6027\u63d0\u5347\u4e86Rust \/ Java \/ Golang \/ C++ \/ Kotlin \/ Objective-C \/ TypeScript \/ JavaScript\u7b49\u8bed\u8a00\u7684\u80fd\u529b\u3002<\/p>\n

\u5728WebDev\u4e0eAppDev\u4e0a\uff0cM2.1\u9488\u5bf9\u4e1a\u754c\u666e\u904d\u5b58\u5728\u7684\u79fb\u52a8\u7aef\u5f00\u53d1\u77ed\u677f\uff0c\u663e\u8457\u52a0\u5f3a\u4e86\u539f\u751fAndroid \/ iOS\u5f00\u53d1\u80fd\u529b\u3002<\/p>\n

\u53e6\u5916\uff0cM2.1\u4f5c\u4e3a\u7387\u5148\u5f15\u5165Interleaved Thinking\u7684\u6a21\u578b\u7cfb\u5217\uff0c\u4e0d\u4ec5\u80fd\u5173\u6ce8\u4ee3\u7801\u6267\u884c\u662f\u5426\u6b63\u786e\uff0c\u8fd8\u80fd\u540c\u65f6\u5173\u6ce8\u6a21\u578b\u5bf9\u201c\u590d\u5408\u6307\u4ee4\u7ea6\u675f\u201d\u7684\u6574\u5408\u6267\u884c\u80fd\u529b\u3002<\/p>\n

\u4f7f\u7528\u8fc7\u7a0b\u4e2d\uff0cM2.1\u8868\u73b0\u51fa\u4e86\u51fa\u8272\u7684\u6cdb\u5316\u6027\uff0c\u5728Claude Code\u3001Droid\uff08Factory AI\uff09\u3001Cline\u7b49\u5404\u7c7b\u7f16\u7a0b\u5de5\u5177\u4e0eAgent\u6846\u67b6\u4e2d\u5747\u6709\u51fa\u8272\u8868\u73b0\u3002<\/p>\n

\u4e3a\u4e86\u9a8c\u8bc1\u4e0a\u8ff0\u80fd\u529b\u5728\u771f\u5b9e\u73af\u5883\u4e2d\u7684\u8868\u73b0\uff0cMiniMax\u8fd8\u6784\u5efa\u5e76\u5f00\u6e90\u4e86\u5168\u65b0\u7684\u6d4b\u8bd5\u57fa\u51c6VIBE\uff08Visual & Interactive Benchmark for Execution in Application Development\uff09\uff0c\u5c06\u8003\u6838\u7ef4\u5ea6\u4ece\u7eaf\u6587\u672c\u6269\u5c55\u5230\u4e86Web\u3001\u4eff\u771f\u3001Android\u3001iOS\u53ca\u540e\u7aef\u4e94\u4e2a\u9886\u57df\u3002<\/p>\n

M2.1\u6700\u7ec8\u53d6\u5f97\u4e8688.6\u7684\u5e73\u5747\u5206\uff0c\u7efc\u5408\u6c34\u51c6\u903c\u8fd1Claude Opus 4.5\u3002\u7279\u522b\u662f\u5728\u5f00\u53d1\u73af\u5883\u6700\u4e3a\u590d\u6742\u7684Android\u5b50\u9879\u4e0a\uff0c\u5b83\u8dd1\u51fa\u4e8689.7\u5206\uff0c\u8fd9\u4e3a\u90a3\u4e9b\u8bd5\u56fe\u7528AI\u89e3\u51b3\u539f\u751f\u5ba2\u6237\u7aef\u96be\u9898\u7684\u5f00\u53d1\u8005\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5177\u5907\u8bf4\u670d\u529b\u7684\u6570\u636e\u53c2\u8003\u3002<\/p>\n

\u7279\u70b9\u8bf4\u4e86\u8fd9\u4e48\u591a\uff0cMiniMax M2.1\u9762\u5bf9\u771f\u5b9e\u7684\u7f16\u7a0b\u4efb\u52a1\u8868\u73b0\u7a76\u7adf\u5982\u4f55\uff0c\u63a5\u4e0b\u6765\u5c31\u771f\u5200\u771f\u67aa\u5730\u8bd5\u4e0a\u4e00\u8bd5\u3002<\/p>\n

\u5148\u770b\u7b2c\u4e00\u4e2a\u6848\u4f8b\u2014\u2014H5\u5c0f\u6e38\u620f\u5f00\u53d1\u3002<\/p>\n

\u4e3a\u4e86\u66f4\u771f\u5b9e\u5730\u6a21\u62df\u5b9e\u9645\u5f00\u53d1\u8fc7\u7a0b\u4e2d\u7684\u573a\u666f\uff0c\u6211\u4eec\u6ca1\u6709\u4e00\u6b21\u6027\u63d0\u5b8c\u6240\u6709\u9700\u6c42\uff0c\u800c\u662f\u5c06\u5f00\u53d1\u8fc7\u7a0b\u5206\u6210\u4e86\u4e09\u4e2a\u9636\u6bb5\u9010\u6b65\u8fdb\u884c\u3002<\/p>\n

\u6211\u4eec\u8981\u5199\u7684\u662f\u4e00\u4e2a\u201c\u661f\u9645\u5f39\u5f13\u201d\u6e38\u620f\uff0c\u7b2c\u4e00\u8f6e\u7684\u76ee\u6807\u662f\u642d\u5efa\u51fa\u6700\u57fa\u672c\u7684\u6e38\u620f\u754c\u9762\u548c\u529f\u80fd\u3002<\/p>\n

\u53ea\u7528\u4e0d\u5230\u4e00\u5206\u949f\uff0cMiniMax M2.1\u5c31\u5b8c\u6210\u4e86HTML\u67b6\u6784\u3001CSS\u5c5e\u6027\u548cJS\u811a\u672c\u7684\u642d\u5efa\u3002<\/p>\n

\u5b9e\u9645\u8fd0\u884c\u7ed3\u679c\u4e5f\u8bc1\u660e\uff0cM2.1\u8bbe\u8ba1\u7684\u4ee3\u7801\u6ee1\u8db3\u4e86prompt\u5f53\u4e2d\u7684\u6240\u6709\u8981\u6c42\u3002<\/p>\n

\u5f53\u7136\uff0c\u8fd9\u6837\u8bbe\u8ba1\u51fa\u6765\u7684\u6e38\u620f\u6ca1\u4ec0\u4e48\u96be\u5ea6\uff0c\u6211\u4eec\u9700\u8981\u5728\u8fd9\u4e2a\u57fa\u7840\u4e4b\u4e0a\u589e\u52a0\u4e00\u4e9b\u989d\u5916\u8bbe\u5b9a\uff0c\u8fd9\u4fbf\u662f\u7b2c\u4e8c\u8f6e\u7684\u4efb\u52a1\u3002<\/p>\n

M2.1\u4f1a\u8bfb\u53d6\u5df2\u6709\u4ee3\u7801\u548c\u65b0\u7684\u6307\u4ee4\uff0c\u5728\u539f\u6709\u57fa\u7840\u4e4b\u4e0a\u8fdb\u884c\u591a\u8f6e\u6b21\u7684\u4fee\u6539\u3002<\/p>\n

\u7ed3\u679c\u9875\u9762\u5f53\u4e2d\u4e5f\u5982\u671f\u51fa\u73b0\u4e86\u201c\u9ed1\u6d1e\u201d\uff0c\u5e76\u4e14\u901a\u8fc7\u4e0d\u65ad\u5237\u65b0\u53ef\u4ee5\u53d1\u73b0\uff0c\u9ed1\u6d1e\u7684\u5927\u5c0f\u548c\u4f4d\u7f6e\u7684\u786e\u90fd\u662f\u968f\u673a\u4ea7\u751f\u7684\u3002<\/p>\n

\u63a5\u7740\u8fdb\u884c\u8bd5\u73a9\u68c0\u9a8c\uff0c\u7403\u7684\u786e\u4f1a\u53d7\u5230\u9ed1\u6d1e\u7684\u5f15\u529b\u5438\u5f15\uff0c\u5e76\u4e14\u88ab\u5438\u5165\u4e4b\u540e\u6e38\u620f\u81ea\u52a8\u7ed3\u675f\u3002<\/p>\n

\u8fd9\u4e0b\u96be\u5ea6\u786e\u5b9e\u4e0a\u6765\u4e86\uff0c\u4f46\u662f\u597d\u50cf\u53c8\u592a\u96be\u4e86\uff0c\u8fd9\u79cd\u6c34\u591a\u52a0\u9762\u3001\u9762\u591a\u52a0\u6c34\u7684\u9700\u6c42\uff0c\u4e5f\u662f\u5b9e\u9645\u5f00\u53d1\u5f53\u4e2d\u7ecf\u5e38\u9047\u5230\u7684\u60c5\u51b5\uff0c\u6240\u4ee5\u7b2c\u4e09\u4e2a\u9636\u6bb5\u5c31\u662f\u518d\u5f15\u5165\u4e00\u4e9b\u65b0\u673a\u5236\uff0c\u964d\u4f4e\u4e00\u4e0b\u96be\u5ea6\uff0c\u987a\u4fbf\u518d\u52a0\u4e00\u4e0b\u89c6\u89c9\u7279\u6548\u3002<\/p>\n

\u5bf9\u7167\u8fd0\u884c\u7ed3\u679c\uff0c\u9010\u4e00\u6838\u5bf9\u63d0\u793a\u4e2d\u7684\u4e09\u70b9\u9700\u6c42\uff0c\u786e\u5b9e\u90fd\u6ee1\u8db3\u4e86\u3002<\/p>\n

\u8fd9\u6837\u8fd9\u4e2a\u201c\u661f\u9645\u5f39\u5f13\u201d\u6e38\u620f\u7684\u5f00\u53d1\u8fc7\u7a0b\u5c31\u57fa\u672c\u5b8c\u6210\u4e86\uff0c\u4e0d\u8fc7\u63a5\u4e0b\u6765\u8fd8\u6709\u4e00\u9053\u52a0\u8bd5\u9898\uff0c\u7528Python\u628a\u8fd9\u4e2a\u7a0b\u5e8f\u91cd\u5199\u4e00\u904d\u3002<\/p>\n

M2.1\u7406\u89e3\u4e86\u7f51\u9875\u7248\u7684\u7a0b\u5e8f\u903b\u8f91\u4e4b\u540e\uff0c\u6293\u4f4f\u4e86\u6240\u8981\u8868\u8fbe\u7684\u5185\u5bb9\uff0c\u5e76\u6700\u7ec8\u6210\u529f\u5b9e\u73b0\u4e86\u4ece\u524d\u7aef\u5230Python\u7684\u4ee3\u7801\u8fc1\u79fb\u3002<\/p>\n

\u63a5\u4e0b\u6765\u6211\u4eec\u6362\u4e00\u79cd\u8bed\u8a00\uff0c\u6d4b\u8bd5\u4e00\u4e0b\u6700\u65b0\u6a21\u578b\u7684\u540e\u7aef\u5f00\u53d1\u80fd\u529b\u3002<\/p>\n

\u8fc7\u53bb\u7684\u6a21\u578b\u4e00\u76f4\u6309\u7167\u524d\u7aef\u601d\u8def\u5728\u5199\u540e\u7aef\u4ee3\u7801\uff0c\u9020\u6210\u7684\u7ed3\u679c\u5c31\u662f\u5b9e\u9645\u8dd1\u4e0d\u901a\u6216\u8005\u5e76\u4e0d\u5b9e\u7528\uff0c\u4f46\u5b9e\u6d4bM2.1\u4e4b\u540e\uff0c\u611f\u89c9\u540e\u7aef\u8fd9\u5757\u786c\u9aa8\u5934\u786e\u786e\u5b9e\u5b9e\u88ab\u5543\u4e0b\u6765\u4e86\u3002<\/p>\n

\u56e0\u4e3a\u8fd9\u662f\u4e00\u9879\u7cfb\u7edf\u4efb\u52a1\uff0c\u800c\u975e\u5c0f\u4fee\u5c0f\u8865\uff0c\u6240\u4ee5\u6211\u4eec\u6ca1\u6709\u9009\u62e9\u76f4\u63a5\u7528\u63d0\u793a\u8bcd\u53bb\u751f\u6210\u4ee3\u7801\uff0c\u800c\u662f\u5148\u8ba9\u6a21\u578b\u6839\u636e\u9700\u6c42\u8f93\u51fa\u4e86\u4e00\u4efd\u8bbe\u8ba1\u6587\u6863\uff0c\u63a5\u7740\u518d\u6839\u636e\u8bbe\u8ba1\u6587\u6863\u53bb\u5b9e\u73b0\u4ee3\u7801\u3002<\/p>\n

\u6a21\u578b\u5f88\u5feb\u5c31\u8f93\u51fa\u4e86\u4e00\u4efdMarkdown\u6587\u6863\uff0c\u5185\u5bb9\u975e\u5e38\u8be6\u7ec6\uff0c\u5305\u62ec\u4e86\u6743\u9650\u8bbe\u8ba1\u9700\u8981\u5b9e\u73b0\u54ea\u4e9b\u7c7b\u3002<\/p>\n

\u7c7b\u90fd\u5305\u542b\u4ec0\u4e48\u65b9\u6cd5\u548c\u5c5e\u6027\uff0c\u5c5e\u6027\u7684\u7c7b\u578b\u3001\u65b9\u6cd5\u7684\u53c2\u6570\u3001\u8fd4\u56de\u503c\u548c\u6ce8\u91ca\u2026\u2026\u90fd\u5199\u5f97\u5f88\u6e05\u6670\u3002<\/p>\n

\u540c\u65f6\u8fd8\u6839\u636e\u6211\u7684\u9700\u6c42\uff0c\u628a\u7c7b\u4e4b\u95f4\u7684\u5173\u7cfb\u4e5f\u5199\u6e05\u695a\u4e86\uff0c\u5728\u8bbe\u8ba1\u4e4b\u521d\u5f88\u597d\u5730\u5229\u7528\u4e86Java\u8bed\u8a00\u7684\u7ee7\u627f\u7279\u6027\u3002<\/p>\n

\u6700\u540e\u4e5f\u7ed9\u51fa\u4e86\u51e0\u4e2a\u6570\u636e\u5e93\u8868\u8bbe\u8ba1\u7684\u5efa\u8bae\uff0c\u5b9a\u4e49\u597d\u4e86\u9700\u8981\u54ea\u4e9b\u5b57\u6bb5\u548c\u5bf9\u5e94\u5c5e\u6027\uff0c\u770b\u4e0b\u6765\u6709\u6ca1\u6709\u611f\u89c9\u6bd4\u4f60\u90a3\u4e2a\u4e0d\u5199\u6587\u6863\u7684\u540c\u4e8b\u8fd8\u597d\u7528\uff08Doge\uff09\uff1f<\/p>\n

\u63a5\u4e0b\u6765\u6211\u4eec\u56de\u5230\u548c\u6a21\u578b\u7684\u5bf9\u8bdd\uff0c\u8ba9\u5b83\u6839\u636e\u5b83\u81ea\u5df1\u5199\u7684\u8bbe\u8ba1\u6587\u6863\uff0c\u751f\u6210\u4ee3\u7801\uff08doge\uff09\u3002<\/p>\n

\u6a21\u578b\u751f\u6210\u7684\u901f\u5ea6\u4f9d\u7136\u5f88\u5feb\uff0c\u8f93\u51fa\u7684\u9879\u76ee\u5305\u7ed3\u6784\u5f88\u6e05\u6670\uff0c\u5206\u597d\u4e86\u5b9e\u4f53\u7c7b\u3001\u679a\u4e3e\u548c\u5b9e\u73b0\u903b\u8f91\u7b49\uff0c\u4ee3\u7801\u4e2d\u4e5f\u5199\u6e05\u695a\u4e86\u6ce8\u91ca\u3002IDE\u7684\u4ee3\u7801\u884c\u6570\u7edf\u8ba1\u63d2\u4ef6\u663e\u793a\uff0c\u8fd9\u4e2a\u5c0f\u9879\u76ee\u4e00\u5171\u67091700\u591a\u884c\u4ee3\u7801\uff0c\u800c\u6211\u53ea\u82b1\u4e86\u4e0d\u5230\u4e00\u5206\u949f\u65f6\u95f4\uff0c\u8f93\u5165\u4e86\u4e24\u53e5\u8bdd\u3002<\/p>\n

\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u53c8\u8ba9M2.1\u7ed9\u5b83\u914d\u4e0a\u4e00\u5957UI\u754c\u9762\u3002<\/p>\n

\u7ed3\u679c\u975e\u5e38\u60ca\u559c\uff0c\u524d\u9762\u9636\u6bb5\u6240\u9700\u7684\u5168\u90e8\u529f\u80fd\u5168\u90fd\u5b9e\u73b0\u4e86\u3002<\/p>\n

\u518d\u5207\u6362\u5230\u4f4e\u6743\u9650\u8d26\u53f7\uff0c\u80fd\u591f\u8fdb\u884c\u7684\u64cd\u4f5c\u4e5f\u5339\u914d\u4e86\u4e00\u5f00\u59cb\u7684\u8bbe\u5b9a\u3002<\/p>\n

\u603b\u7ed3\u4e0b\u6765\u5462\uff0cM2.1\u786e\u5b9e\u662f\u5728\u540e\u7aef\u903b\u8f91\u7684\u8bbe\u8ba1\u4e0a\u6709\u4e24\u628a\u5237\u5b50\uff0c\u80fd\u591f\u5b8c\u6210\u4e00\u4e2a\u9879\u76ee\u4ece\u540e\u7aef\u5230\u524d\u53f0\u7684\u5b8c\u6574\u4ea4\u4ed8\u3002<\/p>\n

\u5f53\u7136\u5b83\u5728\u591a\u8bed\u8a00\u652f\u6301\u4e0a\u4fee\u70bc\u7684\u672c\u9886\u8fd8\u4e0d\u6b62\u5982\u6b64\uff0c\u50cfRust\u8fd9\u6837\u7684\u5c0f\u4f17\u8bed\u8a00\uff0cM2.1\u4e5f\u8fdb\u884c\u4e86\u4e13\u95e8\u5b66\u4e60\u3002<\/p>\n

\u6bd4\u5982\u5b98\u65b9\u5c55\u793a\u7684\u6848\u4f8b\u5f53\u4e2d\uff0cM2.1\u7528Rust\u6253\u9020\u4e86CLI + TUI\u53cc\u6a21\u5f0f\u7684Linux\u5b89\u5168\u5ba1\u8ba1\u5229\u5668\uff0c\u652f\u6301\u4e00\u952e\u5bf9\u8fdb\u7a0b\u3001\u7f51\u7edc\u548cSSH\u7b49\u5173\u952e\u9879\u7684\u5e95\u5c42\u626b\u63cf\u4e0e\u667a\u80fd\u98ce\u9669\u8bc4\u7ea7\u3002<\/p>\n

\u800c\u4e14\u9488\u5bf9\u4e1a\u754c\u666e\u904d\u5b58\u5728\u7684\u79fb\u52a8\u7aef\u5f00\u53d1\u77ed\u677f\uff0cM2.1\u663e\u8457\u52a0\u5f3a\u4e86\u539f\u751fAndroid \/ iOS\u5f00\u53d1\u80fd\u529b\u3002<\/p>\n

\u6bd4\u5982\u8fd9\u4e2aiOS\u684c\u9762\u4ea4\u4e92\u5c0f\u7ec4\u4ef6\uff0c\u8bbe\u8ba1\u4e86\u201c\u6c89\u7761\u5723\u8bde\u8001\u4eba\u201d\u70b9\u51fb\u5524\u9192\u673a\u5236\uff0c\u903b\u8f91\u5b8c\u6574\u4e14\u5177\u5907\u539f\u751f\u7ea7\u7684\u4ea4\u4e92\u52a8\u753b\u6548\u679c\u3002<\/p>\n

MiniMax\u9009\u62e9\u5728\u6b64\u65f6\u53d1\u65b0\u6a21\u578b\uff0c\u80cc\u540e\u53c8\u6709\u600e\u6837\u7684\u76ee\u7684\u5462\uff1f<\/p>\n

\u5728\u521a\u521a\u901a\u8fc7\u6e2f\u4ea4\u6240\u8046\u8baf\u8fd9\u4e00\u5fae\u5999\u7684\u65f6\u95f4\u8282\u70b9\uff0cMiniMax\u9009\u62e9\u53d1\u5e03M2.1\uff0c\u662f\u4e00\u79cd\u65e0\u58f0\u7684\u6218\u7565\u5ba3\u8a00\u3002<\/p>\n

\u5916\u754c\u5f80\u5f80\u56e0Talkie\u3001\u6d77\u87ba\u7b49\u7206\u6b3e\u4ea7\u54c1\u7ed9\u8fd9\u5bb6\u516c\u53f8\u8d34\u4e0a\u611f\u6027\u7684\u6807\u7b7e\uff0c\u8ba4\u4e3a\u5176\u957f\u677f\u5728\u4e8e\u8bed\u97f3\u548c\u89c6\u9891\u7b49\u591a\u6a21\u6001\u4ea4\u4e92\u3002<\/p>\n

\u4f46MiniMax\u4eca\u5e74\u5728M2\u3001M2.1\u4e0a\u63a5\u8fde\u53d1\u529b\uff0c\u8bc1\u660e\u4e86\u6587\u672c\u6a21\u578b\u7684coding\u3001Agent\u5b9e\u529b\u3002<\/p>\n

\u957f\u671f\u4ee5\u6765\uff0c\u884c\u4e1a\u5185\u9ed8\u8ba4AI\u4ec5\u64c5\u957fWeb\u524d\u7aef\u6216Python\u811a\u672c\u7b49\u5bb9\u9519\u7387\u9ad8\u7684\u4efb\u52a1\uff0c\u800cM2.1\u901a\u8fc7\u5bf9\u9f50\u5c97\u4f4d\u4e0a\u4e0b\u6587\u2014\u2014\u6bd4\u5982\u771f\u6b63\u7406\u89e3Go\u8bed\u8a00\u7684\u5e76\u53d1\u6a21\u578b\u6216C++\u7684\u5185\u5b58\u7ba1\u7406\u673a\u5236\u2014\u2014\u6253\u7834\u4e86\u8fd9\u4e00\u5929\u82b1\u677f\u3002<\/p>\n

M2.1\u540c\u65f6\u4e5f\u662fMiniMax\u7814\u53d1\u6548\u7387\u7684\u4e00\u79cd\u5177\u8c61\u5316\u89e3\u91ca\u3002\u62db\u80a1\u4e66\u62ab\u9732\uff0c\u516c\u53f8\u6210\u7acb\u81f3\u4eca\u4ec5\u6d88\u8017\u7ea65\u4ebf\u7f8e\u5143\uff0c\u4fbf\u6784\u5efa\u4e86\u5168\u6a21\u6001\u80fd\u529b\u3002<\/p>\n

\u652f\u6491\u8fd9\u4e00\u6548\u80fd\u7684\u5173\u952e\uff0c\u5728\u4e8e\u5176\u5185\u90e8\u6781\u9ad8\u7684\u201c\u542bAI\u91cf\u201d\u2014\u2014\u8d85\u8fc780%\u7684\u4ee3\u7801\u5df2\u7531AI\u5b8c\u6210\u3002M2.1\u672c\u8d28\u4e0a\u5c31\u662f\u8fd9\u4f4d\u5728\u5185\u90e8\u957f\u671f\u670d\u5f79\u7684\u201cAI\u5b9e\u4e60\u751f\u201d\u7684\u80fd\u529b\u5916\u6ea2\u3002<\/p>\n

\u8fd9\u79cd\u201c\u5185\u7528\u8f6c\u5916\u552e\u201d\u7684\u8def\u5f84\uff0c\u610f\u5473\u7740\u8be5\u6a21\u578b\u5728\u63a8\u5411\u5e02\u573a\u524d\uff0c\u5df2\u7ecf\u4f5c\u4e3a\u751f\u4ea7\u529b\u5de5\u5177\u652f\u6491\u4e86385\u4eba\u56e2\u961f\u7684\u9ad8\u5f3a\u5ea6\u8fed\u4ee3\u3002<\/p>\n

\u5728\u6d41\u7a0b\u9ad8\u5ea6AI\u5316\u7684\u80cc\u666f\u4e0b\uff0cMiniMax\u5bf9AI\u539f\u751f\u7ec4\u7ec7\u4ea7\u751f\u4e86\u72ec\u7279\u7684\u7406\u89e3\u2014\u2014AI\u9700\u8981\u5728\u66f4\u591a\u5c97\u4f4d\u5de5\u79cd\u3001\u66f4\u771f\u5b9e\u7684\u751f\u4ea7\u573a\u666f\u4e2d\u521b\u9020\u4ef7\u503c\u3002<\/p>\n

\u6b63\u662f\u57fa\u4e8e\u8fd9\u79cd\u7406\u89e3\uff0c\u624d\u6709\u4e86\u8fd9\u4e2a\u6a21\u578b\u7684\u8bde\u751f\u3002<\/p>\n

\u5bf9\u4e8e\u5f00\u53d1\u8005\u800c\u8a00\uff0c\u8fd9\u6216\u8bb8\u6bd4\u5355\u7eaf\u7684\u53c2\u6570\u6307\u6807\u66f4\u5177\u53c2\u8003\u4ef7\u503c\u3002<\/p>\n

\u65b0\u6a21\u578b\u5c55\u73b0\u7684\u80fd\u529b\u548c\u4ef7\u503c\uff0c\u5c31\u662fMiniMax\u6700\u597d\u7684\u8def\u6f14\u3002<\/p>\n

Talk is cheap\uff0cShow you Model\uff5e<\/p>\n

\n

\u7248\u6743\u58f0\u660e\uff1a<\/strong><\/p>\n

\u672c\u535a\u5ba2\u90e8\u5206\u5185\u5bb9\u4e3a\u8f6c\u8f7d\u6587\u7ae0\uff0c\u65e8\u5728\u5206\u4eab\u6709\u4ef7\u503c\u7684\u4fe1\u606f\uff0c\u7248\u6743\u5f52\u539f\u4f5c\u8005\u6240\u6709\u3002<\/p>\n

\u8f6c\u8f7d\u4ec5\u4e3a\u4e2a\u4eba\u5b66\u4e60\u4e0e\u4ea4\u6d41\u76ee\u7684\uff0c\u4e0d\u5bf9\u6587\u7ae0\u89c2\u70b9\u8d1f\u8d23\uff0c\u4ea6\u4e0d\u7528\u4e8e\u4efb\u4f55\u5546\u4e1a\u7528\u9014\u3002<\/p>\n

\u5982\u6d89\u53ca\u7248\u6743\u95ee\u9898\uff0c\u8bf7\u8054\u7cfb\u672c\u4eba\u5220\u9664\u3002<\/p>\n<\/blockquote>\n","protected":false},"excerpt":{"rendered":"

WebDev\/AppDev\u80fd\u529b\u4e5f\u5927\u5e45\u4f18\u5316<\/p>\n

MiniMax\u6700\u65b0\u65d7\u8230\u7ea7Coding & Agent\u6a21\u578bM2.1\uff0c\u521a\u521a\u5bf9\u5916\u53d1\u5e03\u4e86\u3002<\/p>\n

\u4e00\u8fb9\u662f\u6e2f\u4ea4\u6240\u8046\u8baf\u901a\u8fc7\u65b0\u8fdb\u5c55\uff0c\u53e6\u4e00\u8fb9\u65b0\u6a21\u578b\u8fd8\u5728\u55d6\u55d6\u55d6\u4e0a\u65b0\u2014\u2014\u800c\u4e14\u8fd8SOTA\u4e86\u3002<\/p>\n

\u8fd9\u4e00\u6b21\uff0c\u5b83\u76f4\u63a5\u7529\u51fa\u4e86\u4e00\u4efd\u786c\u6838\u6210\u7ee9\u5355\uff0c\u5728\u8861\u91cf\u591a\u8bed\u8a00\u8f6f\u4ef6\u5de5\u7a0b\u80fd\u529b\u7684Multi-SWE-bench\u699c\u5355\u4e2d\uff0c\u4ee5\u4ec510B\u7684\u6fc0\u6d3b\u53c2\u6570\u62ff\u4e0b\u4e8649.4%\u7684\u6210\u7ee9\uff0c\u8d85\u8d8a\u4e86Claude Sonnet 4.5\u7b49\u56fd\u9645<\/p>\n","protected":false},"author":1,"featured_media":445,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[32],"class_list":["post-449","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-xwzx","tag-minimax"],"_links":{"self":[{"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/posts\/449","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/comments?post=449"}],"version-history":[{"count":0,"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/posts\/449\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/media\/445"}],"wp:attachment":[{"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/media?parent=449"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/categories?post=449"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/tags?post=449"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}