{"id":114553,"date":"2026-10-09T13:57:11","date_gmt":"2026-10-09T05:57:11","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/114553.html"},"modified":"2026-10-09T13:57:11","modified_gmt":"2026-10-09T05:57:11","slug":"%e5%b0%8f%e6%a8%a1%e5%9e%8b%e7%bb%8f%e6%b5%8e%e5%ad%a6%ef%bc%9aclaude-haiku-5-5-%e6%8a%8a%e6%88%90%e6%9c%ac%e7%a0%8d%e6%8e%89-90%ef%bc%8c%e5%8d%b4%e8%ae%a9%e8%ae%a1%e7%ae%97%e6%9c%ba%e4%bd%bf%e7%94%a8","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/114553.html","title":{"rendered":"\u5c0f\u6a21\u578b\u7ecf\u6d4e\u5b66\uff1aClaude Haiku 5.5 \u628a\u6210\u672c\u780d\u6389 90%\uff0c\u5374\u8ba9\u8ba1\u7b97\u673a\u4f7f\u7528\u6210\u529f\u7387\u7ffb\u5230 72.4%\u2014\u2014\u4e00\u573a\u5173\u4e8e\u201c\u591f\u7528\u5c31\u597d\u201c\u7684\u67b6\u6784\u80dc\u5229"},"content":{"rendered":"

\u5f15\u8a00：\u5f53"\u8d8a\u5927\u8d8a\u597d"\u7684\u91cd\u5fc3\u5f00\u59cb\u52a8\u6447<\/h3>\n

\u8fc7\u53bb\u4e24\u5e74，AI \u5708\u5b50\u7684\u4e3b\u6d41\u53d9\u4e8b\u662f"\u66f4\u5927\u3001\u66f4\u5f3a\u3001\u66f4\u8d35"\u2014\u2014\u66f4\u5927\u7684\u53c2\u6570\u91cf\u3001\u66f4\u9ad8\u7684\u63a8\u7406\u80fd\u529b\u3001\u66f4\u8d35\u7684\u5355\u6b21\u8c03\u7528\u3002\u4f46 2026 \u5e74 10 \u6708 8 \u65e5，Anthropic \u53d1\u5e03 Claude Haiku 5.5 \u7684\u8fd9\u5219\u6d88\u606f，\u50cf\u662f\u4e00\u8bb0\u6e05\u9192\u7684\u949f\u58f0：\u4e5f\u8bb8\u6211\u4eec\u6b63\u4ece"\u8ffd\u6c42\u6781\u81f4\u667a\u80fd"\u7684\u72c2\u70ed，\u8f6c\u5411"\u8ffd\u6c42\u6070\u5230\u597d\u5904"\u7684\u5b9e\u7528\u4e3b\u4e49\u3002<\/p>\n

Haiku 5.5 \u662f Haiku \u7cfb\u5217（Anthropic \u5b9a\u4f4d\u4e3a"\u5c0f\u6a21\u578b"\u4ea7\u54c1\u7ebf）\u7684\u6700\u65b0\u4e00\u6863\u3002\u5b83\u7684\u6570\u636e\u6709\u591a\u5938\u5f20？\u5148\u8bf4\u6210\u672c：\u76f8\u6bd4\u524d\u4ee3 Haiku 4.5，\u5e73\u5747\u6210\u672c\u964d\u4f4e\u4e86\u7ea6 75%，\u5728 10 \u4e07 token \u4ee5\u4e0b\u7684\u6807\u51c6\u63d0\u793a\u52a0\u8f7d\u64cd\u4f5c\u4e2d，\u6210\u672c\u6700\u591a\u53ef\u8282\u7701 90%\u3002\u518d\u8bf4\u80fd\u529b：\u5728 OSWorld 2.1 \u8ba1\u7b97\u673a\u4f7f\u7528（computer use）\u57fa\u51c6\u4e0a，Haiku 5.5 \u6210\u529f\u7387\u9ad8\u8fbe 72.4%，\u800c\u524d\u4ee3\u53ea\u6709 15.7%\u2014\u2014\u8fd9\u5df2\u7ecf\u4e0d\u662f"\u5c0f\u5e45\u8fdb\u6b65"，\u800c\u662f\u8de8\u8d8a\u5f0f\u7684\u4ee3\u5dee\u3002<\/p>\n

\u4f46\u8ba9\u6211\u89c9\u5f97\u771f\u6b63\u503c\u5f97\u5199\u4e00\u7bc7\u6280\u672f\u535a\u5ba2\u7684，\u4e0d\u662f\u8fd9\u4e9b\u5b64\u7acb\u7684\u6570\u5b57，\u800c\u662f Haiku 5.5 \u9690\u542b\u7684\u4e09\u4e2a\u66f4\u6df1\u5c42\u7684\u67b6\u6784\u4fe1\u53f7：<\/p>\n

  • "\u5c0f\u6a21\u578b"\u6b63\u5728\u627f\u62c5\u4f01\u4e1a\u5de5\u4f5c\u6d41\u7684\u4e3b\u5e72\u3002 Anthropic \u7684\u6218\u7565\u6027\u91cd\u65b0\u5b9a\u4f4d\u5f88\u660e\u786e：Haiku \u5904\u7406\u6d77\u91cf\u3001\u9ad8\u541e\u5410\u7684\u4f01\u4e1a\u5de5\u4f5c\u8d1f\u8f7d\u4e0e\u5b50\u667a\u80fd\u4f53（sub-agent）\u4efb\u52a1，\u628a\u66f4\u8d35\u7684 Sonnet\u3001Opus \u7559\u7ed9\u91cd\u578b\u7f16\u7801\u548c\u590d\u6742\u63a8\u7406\u3002\u8fd9\u8868\u660e"\u6a21\u578b\u5206\u5c42"\u6b63\u5728\u4ece\u6982\u5ff5\u8d70\u5411\u6807\u51c6\u5b9e\u8df5\u3002<\/li>\n
  • \u201c\u53ef\u8c03\u63a8\u7406\u96be\u5ea6"\u8ba9\u5c0f\u6a21\u578b\u62e5\u6709\u4e86"\u65cb\u94ae\u201d\u3002 Haiku 5.5 \u662f Haiku \u7cfb\u5217\u4e2d\u9996\u4e2a\u652f\u6301\u53ef\u8c03\u8282\u63a8\u7406\u96be\u5ea6（reasoning effort）\u8bbe\u7f6e\u7684\u6a21\u578b\u2014\u2014\u5f00\u53d1\u8005\u80fd\u6309\u5de5\u4f5c\u8d1f\u8f7d\u52a8\u6001\u5e73\u8861\u6210\u672c\u4e0e\u667a\u80fd\u3002\u8fd9\u7b49\u4e8e\u7ed9\u6210\u672c\u7ba1\u7406\u88c5\u4e86\u4e00\u4e2a\u7cbe\u7ec6\u7684\u9600\u95e8\u3002<\/li>\n
  • \u6027\u80fd\u7206\u70b8\u5f0f\u63d0\u5347\u7684\u80cc\u540e，\u662f"\u591f\u7528\u5c31\u597d"\u7684\u80dc\u5229\u3002 72.4% \u7684\u8ba1\u7b97\u673a\u4f7f\u7528\u6210\u529f\u7387，\u8bf4\u660e\u5c0f\u800c\u4e13\u7684\u6a21\u578b\u5728\u7279\u5b9a\u4efb\u52a1\u4e0a\u5b8c\u5168\u53ef\u4ee5\u903c\u8fd1\u751a\u81f3\u53cd\u8d85\u5927\u6a21\u578b\u3002\u8fd9\u6253\u7834\u4e86\u4e00\u79cd\u8ff7\u601d：\u4e0d\u662f\u6240\u6709\u4efb\u52a1\u90fd\u9700\u8981\u6700\u5f3a\u7684\u6a21\u578b，\u5f88\u591a\u4efb\u52a1\u53ea\u9700\u8981"\u521a\u597d\u591f\u7528"\u7684\u6a21\u578b\u3002<\/li>\n

    \u8fd9\u7bc7\u6587\u7ae0，\u6211\u60f3\u628a Haiku 5.5 \u62c6\u900f：\u7b2c\u4e00，\u8bb2\u6e05"\u6a21\u578b\u5206\u5c42 + \u53ef\u8c03\u63a8\u7406\u96be\u5ea6 + \u5c0f\u6a21\u578b\u9ad8\u541e\u5410"\u8fd9\u5957\u5c0f\u6a21\u578b\u7ecf\u6d4e\u5b66\u5230\u5e95\u5728\u7b97\u4ec0\u4e48\u8d26；\u7b2c\u4e8c，\u7528\u624b\u5199\u4ee3\u7801\u642d\u4e00\u4e2a"\u6210\u672c-\u667a\u80fd\u611f\u77e5\u7684\u8def\u7531\u5668"，\u6a21\u62df\u4e00\u4e2a\u4f01\u4e1a Agent \u7cfb\u7edf\u5982\u4f55\u5728 Opus \/ Sonnet \/ Haiku \u4e09\u6863\u4e4b\u95f4\u505a\u52a8\u6001\u8def\u7531\u2014\u2014\u8fd9\u6b63\u662f Haiku 5.5 \u8981\u670d\u52a1\u7684\u771f\u5b9e\u573a\u666f；\u7b2c\u4e09，\u8ba8\u8bba\u8fd9\u5957\u903b\u8f91\u5bf9\u6bcf\u4e00\u4e2a\u6784\u5efa AI \u5e94\u7528\u7684\u5de5\u7a0b\u5e08\u610f\u5473\u7740\u4ec0\u4e48\u3002<\/p>\n

    \u4e00\u3001Haiku 5.5 \u5230\u5e95"\u5c0f"\u5728\u54ea，\u53c8"\u5f3a"\u5728\u54ea<\/h3>\n

    \u5148\u5398\u6e05\u4e00\u4e2a\u5bb9\u6613\u88ab\u6807\u9898\u515a\u5e26\u504f\u7684\u70b9：Haiku 5.5 \u53eb"\u5c0f\u6a21\u578b"，\u4f46\u5b83\u5e76\u4e0d\u662f"\u5f31\u6a21\u578b"\u3002Haiku \u7684\u5b9a\u4f4d\u4e00\u76f4\u662f"\u6027\u4ef7\u6bd4\u6a21\u578b"\u2014\u2014\u7528\u66f4\u5c0f\u7684\u89c4\u6a21\u3001\u66f4\u4f4e\u7684\u6210\u672c，\u53bb\u6267\u884c\u90a3\u4e9b\u91cf\u5927\u3001\u91cd\u590d\u3001\u5bf9\u5ef6\u8fdf\u654f\u611f\u7684\u4efb\u52a1\u3002\u5b83\u5f3a\u5728"\u628a\u6bcf\u4e00\u5206\u94b1\u82b1\u5728\u5200\u5203\u4e0a"，\u800c\u4e0d\u662f"\u78be\u538b\u4e00\u5207\u57fa\u51c6"\u3002<\/p>\n

    \u6211\u4eec\u5148\u628a Haiku 5.5 \u7684\u6838\u5fc3\u6570\u5b57\u548c\u5bf9\u6bd4\u644a\u5f00：<\/p>\n

    \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510
    \n\u2502 Claude Haiku 5.5 \u5173\u952e\u6307\u6807\u4e00\u89c8（\u5bf9\u6bd4\u524d\u4ee3 Haiku 4.5） \u2502
    \n\u251c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2524
    \n\u2502 \u6307\u6807 Haiku 4.5 Haiku 5.5 \u2502
    \n\u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500 \u2502
    \n\u2502 \u5e73\u5747\u6210\u672c(\u76f8\u5bf9) \u57fa\u51c6 \u2193\u7ea675% \u2502
    \n\u2502 \u226410\u4e07token\u6807\u51c6\u63d0\u793a\u6210\u672c \u57fa\u51c6 \u2193\u6700\u591a90% \u2502
    \n\u2502 OSWorld 2.1 \u8ba1\u7b97\u673a\u4f7f\u7528\u6210\u529f\u7387 15.7% 72.4% \u2502
    \n\u2502 \u53ef\u8c03\u8282\u63a8\u7406\u96be\u5ea6 \u2717（\u4e0d\u652f\u6301） \u2713（\u9996\u4e2a） \u2502
    \n\u2502 \u76ee\u6807\u573a\u666f \u901a\u7528 \u9ad8\u541e\u5410\/\u5b50\u667a\u80fd\u4f53\u2502
    \n\u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518<\/p>\n

    \u8fd9\u5f20\u8868\u85cf\u7740\u4e24\u4e2a\u975e\u5e38\u53cd\u76f4\u89c9\u7684\u70b9，\u503c\u5f97\u6211\u4eec\u505c\u4e0b\u6765\u7ec6\u60f3\u3002<\/p>\n

    \u7b2c\u4e00，\u6210\u672c\u964d 75%\u201390%，\u600e\u4e48\u505a\u5230\u7684？ \u8fd9\u4e0d\u662f"\u6253\u4e86\u4e2a\u6298"，\u800c\u662f\u67b6\u6784\u4e0e\u5b9a\u4f4d\u7684\u53e0\u52a0\u7ed3\u679c\u3002\u4e00\u65b9\u9762，Haiku \u7cfb\u5217\u672c\u8eab\u5c31\u5728\u7528\u66f4\u5c0f\u7684\u89c4\u6a21\u6362\u53d6\u66f4\u9ad8\u7684\u541e\u5410\u2014\u2014\u540c\u6837\u7684\u7b97\u529b\u80fd\u670d\u52a1\u66f4\u591a\u8bf7\u6c42，\u644a\u8584\u5230\u6bcf\u6b21\u8c03\u7528\u7684\u5355\u4f4d\u6210\u672c\u81ea\u7136\u5c31\u4f4e；\u53e6\u4e00\u65b9\u9762，\u4e5f\u662f\u66f4\u5173\u952e\u7684\u4e00\u70b9，Anthropic \u6b63\u5728\u628a Haiku \u91cd\u65b0\u5b9a\u4f4d\u4e3a"\u9aa8\u5e72\u6267\u884c\u8005"：\u5b83\u4e0d\u518d\u5984\u60f3\u4ec0\u4e48\u4efb\u52a1\u90fd\u9876\u5c16，\u800c\u662f\u4e13\u6ce8\u4e8e\u628a\u6d77\u91cf\u3001\u53ef\u9884\u6d4b\u3001\u9ad8\u5e76\u53d1\u7684\u5de5\u4f5c\u9ad8\u6548\u505a\u6389\u3002\u5728\u67b6\u6784\u4e0a"\u5c11\u60f3\u4e00\u70b9"，\u5728\u89c4\u6a21\u4e0a"\u5c0f\u4e00\u70b9"，\u6210\u672c\u5c31\u80fd"\u4f4e\u5f88\u591a"\u3002<\/p>\n

    \u7b2c\u4e8c，\u6210\u672c\u5927\u964d\u7684\u540c\u65f6，\u8ba1\u7b97\u673a\u4f7f\u7528\u6210\u529f\u7387\u5374\u4ece 15.7% \u8df3\u5230 72.4%，\u8fd9\u8fdd\u80cc\u76f4\u89c9\u5417？ \u5176\u5b9e\u4e00\u70b9\u90fd\u4e0d\u3002\u8fd9\u6b63\u662f"\u5c0f\u800c\u4e13"\u7684\u4ef7\u503c\u2014\u2014\u5f53\u6a21\u578b\u4e13\u6ce8\u4e8e\u67d0\u7c7b\u4efb\u52a1\u3001\u4e0d\u518d\u8bd5\u56fe"\u4ec0\u4e48\u90fd\u4f1a\u4e00\u70b9"\u65f6，\u5b83\u5728\u90a3\u4e00\u7c7b\u4efb\u52a1\u4e0a\u7684\u8868\u73b0\u53cd\u800c\u53ef\u80fd\u5927\u5e45\u63d0\u5347\u3002 \u8ba1\u7b97\u673a\u4f7f\u7528（\u8ba9 AI \u53bb\u64cd\u4f5c\u771f\u5b9e\u8f6f\u4ef6\u754c\u9762：\u70b9\u51fb\u3001\u8f93\u5165\u3001\u5bfc\u822a\u3001\u586b\u8868）\u662f\u4e00\u79cd\u6709\u660e\u786e\u8303\u5f0f\u3001\u9ad8\u5ea6\u7ed3\u6784\u5316\u7684\u4efb\u52a1，\u5c0f\u800c\u4e13\u7684\u6a21\u578b\u5b8c\u5168\u53ef\u4ee5\u628a\u5b83\u5b66\u5f97\u5f88\u597d\u3002\u6240\u4ee5 Haiku 5.5 \u7684\u9ad8\u5206，\u4e0d\u662f"\u5c0f\u6a21\u578b\u8d85\u8d8a\u5927\u6a21\u578b"\u7684\u9b54\u6cd5，\u800c\u662f"\u628a\u5bf9\u7684\u4efb\u52a1\u4ea4\u7ed9\u5bf9\u5927\u5c0f\u7684\u6a21\u578b"\u7684\u7ed3\u679c\u3002<\/p>\n

    \u4e3a\u4e86\u8ba9\u4f60\u76f4\u89c2\u770b\u5230"\u5c0f\u6a21\u578b\u9ad8\u541e\u5410"\u5728\u67d0\u4e9b\u573a\u666f\u4e0b\u53cd\u800c\u662f\u4f18\u52bf，\u6211\u7528\u4e00\u6bb5 Go \u6a21\u62df"\u67d0\u4f01\u4e1a Agent \u7cfb\u7edf\u91cc\u7684\u4e09\u6863\u6a21\u578b\u5404\u5728\u5e72\u4ec0\u4e48\u3001\u6210\u672c\u600e\u4e48\u644a"：<\/p>\n

    \/\/ \u4f01\u4e1a Agent \u7cfb\u7edf\u4e2d\u7684\u6a21\u578b\u5206\u5c42\u4e0e\u5355\u4f4d\u6210\u672c（Go）<\/span>
    \npackage<\/span> main<\/p>\n

    import<\/span> "fmt"<\/span><\/p>\n

    \/\/ \u4e00\u6863\u6a21\u578b = \u4e00\u4e2a\u540d\u5b57 + \u6bcf\u6b21\u8c03\u7528\u7684\u6210\u672c(\u7f8e\u5206)<\/span>
    \ntype<\/span> Tier struct<\/span> {<\/span>
    \nName string<\/span>
    \nCost float64<\/span> \/\/ cents per call<\/span>
    \nQPS int<\/span> \/\/ \u5355\u6a21\u578b\u80fd\u625b\u7684\u541e\u5410(\u6bcf\u79d2\u8bf7\u6c42,\u793a\u610f)<\/span>
    \n}<\/span><\/p>\n

    func<\/span> main<\/span>(<\/span>)<\/span> {<\/span>
    \ntiers :=<\/span> [<\/span>]<\/span>Tier{<\/span>
    \n{<\/span>"opus-5.5"<\/span>,<\/span> 3.00<\/span>,<\/span> 20<\/span>}<\/span>,<\/span> \/\/ \u91cd\u578b\u63a8\u7406：\u8d35\u3001\u6162\u3001\u4f46\u6700\u80fd\u6253<\/span>
    \n{<\/span>"sonnet-5.5"<\/span>,<\/span> 0.50<\/span>,<\/span> 300<\/span>}<\/span>,<\/span> \/\/ \u901a\u7528：\u6298\u4e2d<\/span>
    \n{<\/span>"haiku-5.5"<\/span>,<\/span> 0.05<\/span>,<\/span> 2000<\/span>}<\/span>,<\/span> \/\/ \u5c0f\u6a21\u578b：\u6781\u4fbf\u5b9c\u3001\u6781\u9ad8\u541e\u5410<\/span>
    \n}<\/span><\/p>\n

    fmt.<\/span>Println<\/span>(<\/span>"\u6309\u300c\u6bcf\u4e07\u6b21\u8c03\u7528\u7684\u603b\u6210\u672c\u300d\u7b97\u4e00\u7b14\u8d26(\u5168\u7528\u67d0\u4e00\u6863):"<\/span>)<\/span>
    \nfor<\/span> _<\/span>,<\/span> t :=<\/span> range<\/span> tiers {<\/span>
    \nfmt.<\/span>Printf<\/span>(<\/span>" %-12s \u6bcf\u4e07\u6b21=$%.0f "<\/span>,<\/span> t.<\/span>Name,<\/span> t.<\/span>Cost*<\/span>10000<\/span>)<\/span>
    \nfmt.<\/span>Printf<\/span>(<\/span>" \u5355\u5b9e\u4f8b\u5cf0\u503c\u541e\u5410=%d QPS\\\\n"<\/span>,<\/span> t.<\/span>QPS)<\/span>
    \n}<\/span><\/p>\n

    fmt.<\/span>Println<\/span>(<\/span>"\\\\n\u7ed3\u8bba:\u540c\u6837\u7684\u300c1\u4e07\u6b21\u68c0\u7d22\u7c7b\u5b50\u4efb\u52a1\u300d,"<\/span>)<\/span>
    \nfmt.<\/span>Println<\/span>(<\/span>" \u5168\u7528 Haiku \u2248 $500, \u5168\u7528 Sonnet \u2248 $5000, \u5168\u7528 Opus \u2248 $30000"<\/span>)<\/span>
    \nfmt.<\/span>Println<\/span>(<\/span>" \u2192 \u628a\u666e\u901a\u4efb\u52a1\u4ea4\u7ed9 Haiku, \u628a\u786c\u9aa8\u5934\u7559\u7ed9 Opus, \u603b\u6210\u672c\u80fd\u5dee\u51e0\u5341\u500d"<\/span>)<\/span>
    \n}<\/span><\/p>\n

    \u8fd9\u9875\u4ee3\u7801\u7684\u4ef7\u503c，\u662f\u8ba9\u4f60\u5bf9"Haiku \u7684\u4fbf\u5b9c\u5230\u5e95\u6709\u591a\u4fbf\u5b9c"\u5efa\u7acb\u4f53\u611f：\u540c\u6837\u7684 1 \u4e07\u6b21\u8c03\u7528，Haiku \u7684\u6807\u4ef7\u4e0d\u5230 Opus \u7684 1\/60\u3002\u5728\u771f\u5b9e\u7684\u4f01\u4e1a Agent \u7cfb\u7edf\u91cc，\u7edd\u5927\u591a\u6570\u5b50\u4efb\u52a1（\u67e5\u5e93\u3001\u5f52\u7c7b\u3001\u62bd\u53d6\u3001\u7b80\u5355\u7684\u5de5\u5177\u8c03\u7528）\u6839\u672c\u4e0d\u9700\u8981 Opus \u7684\u667a\u80fd，\u7528 Haiku \u5c31\u591f\u4e86\u2014\u2014\u8fd9\u5c31\u662f"\u5c0f\u6a21\u578b\u7ecf\u6d4e\u5b66"\u7684\u7b97\u8d26\u8d77\u70b9\u3002<\/p>\n

    \u4e8c\u3001\u201c\u53ef\u8c03\u63a8\u7406\u96be\u5ea6\u201d：\u4e00\u4e2a\u88ab\u4f4e\u4f30\u7684\u67b6\u6784\u65cb\u94ae<\/h3>\n

    \u5982\u679c\u8bf4"\u6a21\u578b\u5206\u5c42"\u662f Haiku 5.5 \u53c2\u4e0e\u7684\u5b8f\u89c2\u67b6\u6784，\u90a3\u4e48"\u53ef\u8c03\u8282\u63a8\u7406\u96be\u5ea6"\u5c31\u662f\u5b83\u8eab\u4e0a\u90a3\u4e2a\u6700\u7cbe\u7ec6\u3001\u4e5f\u6700\u5bb9\u6613\u88ab\u4f4e\u4f30\u7684\u8bbe\u8ba1\u3002<\/p>\n

    \u5148\u95ee\u4e00\u4e2a\u6734\u7d20\u7684\u95ee\u9898：\u4e3a\u4ec0\u4e48\u4e00\u4e2a\u4efb\u52a1\u975e\u8981"\u63a8\u7406\u5230\u5e95"？ \u5728 LLM \u7684\u8bbe\u5b9a\u91cc，\u201c\u63a8\u7406\u96be\u5ea6\u201d（reasoning effort）\u63a7\u5236\u7684\u662f\u6a21\u578b\u5728\u56de\u7b54\u4e4b\u524d\u613f\u610f"\u591a\u60f3\u591a\u6df1"\u3002\u5bf9\u4e00\u9053\u9700\u8981\u4e25\u5bc6\u63a8\u5bfc\u7684\u6570\u5b66\u9898，\u4f60\u8981\u5b83\u62fc\u547d\u60f3；\u4f46\u5bf9\u4f60\u8ba9\u5b83"\u628a\u8fd9\u6bb5\u6587\u5b57\u5f52\u7c7b\u5230 A\/B\/C"\u7684\u7b80\u5355\u4efb\u52a1，\u4f60\u8981\u5b83\u60f3\u90a3\u4e48\u6df1\u5e72\u561b？\u60f3\u5f97\u8d8a\u6df1，token \u6d88\u8017\u8d8a\u591a，\u5ef6\u8fdf\u8d8a\u9ad8，\u6210\u672c\u8d8a\u9ad8\u2014\u2014\u800c\u6536\u76ca\u5f88\u53ef\u80fd\u6ca1\u53d8\u5316\u3002<\/p>\n

    Haiku 5.5 \u7684\u6838\u5fc3\u5356\u70b9\u4e4b\u4e00，\u5c31\u662f\u9996\u6b21\u5728 Haiku \u7cfb\u5217\u91cc\u7ed9\u4e86\u5f00\u53d1\u8005\u8fd9\u4e2a"\u65cb\u94ae"：\u4f60\u53ef\u4ee5\u6309\u5de5\u4f5c\u8d1f\u8f7d\u7684\u590d\u6742\u5ea6，\u52a8\u6001\u8c03\u8282\u63a8\u7406\u96be\u5ea6，\u5728"\u6210\u672c"\u548c"\u667a\u80fd"\u4e4b\u95f4\u624b\u52a8（\u6216\u7a0b\u5e8f\u5316\u5730）\u627e\u5230\u5e73\u8861\u70b9\u3002<\/p>\n

    \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510
    \n\u2502 \u63a8\u7406\u96be\u5ea6(reasoning effort)\u65cb\u94ae：\u6210\u672c\u4e0e\u667a\u80fd\u7684\u6743\u8861 \u2502
    \n\u251c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2524
    \n\u2502 \u2502
    \n\u2502 \u667a\u80fd \u25b2 \u2502
    \n\u2502 \u2502 \u2502
    \n\u2502 \u9ad8 \u2502 \u256d\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u256e \u590d\u6742\u4efb\u52a1：\u8c03\u9ad8\u63a8\u7406\u96be\u5ea6 \u2502
    \n\u2502 \u2502 \u2502 \u591atoken \u2502 \u2192 \u66f4\u51c6, \u4f46\u66f4\u6162\u66f4\u8d35 \u2502
    \n\u2502 \u2502 \u2502 \u591a\u5ef6\u8fdf \u2502 \u2502
    \n\u2502 \u2502 \u2570\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u256f \u2502
    \n\u2502 \u2502 \u2502
    \n\u2502 \u4e2d \u2502 \u256d\u2500\u2500\u2500\u256e \u5e38\u89c4\u4efb\u52a1：\u9ed8\u8ba4\u9002\u4e2d \u2502
    \n\u2502 \u2502 \u2502 \u2502\u2192 \u5e73\u8861 \u2502
    \n\u2502 \u2502 \u2570\u2500\u2500\u2500\u256f \u2502
    \n\u2502 \u2502 \u2502
    \n\u2502 \u4f4e \u2502 \u256d\u2500\u256e \u7b80\u5355\u4efb\u52a1：\u8c03\u4f4e\u63a8\u7406\u96be\u5ea6 \u2502
    \n\u2502 \u2502 \u2502 \u2502 \u2192 \u6781\u5feb\u6781\u7701, \u591f\u7528\u5c31\u884c \u2502
    \n\u2502 \u2502 \u2570\u2500\u256f \u2502
    \n\u2502 \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u25ba \u6210\u672c\/\u5ef6\u8fdf
    \n\u2502 \u2502
    \n\u2502 \u4e00\u53e5\u8bdd：\u540c\u4e00\u6a21\u578b，\u7528\u300c\u60f3\u591a\u6df1\u300d\u8fd9\u4e2a\u65cb\u94ae，\u5728\u6027\u80fd\u4e0e\u94b1\u5305\u4e4b\u95f4\u5fae\u8c03 \u2502
    \n\u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518<\/p>\n

    \u8fd9\u5f20\u56fe\u7684\u542f\u53d1\u5728\u4e8e：\u201c\u53ef\u8c03\u63a8\u7406\u96be\u5ea6"\u8ba9"\u6210\u672c\u4f18\u5316"\u4ece"\u6362\u4e00\u4e2a\u4fbf\u5b9c\u6a21\u578b"\u8fd9\u79cd"\u5b8f\u89c2\u6362\u6321\u201d，\u7ec6\u5316\u5230"\u540c\u4e00\u4e2a\u6a21\u578b\u5185\u90e8\u7cbe\u7ec6\u5fae\u8c03"\u8fd9\u79cd"\u5fae\u89c2\u8c03\u53c2"\u3002 \u6709\u4e86\u5b83，\u4f60\u4e0d\u518d\u9700\u8981\u4e3a\u4e86\u7701\u51e0\u5341\u5757\u94b1，\u5c31\u628a\u4e00\u4e2a\u5927\u4efb\u52a1\u6574\u4f53\u964d\u7ea7\u5230\u5f31\u6a21\u578b\u2014\u2014\u4f60\u53ef\u4ee5\u4fdd\u7559 Haiku 5.5 \u7684\u80fd\u529b，\u53ea\u662f\u8ba9\u5b83"Hai"\u5f97\u6d45\u4e00\u70b9，\u53bb\u5904\u7406\u90a3\u4e9b\u53ea\u9700\u8981\u6d45\u5c42\u63a8\u7406\u7684\u5de5\u4f5c\u3002<\/p>\n

    \u6211\u7528\u4e00\u6bb5 Python \u6a21\u62df：\u4e00\u4e2a"\u63a8\u7406\u96be\u5ea6\u81ea\u9002\u5e94\u8c03\u5ea6\u5668"，\u6839\u636e\u4efb\u52a1\u7684\u590d\u6742\u5ea6\u6807\u7b7e，\u52a8\u6001\u4e3a Haiku 5.5 \u9009\u5b9a\u4e0d\u540c\u7684\u63a8\u7406\u5f3a\u5ea6，\u4ece\u800c\u5728"\u51c6\u786e\u7387"\u4e0e"\u6210\u672c"\u4e4b\u95f4\u505a\u5e73\u8861：<\/p>\n

    # \u63a8\u7406\u96be\u5ea6\u81ea\u9002\u5e94\u8c03\u5ea6\u5668（Python）<\/span>
    \n# \u6a21\u62df：\u6839\u636e\u4efb\u52a1\u590d\u6742\u5ea6，\u52a8\u6001\u9009\u62e9 Haiku 5.5 \u7684\u63a8\u7406\u96be\u5ea6<\/span><\/p>\n

    def<\/span> pick_reasoning_effort<\/span>(<\/span>complexity:<\/span> str<\/span>)<\/span> –<\/span>><\/span> tuple<\/span>[<\/span>str<\/span>,<\/span> float<\/span>]<\/span>:<\/span>
    \n """
    \n \u8fd4\u56de (\u63a8\u7406\u96be\u5ea6, \u5355\u4f4d\u6210\u672c)\u3002
    \n \u6a21\u62df Haiku 5.5 \u53ef\u8c03\u63a8\u7406\u96be\u5ea6：\u4efb\u52a1\u8d8a\u590d\u6742\u2192\u8d8a\u9ad8\u96be\u5ea6\u2192\u66f4\u8d35\u4f46\u66f4\u51c6\u3002
    \n """<\/span>
    \n table =<\/span> {<\/span>
    \n "low"<\/span>:<\/span> (<\/span>"low"<\/span>,<\/span> 0.03<\/span>)<\/span>,<\/span> # \u5206\u7c7b\/\u68c0\u7d22：\u6d45\u5c42\u5373\u53ef<\/span>
    \n "medium"<\/span>:<\/span> (<\/span>"medium"<\/span>,<\/span> 0.05<\/span>)<\/span>,<\/span> # \u62bd\u53d6\/\u6539\u5199：\u9002\u4e2d<\/span>
    \n "high"<\/span>:<\/span> (<\/span>"high"<\/span>,<\/span> 0.10<\/span>)<\/span>,<\/span> # \u591a\u6b65\u63a8\u7406\/\u5de5\u5177\u7f16\u6392：\u6df1\u5165<\/span>
    \n }<\/span>
    \n return<\/span> table.<\/span>get(<\/span>complexity,<\/span> table[<\/span>"low"<\/span>]<\/span>)<\/span><\/p>\n

    def<\/span> route_and_cost<\/span>(<\/span>tasks:<\/span> list<\/span>[<\/span>str<\/span>]<\/span>)<\/span> –<\/span>><\/span> tuple<\/span>[<\/span>float<\/span>,<\/span> int<\/span>]<\/span>:<\/span>
    \n """\u6a21\u62df\u4e00\u6279\u4efb\u52a1：\u6309\u590d\u6742\u5ea6\u9009\u96be\u5ea6，\u7edf\u8ba1\u603b\u6210\u672c\u4e0e"\u53ef\u7591\u9700\u590d\u6838"\u6570\u3002"""<\/span>
    \n total_cost =<\/span> 0.0<\/span>
    \n high_risk =<\/span> 0<\/span>
    \n for<\/span> t in<\/span> tasks:<\/span>
    \n effort,<\/span> cost =<\/span> pick_reasoning_effort(<\/span>t.<\/span>split(<\/span>":"<\/span>)<\/span>[<\/span>0<\/span>]<\/span>)<\/span>
    \n total_cost +=<\/span> cost
    \n if<\/span> t.<\/span>startswith(<\/span>"high"<\/span>)<\/span>:<\/span> # \u590d\u6742\u5ea6\u9ad8\u7684\u4efb\u52a1\u66f4\u53ef\u80fd\u51fa\u9519<\/span>
    \n high_risk +=<\/span> 1<\/span>
    \n return<\/span> total_cost,<\/span> high_risk<\/p>\n

    if<\/span> __name__ ==<\/span> "__main__"<\/span>:<\/span>
    \n # \u4f01\u4e1a\u6279\u91cf\u5b50\u4efb\u52a1：\u5927\u591a\u662f low, \u5c11\u91cf medium, \u6781\u5c11\u6570 high<\/span>
    \n workload =<\/span> [<\/span>"low:\u5317\u4eac\u4eca\u5929\u5929\u6c14"<\/span>,<\/span> "low:\u628a\u90ae\u4ef6\u5f52\u5230A"<\/span>,<\/span> "medium:\u62bd\u53d6\u53d1\u7968\u5b57\u6bb5"<\/span>,<\/span>
    \n "low:\u67e5\u8be2\u5e93\u5b58"<\/span>,<\/span> "high:\u591a\u6b65\u9000\u6b3e\u6d41\u7a0b\u7f16\u6392"<\/span>,<\/span> "low:\u7ffb\u6210\u82f1\u6587"<\/span>,<\/span>
    \n "medium:\u603b\u7ed3\u4f1a\u8bae\u7eaa\u8981"<\/span>,<\/span> "high:\u6392\u5b9a\u4ee3\u7801\u91cd\u6784\u65b9\u6848"<\/span>]<\/span>
    \n cost,<\/span> hr =<\/span> route_and_cost(<\/span>workload)<\/span>
    \n print<\/span>(<\/span>f"\u672c\u6279 <\/span>{<\/span>len<\/span>(<\/span>workload)<\/span>}<\/span><\/span> \u4e2a\u4efb\u52a1, Haiku 5.5 \u81ea\u9002\u5e94\u63a8\u7406\u96be\u5ea6\u603b\u6210\u672c = $<\/span>{<\/span>cost:<\/span>.2f<\/span>}<\/span><\/span>"<\/span><\/span>)<\/span>
    \n print<\/span>(<\/span>f"\u5176\u4e2d <\/span>{<\/span>hr}<\/span><\/span> \u4e2a\u9ad8\u98ce\u9669\u4efb\u52a1\u5df2\u6807\u8bb0\u9700\u4eba\u5de5\u590d\u6838"<\/span><\/span>)<\/span>
    \n # \u5bf9\u6bd4：\u5047\u8bbe\u5168\u90e8\u7528 high \u96be\u5ea6(\u6700\u8d35\u4f46\u6700\u7a33)：<\/span>
    \n print<\/span>(<\/span>f"\u5bf9\u6bd4: \u82e5\u5168\u90e8\u7528\u6700\u9ad8\u96be\u5ea6, \u6210\u672c = $<\/span>{<\/span>len<\/span>(<\/span>workload)<\/span>*<\/span>0.10<\/span>:<\/span>.2f<\/span>}<\/span><\/span>"<\/span><\/span>)<\/span><\/p>\n

    \u8dd1\u8fd9\u6bb5\u4ee3\u7801\u4f60\u4f1a\u770b\u5230，\u81ea\u9002\u5e94\u96be\u5ea6\u6bd4"\u4e00\u5f8b\u62c9\u6ee1"\u4fbf\u5b9c 40%+，\u540c\u65f6\u90a3\u4e9b\u771f\u6b63\u9ad8\u98ce\u9669\u7684 few \u4e2a\u4efb\u52a1\u4f9d\u65e7\u88ab\u6807\u8bb0\u51fa\u6765\u4eba\u5de5\u515c\u5e95\u3002 \u8fd9\u5c31\u662f"\u53ef\u8c03\u63a8\u7406\u96be\u5ea6"\u5728\u4f01\u4e1a\u6d41\u6c34\u7ebf\u91cc\u7684\u771f\u5b9e\u4ef7\u503c：\u7528\u4e0d\u5230\u4e09\u5206\u4e4b\u4e8c\u7684\u6210\u672c，\u4fdd\u4f4f\u4e86\u63a5\u8fd1\u6ee1\u914d\u7684\u5b89\u5168\u515c\u5e95\u3002<\/p>\n

    \u4e09\u3001\u628a\u5c0f\u6a21\u578b\u7ecf\u6d4e\u5b66\u62fc\u6210\u5b8c\u6574\u67b6\u6784：\u4e00\u4e2a\u6210\u672c-\u667a\u80fd\u611f\u77e5\u7684\u8def\u7531\u5668<\/h3>\n

    \u6211\u4eec\u524d\u9762\u5206\u522b\u770b\u61c2\u4e86"\u6a21\u578b\u5206\u5c42"\u548c"\u53ef\u8c03\u63a8\u7406\u96be\u5ea6"\u3002\u73b0\u5728\u628a\u5b83\u4eec\u62fc\u8d77\u6765\u2014\u2014\u73b0\u4ee3\u4f01\u4e1a Agent \u7cfb\u7edf\u771f\u6b63\u9700\u8981\u7684，\u662f\u4e00\u4e2a\u80fd\u5728 Opus \/ Sonnet \/ Haiku \u4e09\u6863\u6a21\u578b + \u4e0d\u540c\u63a8\u7406\u96be\u5ea6\u4e4b\u95f4\u52a8\u6001\u8def\u7531\u7684"\u6210\u672c-\u667a\u80fd\u611f\u77e5\u8def\u7531\u5668"\u3002<\/p>\n

    \u4e3a\u4ec0\u4e48\u9700\u8981\u5b83？\u56e0\u4e3a\u4e00\u4e2a\u771f\u5b9e\u7684\u4f01\u4e1a Agent \u7cfb\u7edf\u91cc，\u4efb\u52a1\u7684\u590d\u6742\u5ea6\u5dee\u5f02\u6781\u5927：\u6709\u7684\u8981 Opus \u7ea7\u522b\u7684\u4e25\u5bc6\u63a8\u7406，\u6709\u7684 Haiku \u5c31\u591f\u4e86，\u8fd8\u6709\u7684\u5927\u591a\u6570\u4ecb\u4e8e\u4e24\u8005\u4e4b\u95f4\u3002\u5982\u679c"\u4e00\u5200\u5207"\u5168\u7528\u6700\u5f3a\u6a21\u578b，\u6210\u672c\u4f1a\u5931\u63a7；\u5168\u7528\u6700\u5f31\u6a21\u578b，\u8d28\u91cf\u53c8\u65e0\u4fdd\u8bc1\u3002\u8def\u7531\u5668\u7684\u804c\u8d23，\u5c31\u662f\u8ba9\u6bcf\u4e00\u4e2a\u4efb\u52a1\u90fd\u6d41\u5411"\u521a\u597d\u591f\u7528\u53c8\u6700\u7701"\u7684\u6863\u4f4d\u3002<\/p>\n

    \u6211\u7ed9\u51fa\u4e00\u4e2a\u7b80\u5316\u4f46\u5b8c\u6574\u7684\u6700\u5c0f\u5b9e\u73b0（Go），\u8ba9\u4f60\u770b\u5230\u4e00\u4e2a\u4f01\u4e1a\u7ea7"\u6210\u672c-\u667a\u80fd\u611f\u77e5\u8def\u7531"\u957f\u4ec0\u4e48\u6837：<\/p>\n

    \/\/ \u6210\u672c-\u667a\u80fd\u611f\u77e5\u7684\u6a21\u578b\u8def\u7531\u5668（Go）\u2014\u2014 Haiku 5.5 \u65f6\u4ee3\u7684\u4f01\u4e1a Agent \u9aa8\u67b6<\/span>
    \npackage<\/span> main<\/p>\n

    import<\/span> "fmt"<\/span><\/p>\n

    \/\/ \u4efb\u52a1\u8fbe\u5230\u67d0\u4e2a\u6863\u4f4d\u7684"\u5fc3\u667a\u95e8\u69db"\u7531\u8c03\u7528\u65b9\u7ed9\u51fa<\/span>
    \ntype<\/span> Task struct<\/span> {<\/span>
    \nId string<\/span>
    \nMinSkill int<\/span> \/\/ 0=Haiku, 1=Sonnet, 2=Opus (\u6240\u9700\u6700\u4f4e\u6863)<\/span>
    \nEffort string<\/span>
    \n}<\/span><\/p>\n

    func<\/span> route<\/span>(<\/span>t Task)<\/span> (<\/span>model,<\/span> effort string<\/span>)<\/span> {<\/span>
    \nswitch<\/span> {<\/span>
    \ncase<\/span> t.<\/span>MinSkill >=<\/span> 2<\/span>:<\/span>
    \nreturn<\/span> "opus-5.5"<\/span>,<\/span> t.<\/span>Effort
    \ncase<\/span> t.<\/span>MinSkill ==<\/span> 1<\/span>:<\/span>
    \nreturn<\/span> "sonnet-5.5"<\/span>,<\/span> t.<\/span>Effort
    \ndefault<\/span>:<\/span>
    \nreturn<\/span> "haiku-5.5"<\/span>,<\/span> t.<\/span>Effort
    \n}<\/span>
    \n}<\/span><\/p>\n

    func<\/span> main<\/span>(<\/span>)<\/span> {<\/span>
    \nbatch :=<\/span> [<\/span>]<\/span>Task{<\/span>
    \n{<\/span>"q1-lookup"<\/span>,<\/span> 0<\/span>,<\/span> "low"<\/span>}<\/span>,<\/span> \/\/ \u67e5\u5e93\u5b58 \u2192 Haiku, \u4f4e\u96be\u5ea6<\/span>
    \n{<\/span>"q2-extract-email"<\/span>,<\/span> 0<\/span>,<\/span> "medium"<\/span>}<\/span>,<\/span> \/\/ \u62bd\u53d6\u90ae\u4ef6 \u2192 Haiku, \u4e2d\u7b49<\/span>
    \n{<\/span>"q3-summarize"<\/span>,<\/span> 1<\/span>,<\/span> "medium"<\/span>}<\/span>,<\/span> \/\/ \u603b\u7ed3 \u2192 Sonnet<\/span>
    \n{<\/span>"q4-refactor-codesign"<\/span>,<\/span> 2<\/span>,<\/span> "high"<\/span>}<\/span>,<\/span>\/\/ \u91cd\u6784\u6392\u671f \u2192 Opus, \u9ad8\u96be\u5ea6<\/span>
    \n}<\/span>
    \ncostPer :=<\/span> map<\/span>[<\/span>string<\/span>]<\/span>float64<\/span>{<\/span>"opus-5.5"<\/span>:<\/span> 3.0<\/span>,<\/span> "sonnet-5.5"<\/span>:<\/span> 0.5<\/span>,<\/span> "haiku-5.5"<\/span>:<\/span> 0.05<\/span>}<\/span>
    \n\/\/ \u6309\u96be\u5ea6\u9644\u52a0\u7cfb\u6570<\/span>
    \neffortMult :=<\/span> map<\/span>[<\/span>string<\/span>]<\/span>float64<\/span>{<\/span>"low"<\/span>:<\/span> 1.0<\/span>,<\/span> "medium"<\/span>:<\/span> 1.5<\/span>,<\/span> "high"<\/span>:<\/span> 2.0<\/span>}<\/span><\/p>\n

    total :=<\/span> 0.0<\/span>
    \nfor<\/span> _<\/span>,<\/span> t :=<\/span> range<\/span> batch {<\/span>
    \nm,<\/span> e :=<\/span> route<\/span>(<\/span>t)<\/span>
    \nc :=<\/span> costPer[<\/span>m]<\/span> *<\/span> effortMult[<\/span>e]<\/span>
    \ntotal +=<\/span> c
    \nfmt.<\/span>Printf<\/span>(<\/span>"\u4efb\u52a1%-14s \u2192 %-12s \u96be\u5ea6%-6s \u5355\u6b21\u2248$%.2f\\\\n"<\/span>,<\/span> t.<\/span>Id,<\/span> m,<\/span> e,<\/span> c)<\/span>
    \n}<\/span>
    \nfmt.<\/span>Printf<\/span>(<\/span>"\\\\n\u672c\u6279\u603b\u6210\u672c \u2248 $%.2f\\\\n"<\/span>,<\/span> total)<\/span>
    \n}<\/span><\/p>\n

    \u8fd9\u6bb5 Go \u7684\u4ef7\u503c，\u5728\u4e8e\u5b83\u628a"\u5206\u5c42"\u548c"\u8c03\u96be\u5ea6"\u4e24\u4e2a\u65cb\u94ae\u6574\u5408\u5230\u4e86\u540c\u4e00\u4e2a\u8def\u7531\u51b3\u7b56\u91cc：\u6bcf\u4e2a\u4efb\u52a1\u5148\u53bb\u5339\u914d"\u8be5\u7528\u54ea\u4e00\u6863\u6a21\u578b"，\u518d\u5339\u914d"\u8be5\u7528\u591a\u6df1\u7684\u63a8\u7406"\u3002 Haiku 5.5 \u5728\u5176\u4e2d\u7684\u89d2\u8272，\u662f\u8ba9\u5927\u91cf"0 \u6863"（\u68c0\u7d22\u3001\u62bd\u53d6\u3001\u5206\u7c7b）\u4efb\u52a1\u80fd\u7528\u6700\u5c0f\u6210\u672c\u5b8c\u6210\u2014\u2014\u5b83\u6491\u8d77\u4e86\u6574\u4e2a\u7cfb\u7edf\u91cc\u5360\u6bd4\u6700\u9ad8\u7684"\u7a7a\u5fc3"\u5de5\u4f5c\u91cf，\u4ece\u800c\u628a\u9884\u7b97\u91ca\u653e\u51fa\u6765，\u7559\u7ed9\u771f\u6b63\u9700\u8981 Opus \u7684\u90a3\u6781\u5c11\u6570\u786c\u9aa8\u5934\u3002<\/p>\n

    \u56db\u3001\u5bf9\u6211\u4eec\u610f\u5473\u7740\u4ec0\u4e48：\u4e09\u4e2a\u5e94\u8be5\u7acb\u523b\u91c7\u7eb3\u7684\u5de5\u7a0b\u4e60\u60ef<\/h3>\n

    \u5206\u6790\u5230\u8fd9\u91cc，Haiku 5.5 \u7684\u6280\u672f\u5185\u6838\u5df2\u7ecf\u5f88\u6e05\u695a\u4e86\u3002\u4f46"\u770b\u6e05\u8d8b\u52bf"\u548c"\u505a\u5bf9\u5de5\u7a0b"\u4e4b\u95f4，\u8fd8\u6709\u4e00\u6bb5\u8def\u3002\u6240\u4ee5\u6700\u540e，\u6211\u628a\u5b83\u63d0\u70bc\u6210\u4e09\u4e2a\u53ef\u4ee5\u7acb\u523b\u7528\u8d77\u6765\u7684\u5de5\u7a0b\u4e60\u60ef，\u9001\u7ed9\u6bcf\u4e00\u4e2a\u5728\u6784\u5efa AI \u5e94\u7528\u3001Agent \u7cfb\u7edf\u7684\u5f00\u53d1\u8005\u3002<\/p>\n

    \u7b2c\u4e00\u4e2a\u4e60\u60ef：\u522b\u518d"\u4e00\u6a21\u578b\u6253\u5929\u4e0b"，\u8981\u5b66\u4f1a\u7ed9\u4efb\u52a1\u5206\u5c42\u3002 \u5f88\u591a\u56e2\u961f\u4e60\u60ef\u6027\u5730\u628a\u540c\u4e00\u4e2a\u6a21\u578b\u8d34\u7ed9\u6240\u6709\u8bf7\u6c42\u2014\u2014\u8fd9\u662f\u5de8\u5927\u7684\u8d44\u6e90\u6d6a\u8d39\u3002\u8bf7\u50cf\u770b"\u6c7d\u8f66\u6863\u4f4d"\u4e00\u6837\u770b\u5f85\u4f60\u7684\u6a21\u578b\u8d44\u4ea7：\u8dd1\u6b65（\u7b80\u5355\u68c0\u7d22）\u7528 Haiku，\u901a\u52e4（\u901a\u7528\u4efb\u52a1）\u7528 Sonnet，\u8d8a\u91ce\u6551\u63f4（\u91cd\u578b\u63a8\u7406）\u624d\u4e0a Opus\u3002 \u8ba9\u6bcf\u4e00\u4e2a\u4efb\u52a1\u6d41\u5411"\u521a\u597d\u591f\u7528"\u7684\u6863\u4f4d，\u662f AI \u5e94\u7528\u6210\u672c\u7ba1\u7406\u7684\u7b2c\u4e00\u8bfe\u3002<\/p>\n

    \u7b2c\u4e8c\u4e2a\u4e60\u60ef：\u628a"\u63a8\u7406\u96be\u5ea6"\u5f53\u6210\u4e00\u4e2a\u53ef\u8c03\u65cb\u94ae，\u800c\u4e0d\u662f\u4e00\u4e2a\u56fa\u5b9a\u503c\u3002 \u5982\u679c\u4f60\u7528\u7684\u6a21\u578b\u652f\u6301（\u50cf Haiku 5.5 \u8fd9\u6837）\u53ef\u8c03\u63a8\u7406\u96be\u5ea6，\u90a3\u5c31\u522b\u8ba9\u5b83\u603b\u662f"\u5168\u529b\u601d\u8003"\u3002\u7528\u4efb\u52a1\u590d\u6742\u5ea6\u9a71\u52a8\u63a8\u7406\u5f3a\u5ea6：\u7b80\u5355\u4efb\u52a1\u8c03\u4f4e\u3001\u590d\u6742\u4efb\u52a1\u8c03\u9ad8\u3002 \u4f60\u4f1a\u53d1\u73b0，"\u5c11\u60f3\u4e00\u70b9"\u5728\u5f88\u591a\u573a\u666f\u4e0b\u5b8c\u5168\u4e0d\u635f\u5931\u7ed3\u679c，\u5374\u5e2e\u4f60\u7701\u4e0b\u53ef\u89c2\u7684\u6210\u672c\u4e0e\u5ef6\u8fdf\u3002<\/p>\n

    \u7b2c\u4e09\u4e2a\u4e60\u60ef：\u628a"\u5b50\u667a\u80fd\u4f53"\u5f53\u4f5c\u4f60\u7684\u6210\u672c\u6760\u6746\u3002 Anthropic \u660e\u786e\u8bf4 Haiku 5.5 \u9762\u5411"\u9ad8\u5bb9\u91cf\u5de5\u4f5c\u6d41\u548c\u5b50\u667a\u80fd\u4f53\u4efb\u52a1"\u3002\u8fd9\u610f\u5473\u7740，\u5728\u6784\u5efa Agent \u7cfb\u7edf\u65f6，\u628a\u5927\u800c\u6742\u7684\u4e3b\u4efb\u52a1\u62c6\u6210\u4e00\u5806\u5c0f\u800c\u4e13\u7684\u5b50\u667a\u80fd\u4f53，\u6bcf\u4e2a\u5b50\u667a\u80fd\u4f53\u7528\u6700\u5408\u9002（\u5f80\u5f80\u6700\u4fbf\u5b9c）\u7684\u6a21\u578b\u53bb\u6267\u884c，\u662f\u4e00\u79cd\u65e2\u63d0\u5e76\u884c\u5ea6\u3001\u53c8\u538b\u6210\u672c\u7684\u9ad8\u660e\u505a\u6cd5\u3002\u4e00\u4e2a\u6210\u672c\u5065\u5eb7\u7684\u4f01\u4e1a Agent \u7cfb\u7edf，\u5f80\u5f80\u662f"\u4e00\u6761 Opus \u7684\u6d41\u6c34\u7ebf\u5468\u56f4，\u73af\u7ed5\u7740\u4e00\u5708 Haiku \u7684\u5b50\u667a\u80fd\u4f53"\u3002<\/p>\n

    \u6211\u628a\u8fd9\u4e09\u4e2a\u4e60\u60ef\u6574\u7406\u6210\u4e00\u5f20"\u843d\u5730\u5fc3\u6cd5"\u56fe：<\/p>\n

    \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510
    \n\u2502 \u5c0f\u6a21\u578b\u7ecf\u6d4e\u5b66\u7684\u843d\u5730\u5fc3\u6cd5（\u628a Haiku 5.5 \u7528\u5bf9） \u2502
    \n\u251c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2524
    \n\u2502 \u2502
    \n\u2502 \u2460 \u7ed9\u4efb\u52a1\u5206\u5c42 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u25ba \u522b\u4e00\u6a21\u578b\u6253\u5929\u4e0b \u2502
    \n\u2502 \u00b7\u68c0\u7d22\/\u62bd\u53d6\/\u5206\u7c7b \u2192 Haiku \u00b7\u901a\u7528 \u2192 Sonnet \u00b7\u91cd\u578b \u2192 Opus \u2502
    \n\u2502 \u2502
    \n\u2502 \u2461 \u628a\u63a8\u7406\u96be\u5ea6\u5f53\u65cb\u94ae \u2500\u2500\u2500\u2500\u2500\u2500\u25ba \u522b\u603b\u60f3\u8ba9\u6a21\u578b"\u5168\u529b\u601d\u8003" \u2502
    \n\u2502 \u00b7\u7b80\u5355\u4efb\u52a1\u8c03\u4f4e\u96be\u5ea6 \u2192 \u66f4\u7701\u66f4\u5feb\u4e0d\u635f\u5931\u7ed3\u679c \u2502
    \n\u2502 \u00b7\u590d\u6742\u4efb\u52a1\u8c03\u9ad8\u96be\u5ea6 \u2192 \u4fdd\u51c6\u4fdd\u5b89\u5168 \u2502
    \n\u2502 \u2502
    \n\u2502 \u2462 \u8ba9\u5b50\u667a\u80fd\u4f53\u5f53\u6760\u6746 \u2500\u2500\u2500\u2500\u2500\u2500\u25ba \u62c6\u5927\u4efb\u52a1\u4e3a\u5c0f\u667a\u80fd\u4f53 \u2502
    \n\u2502 \u00b7\u5927\u91cfHaiku\u5b50\u667a\u80fd\u4f53 + \u5c11\u91cfOpus\u91cd\u578b\u6d41\u6c34\u7ebf \u2502
    \n\u2502 \u00b7\u5e76\u884c\u5ea6\u2191 \u6210\u672c\u2193 \u8fb9\u754c\u6e05\u6670\u2191 \u2502
    \n\u2502 \u2502
    \n\u2502 \u4e00\u53e5\u8bdd：\u7528\u300c\u5bf9\u5927\u5c0f\u7684\u6a21\u578b\u300d+\u300c\u5bf9\u6df1\u6d45\u7684\u63a8\u7406\u300d，\u505a\u300c\u5bf9\u6210\u672c\u7684\u4e8b\u300d \u2502
    \n\u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518<\/p>\n

    \u8fd9\u5f20\u56fe\u60f3\u4f20\u8fbe\u7684\u6001\u5ea6，\u662f\u4e00\u79cd\u4e0e"\u8d8a\u5927\u8d8a\u597d"\u65f6\u4ee3\u7684\u544a\u522b：\u771f\u6b63\u7684\u5de5\u7a0b\u9ad8\u624b，\u4e0d\u662f\u6c38\u8fdc\u7528\u6700\u8d35\u7684\u5de5\u5177，\u800c\u662f\u77e5\u9053"\u54ea\u4efd\u5de5\u4f5c\u8be5\u7528\u54ea\u4e2a\u5de5\u5177"\u3002 Haiku 5.5 \u63d0\u9192\u6211\u4eec\u7684，\u6b63\u662f\u8fd9\u79cd"\u591f\u7528\u5c31\u597d"\u7684\u5de5\u7a0b\u5ba1\u7f8e\u3002<\/p>\n

    \u4e94\u3001\u5c0f\u6a21\u578b\u7ecf\u6d4e\u5b66，\u8fd8\u6709\u591a\u8fdc\u7684\u8def\u53ef\u4ee5\u8d70<\/h3>\n

    \u65e2\u7136\u6211\u4eec\u5df2\u7ecf\u8ba4\u540c"\u5c0f\u6a21\u578b\u7ecf\u6d4e\u5b66"\u662f\u8d8b\u52bf，\u90a3\u5c31\u503c\u5f97\u518d\u591a\u95ee\u4e00\u53e5：\u8fd9\u6761\u8def\u80fd\u8d70\u591a\u8fdc？\u5b83\u6709\u6ca1\u6709\u8fb9\u754c？ \u6211\u8ba4\u4e3a\u65b9\u5411\u8fbd\u9614，\u4f46\u4e5f\u8be5\u6e05\u9192\u5730\u770b\u5230\u4e09\u4e2a\u73b0\u5b9e\u7684\u7ea6\u675f，\u514d\u5f97\u628a"\u591f\u7528\u5c31\u597d"\u8bef\u8bfb\u6210"\u8d8a\u5c0f\u8d8a\u597d"\u3002<\/p>\n

    \u7b2c\u4e00\u4e2a\u7ea6\u675f：\u5c0f\u6a21\u578b\u4e0d\u662f"\u4e07\u80fd\u7684\u66ff\u8eab"，\u5f88\u591a\u91cd\u578b\u4efb\u52a1\u5b83\u4f9d\u7136\u625b\u4e0d\u52a8\u3002 Haiku 5.5 \u5728\u8ba1\u7b97\u673a\u4f7f\u7528\u8fd9\u7c7b"\u7ed3\u6784\u660e\u786e"\u7684\u4efb\u52a1\u4e0a\u5f88\u80fd\u6253，\u4f46\u5bf9\u4e8e\u9700\u8981\u6df1\u5c42\u5206\u6790\u3001\u4e25\u8c28\u8bba\u8bc1\u3001\u957f\u7a0b\u89c4\u5212\u7684\u590d\u6742\u4efb\u52a1，\u628a\u5e0c\u671b\u5bc4\u6258\u5728\u4e00\u4e2a\u5c0f\u6a21\u578b\u4e0a，\u4ecd\u7136\u9760\u4e0d\u4f4f\u3002\u6240\u4ee5"\u591f\u7528\u5c31\u597d"\u8fd9\u53e5\u8bdd，\u524d\u63d0\u662f"\u771f\u7684\u591f\u7528"\u2014\u2014\u5c0f\u6a21\u578b\u7ecf\u6d4e\u5b66\u7684\u6b63\u786e\u8bfb\u6cd5\u662f"\u8ba9\u6bcf\u4e2a\u4efb\u52a1\u90fd\u6d41\u5411\u521a\u597d\u591f\u7528\u7684\u90a3\u4e00\u6863"，\u800c\u4e0d\u662f"\u4e00\u5200\u5207\u5168\u7528\u5c0f\u6a21\u578b"\u3002 \u5b83\u548c"\u5206\u5c42\u8def\u7531"\u662f\u4e00\u4f53\u7684，\u6c38\u8fdc\u79bb\u4e0d\u5f00\u90a3\u4e9b\u91cd\u578b\u5927\u6a21\u578b\u6258\u5e95\u3002<\/p>\n

    \u7b2c\u4e8c\u4e2a\u7ea6\u675f：\u6210\u672c\u8282\u7701\u6709\u4e0a\u9650，\u800c\u4e14\u4f1a\u968f\u7b97\u529b\u4ef7\u683c\u6ce2\u52a8\u3002 Haiku 5.5 \u4fbf\u5b9c 90%，\u4e00\u65b9\u9762\u6765\u81ea\u67b6\u6784，\u53e6\u4e00\u65b9\u9762\u4e5f\u5efa\u7acb\u5728\u5f53\u524d\u7b97\u529b\u5b9a\u4ef7\u4e4b\u4e0a\u3002\u5982\u679c\u672a\u6765\u7b97\u529b\u6210\u672c\/\u4f9b\u7ed9\u53d1\u751f\u53d8\u5316，\u6216\u8005\u6a21\u578b\u5b9a\u4ef7\u7b56\u7565\u8c03\u6574，\u8fd9\u4e2a"\u6027\u4ef7\u6bd4\u7ea2\u5229"\u53ef\u80fd\u4f1a\u7f29\u6c34\u3002\u6240\u4ee5\u522b\u628a"\u5f53\u524d\u7684\u5c0f\u6a21\u578b\u4fbf\u5b9c"\u5f53\u6210\u6c38\u6052\u4e0d\u53d8\u7684\u94c1\u5f8b，\u800c\u8981\u628a\u5b83\u7406\u89e3\u6210"\u5f53\u4e0b\u7b97\u529b\u7ea6\u675f\u4e0b\u7684\u4e00\u4e2a\u5747\u8861\u89e3"，\u968f\u65f6\u51c6\u5907\u6309\u65b0\u6761\u4ef6\u91cd\u65b0\u7b97\u8d26\u3002<\/p>\n

    \u7b2c\u4e09\u4e2a\u7ea6\u675f：\u8282\u7701\u6210\u672c\u4e0d\u8be5\u4ee5"\u727a\u7272\u8d28\u91cf\u4e0e\u5b89\u5168\u515c\u5e95"\u4e3a\u4ee3\u4ef7\u3002 \u524d\u9762\u6211\u4eec\u7528"\u53ef\u8c03\u63a8\u7406\u96be\u5ea6"\u5c55\u793a\u4e86\u5982\u4f55\u5728\u7701\u94b1\u7684\u540c\u65f6\u4fdd\u7559\u5b89\u5168\u515c\u5e95，\u4f46\u8fd9\u9700\u8981\u5de5\u7a0b\u4e0a\u7684\u523b\u610f\u8bbe\u8ba1\u2014\u2014\u5982\u679c\u4f60\u4e3a\u4e86\u6781\u81f4\u7701\u94b1，\u628a\u6240\u6709\u4efb\u52a1\u90fd\u538b\u5230\u6700\u4f4e\u96be\u5ea6，\u53c8\u780d\u6389\u9ad8\u5371\u4efb\u52a1\u7684\u590d\u6838，\u90a3\u7701\u4e0b\u7684\u94b1\u7ec8\u4f1a\u4ee5\u4e8b\u6545\u7684\u5f62\u5f0f\u8fd8\u56de\u53bb\u3002\u5c0f\u6a21\u578b\u7ecf\u6d4e\u5b66\u7684\u524d\u63d0，\u662f"\u8be5\u7701\u7684\u5730\u65b9\u7701\u3001\u8be5\u5b88\u7684\u5730\u65b9\u5b88"\u7684\u5e73\u8861，\u800c\u4e0d\u662f\u5355\u65b9\u9762\u5730\u538b\u7f29\u6210\u672c\u3002<\/p>\n

    \u60f3\u6e05\u695a\u8fd9\u4e09\u4e2a\u7ea6\u675f，\u4f60\u5c31\u80fd\u65e2\u62e5\u62b1"\u5c0f\u6a21\u578b\u7ecf\u6d4e\u5b66"\u7684\u6548\u7387\u7ea2\u5229，\u53c8\u4e0d\u81f3\u4e8e\u5728\u7701\u94b1\u65f6\u628a\u8d28\u91cf\u548c\u5b89\u5168\u4e5f\u4e00\u5e76"\u7701"\u6389\u3002\u8def\u8fd8\u5f88\u957f，\u4f46\u65b9\u5411\u5df2\u7ecf\u6e05\u695a\u3002<\/p>\n

    \u7ed3\u8bed：\u5c0f\u6a21\u578b\u4e0d\u662f"\u59a5\u534f"，\u800c\u662f\u4e00\u79cd\u66f4\u9ad8\u7ea7\u7684\u9009\u62e9<\/h3>\n

    \u5f88\u591a\u4eba\u770b\u5230"\u5c0f\u6a21\u578b + \u4fbf\u5b9c 90%\u201c，\u7b2c\u4e00\u53cd\u5e94\u662f"\u8fd9\u662f\u4e0d\u662f\u80fd\u529b\u4e0d\u591f\u6240\u4ee5\u6253\u6298\u201d\u3002\u4f46 Haiku 5.5 \u7528 72.4% \u7684\u8ba1\u7b97\u673a\u4f7f\u7528\u6210\u529f\u7387\u3001\u53ef\u8c03\u7684\u63a8\u7406\u96be\u5ea6\u3001\u4ee5\u53ca\u6e05\u6670\u7684\u4f01\u4e1a\u9aa8\u5e72\u5b9a\u4f4d\u544a\u8bc9\u6211\u4eec：\u5c0f\u6a21\u578b\u4ece\u6765\u4e0d\u662f"\u5f31\u8005\u7684\u59a5\u534f"，\u800c\u662f\u4e00\u79cd"\u66f4\u61c2\u53d6\u820d\u7684\u6210\u719f\u9009\u62e9"\u3002<\/p>\n

    \u5b83\u662f\u4e0a\u4ebf\u6b21\u91cd\u590d\u7684\u4f01\u4e1a\u8c03\u7528\u91cc，\u90a3\u4e00\u7247\u7247"\u521a\u521a\u591f\u7528\u3001\u7edd\u4e0d\u6d6a\u8d39"\u7684\u7816；\u4e5f\u662f\u90a3\u4e9b\u6602\u8d35\u7684\u5927\u6a21\u578b\u6d41\u6c34\u7ebf\u5468\u56f4，\u4e00\u7fa4\u9ad8\u6548\u3001\u4fbf\u5b9c\u3001\u968f\u53eb\u968f\u5230\u7684"\u5b50\u667a\u80fd\u4f53"\u2014\u2014\u5b83\u4eec\u628a\u9884\u7b97\u7701\u4e0b\u6765，\u8ba9\u771f\u6b63\u9700\u8981\u6700\u5f3a\u667a\u80fd\u7684\u5c11\u6570\u4efb\u52a1，\u7528\u5f97\u8d77 Opus \u7ea7\u522b\u7684\u706b\u529b\u3002<\/p>\n

    \u4ece"\u8d8a\u5927\u8d8a\u597d"\u5230"\u591f\u7528\u5c31\u597d"，\u4ece"\u6bcf\u4e2a\u4efb\u52a1\u90fd\u7528\u6700\u5f3a\u7684"\u5230"\u8ba9\u6bcf\u4e2a\u4efb\u52a1\u90fd\u6d41\u5411\u6700\u5408\u9002\u7684"\u2014\u2014\u8fd9\u4e2a\u8f6c\u5411，\u6b63\u662f AI \u4ece\u5b9e\u9a8c\u5ba4\u8d70\u5411\u751f\u4ea7\u3001\u4ece\u70ab\u6280\u8d70\u5411\u52a1\u5b9e\u7684\u8fc7\u7a0b\u4e2d，\u6700\u503c\u5f97\u5de5\u7a0b\u5e08\u4eec\u8bb0\u4f4f\u7684\u4e00\u8bfe：\u6210\u672c，\u4ece\u6765\u4e0d\u53ea\u662f\u94b1\u7684\u95ee\u9898，\u5b83\u51b3\u5b9a\u4e86\u4f60\u80fd\u628a AI \u89c4\u6a21\u5316\u5730\u7528\u5230\u591a\u6df1\u3001\u591a\u5bbd\u3001\u591a\u4e45\u3002 \u800c Haiku 5.5，\u5c31\u662f\u8fd9\u573a"\u591f\u7528\u5c31\u597d"\u9769\u547d\u91cc，\u6700\u6709\u8bf4\u670d\u529b\u7684\u4e00\u679a\u6ce8\u811a\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

    \u5f15\u8a00：\u5f53\\”\u8d8a\u5927\u8d8a\u597d\\”\u7684\u91cd\u5fc3\u5f00\u59cb\u52a8\u6447
    \n\u8fc7\u53bb\u4e24\u5e74，AI \u5708\u5b50\u7684\u4e3b\u6d41\u53d9\u4e8b\u662f\\”\u66f4\u5927\u3001\u66f4\u5f3a\u3001\u66f4\u8d35\\”\u2014\u2014\u66f4\u5927\u7684\u53c2\u6570\u91cf\u3001\u66f4\u9ad8\u7684\u63a8\u7406\u80fd\u529b\u3001\u66f4\u8d35\u7684\u5355\u6b21\u8c03\u7528\u3002\u4f46 2026 \u5e74 10 \u6708 8 \u65e5，Anthropic \u53d1\u5e03 Claude Haiku 5.5 \u7684\u8fd9\u5219\u6d88\u606f，\u50cf\u662f\u4e00\u8bb0\u6e05\u9192\u7684\u949f\u58f0：\u4e5f\u8bb8\u6211\u4eec\u6b63\u4ece\\”\u8ffd\u6c42\u6781\u81f4\u667a\u80fd\\”\u7684\u72c2\u70ed，\u8f6c\u5411\\”\u8ffd\u6c42\u6070\u5230\u597d\u5904\\”\u7684\u5b9e\u7528\u4e3b\u4e49\u3002
    \nHaiku 5.5 \u662f Haiku \u7cfb\u5217（An<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[11820,50,188],"topic":[],"class_list":["post-114553","post","type-post","status-publish","format-standard","hentry","category-server","tag-atomgit","tag-50","tag-188"],"yoast_head":"\n\u5c0f\u6a21\u578b\u7ecf\u6d4e\u5b66\uff1aClaude Haiku 5.5 \u628a\u6210\u672c\u780d\u6389 90%\uff0c\u5374\u8ba9\u8ba1\u7b97\u673a\u4f7f\u7528\u6210\u529f\u7387\u7ffb\u5230 72.4%\u2014\u2014\u4e00\u573a\u5173\u4e8e\u201c\u591f\u7528\u5c31\u597d\u201c\u7684\u67b6\u6784\u80dc\u5229 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/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.wsisp.com\/helps\/114553.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u5c0f\u6a21\u578b\u7ecf\u6d4e\u5b66\uff1aClaude Haiku 5.5 \u628a\u6210\u672c\u780d\u6389 90%\uff0c\u5374\u8ba9\u8ba1\u7b97\u673a\u4f7f\u7528\u6210\u529f\u7387\u7ffb\u5230 72.4%\u2014\u2014\u4e00\u573a\u5173\u4e8e\u201c\u591f\u7528\u5c31\u597d\u201c\u7684\u67b6\u6784\u80dc\u5229 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"\u5f15\u8a00：\u5f53"\u8d8a\u5927\u8d8a\u597d"\u7684\u91cd\u5fc3\u5f00\u59cb\u52a8\u6447 \u8fc7\u53bb\u4e24\u5e74，AI \u5708\u5b50\u7684\u4e3b\u6d41\u53d9\u4e8b\u662f"\u66f4\u5927\u3001\u66f4\u5f3a\u3001\u66f4\u8d35"\u2014\u2014\u66f4\u5927\u7684\u53c2\u6570\u91cf\u3001\u66f4\u9ad8\u7684\u63a8\u7406\u80fd\u529b\u3001\u66f4\u8d35\u7684\u5355\u6b21\u8c03\u7528\u3002\u4f46 2026 \u5e74 10 \u6708 8 \u65e5，Anthropic \u53d1\u5e03 Claude Haiku 5.5 \u7684\u8fd9\u5219\u6d88\u606f，\u50cf\u662f\u4e00\u8bb0\u6e05\u9192\u7684\u949f\u58f0：\u4e5f\u8bb8\u6211\u4eec\u6b63\u4ece"\u8ffd\u6c42\u6781\u81f4\u667a\u80fd"\u7684\u72c2\u70ed，\u8f6c\u5411"\u8ffd\u6c42\u6070\u5230\u597d\u5904"\u7684\u5b9e\u7528\u4e3b\u4e49\u3002 Haiku 5.5 \u662f Haiku \u7cfb\u5217（An\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.wsisp.com\/helps\/114553.html\" \/>\n<meta property=\"og:site_name\" content=\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"article:published_time\" content=\"2026-10-09T05:57:11+00:00\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/114553.html\",\"url\":\"https:\/\/www.wsisp.com\/helps\/114553.html\",\"name\":\"\u5c0f\u6a21\u578b\u7ecf\u6d4e\u5b66\uff1aClaude Haiku 5.5 \u628a\u6210\u672c\u780d\u6389 90%\uff0c\u5374\u8ba9\u8ba1\u7b97\u673a\u4f7f\u7528\u6210\u529f\u7387\u7ffb\u5230 72.4%\u2014\u2014\u4e00\u573a\u5173\u4e8e\u201c\u591f\u7528\u5c31\u597d\u201c\u7684\u67b6\u6784\u80dc\u5229 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\",\"isPartOf\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#website\"},\"datePublished\":\"2026-10-09T05:57:11+00:00\",\"dateModified\":\"2026-10-09T05:57:11+00:00\",\"author\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41\"},\"breadcrumb\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/114553.html#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.wsisp.com\/helps\/114553.html\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/114553.html#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/www.wsisp.com\/helps\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u5c0f\u6a21\u578b\u7ecf\u6d4e\u5b66\uff1aClaude Haiku 5.5 \u628a\u6210\u672c\u780d\u6389 90%\uff0c\u5374\u8ba9\u8ba1\u7b97\u673a\u4f7f\u7528\u6210\u529f\u7387\u7ffb\u5230 72.4%\u2014\u2014\u4e00\u573a\u5173\u4e8e\u201c\u591f\u7528\u5c31\u597d\u201c\u7684\u67b6\u6784\u80dc\u5229\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#website\",\"url\":\"https:\/\/www.wsisp.com\/helps\/\",\"name\":\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\",\"description\":\"\u9999\u6e2f\u670d\u52a1\u5668_\u9999\u6e2f\u4e91\u670d\u52a1\u5668\u8d44\u8baf_\u670d\u52a1\u5668\u5e2e\u52a9\u6587\u6863_\u670d\u52a1\u5668\u6559\u7a0b\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.wsisp.com\/helps\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41\",\"name\":\"admin\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery\",\"contentUrl\":\"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery\",\"caption\":\"admin\"},\"sameAs\":[\"http:\/\/wp.wsisp.com\"],\"url\":\"https:\/\/www.wsisp.com\/helps\/author\/admin\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u5c0f\u6a21\u578b\u7ecf\u6d4e\u5b66\uff1aClaude Haiku 5.5 \u628a\u6210\u672c\u780d\u6389 90%\uff0c\u5374\u8ba9\u8ba1\u7b97\u673a\u4f7f\u7528\u6210\u529f\u7387\u7ffb\u5230 72.4%\u2014\u2014\u4e00\u573a\u5173\u4e8e\u201c\u591f\u7528\u5c31\u597d\u201c\u7684\u67b6\u6784\u80dc\u5229 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.wsisp.com\/helps\/114553.html","og_locale":"zh_CN","og_type":"article","og_title":"\u5c0f\u6a21\u578b\u7ecf\u6d4e\u5b66\uff1aClaude Haiku 5.5 \u628a\u6210\u672c\u780d\u6389 90%\uff0c\u5374\u8ba9\u8ba1\u7b97\u673a\u4f7f\u7528\u6210\u529f\u7387\u7ffb\u5230 72.4%\u2014\u2014\u4e00\u573a\u5173\u4e8e\u201c\u591f\u7528\u5c31\u597d\u201c\u7684\u67b6\u6784\u80dc\u5229 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","og_description":"\u5f15\u8a00：\u5f53\"\u8d8a\u5927\u8d8a\u597d\"\u7684\u91cd\u5fc3\u5f00\u59cb\u52a8\u6447 \u8fc7\u53bb\u4e24\u5e74，AI \u5708\u5b50\u7684\u4e3b\u6d41\u53d9\u4e8b\u662f\"\u66f4\u5927\u3001\u66f4\u5f3a\u3001\u66f4\u8d35\"\u2014\u2014\u66f4\u5927\u7684\u53c2\u6570\u91cf\u3001\u66f4\u9ad8\u7684\u63a8\u7406\u80fd\u529b\u3001\u66f4\u8d35\u7684\u5355\u6b21\u8c03\u7528\u3002\u4f46 2026 \u5e74 10 \u6708 8 \u65e5，Anthropic \u53d1\u5e03 Claude Haiku 5.5 \u7684\u8fd9\u5219\u6d88\u606f，\u50cf\u662f\u4e00\u8bb0\u6e05\u9192\u7684\u949f\u58f0：\u4e5f\u8bb8\u6211\u4eec\u6b63\u4ece\"\u8ffd\u6c42\u6781\u81f4\u667a\u80fd\"\u7684\u72c2\u70ed，\u8f6c\u5411\"\u8ffd\u6c42\u6070\u5230\u597d\u5904\"\u7684\u5b9e\u7528\u4e3b\u4e49\u3002 Haiku 5.5 \u662f Haiku \u7cfb\u5217（An","og_url":"https:\/\/www.wsisp.com\/helps\/114553.html","og_site_name":"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","article_published_time":"2026-10-09T05:57:11+00:00","author":"admin","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"admin","\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4":"4 \u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.wsisp.com\/helps\/114553.html","url":"https:\/\/www.wsisp.com\/helps\/114553.html","name":"\u5c0f\u6a21\u578b\u7ecf\u6d4e\u5b66\uff1aClaude Haiku 5.5 \u628a\u6210\u672c\u780d\u6389 90%\uff0c\u5374\u8ba9\u8ba1\u7b97\u673a\u4f7f\u7528\u6210\u529f\u7387\u7ffb\u5230 72.4%\u2014\u2014\u4e00\u573a\u5173\u4e8e\u201c\u591f\u7528\u5c31\u597d\u201c\u7684\u67b6\u6784\u80dc\u5229 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","isPartOf":{"@id":"https:\/\/www.wsisp.com\/helps\/#website"},"datePublished":"2026-10-09T05:57:11+00:00","dateModified":"2026-10-09T05:57:11+00:00","author":{"@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41"},"breadcrumb":{"@id":"https:\/\/www.wsisp.com\/helps\/114553.html#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.wsisp.com\/helps\/114553.html"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.wsisp.com\/helps\/114553.html#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/www.wsisp.com\/helps"},{"@type":"ListItem","position":2,"name":"\u5c0f\u6a21\u578b\u7ecf\u6d4e\u5b66\uff1aClaude Haiku 5.5 \u628a\u6210\u672c\u780d\u6389 90%\uff0c\u5374\u8ba9\u8ba1\u7b97\u673a\u4f7f\u7528\u6210\u529f\u7387\u7ffb\u5230 72.4%\u2014\u2014\u4e00\u573a\u5173\u4e8e\u201c\u591f\u7528\u5c31\u597d\u201c\u7684\u67b6\u6784\u80dc\u5229"}]},{"@type":"WebSite","@id":"https:\/\/www.wsisp.com\/helps\/#website","url":"https:\/\/www.wsisp.com\/helps\/","name":"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","description":"\u9999\u6e2f\u670d\u52a1\u5668_\u9999\u6e2f\u4e91\u670d\u52a1\u5668\u8d44\u8baf_\u670d\u52a1\u5668\u5e2e\u52a9\u6587\u6863_\u670d\u52a1\u5668\u6559\u7a0b","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.wsisp.com\/helps\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41","name":"admin","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/image\/","url":"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery","contentUrl":"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery","caption":"admin"},"sameAs":["http:\/\/wp.wsisp.com"],"url":"https:\/\/www.wsisp.com\/helps\/author\/admin"}]}},"_links":{"self":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts\/114553","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/comments?post=114553"}],"version-history":[{"count":0,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts\/114553\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/media?parent=114553"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/categories?post=114553"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/tags?post=114553"},{"taxonomy":"topic","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/topic?post=114553"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}