{"id":83753,"date":"2026-07-26T03:32:38","date_gmt":"2026-07-25T19:32:38","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/83753.html"},"modified":"2026-07-26T03:32:38","modified_gmt":"2026-07-25T19:32:38","slug":"opus-5-%e5%85%ab%e8%83%9c%e4%b8%89%e8%b4%9f%ef%bc%9aclaude-fable-5-%e8%af%a5%e4%b8%8d%e8%af%a5%e6%8d%a2%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/83753.html","title":{"rendered":"Opus 5 \u516b\u80dc\u4e09\u8d1f\uff1aClaude Fable 5 \u8be5\u4e0d\u8be5\u6362\uff1f"},"content":{"rendered":"<p>\u4f60\u624b\u4e0a\u6709 Claude Fable 5 \u7684 API Key&#xff0c;\u6b63\u5728\u8bc4\u4f30\u8981\u4e0d\u8981\u5207\u5230 Claude Opus 5\u300211 \u4e2a\u6838\u5fc3 benchmark&#xff0c;Opus 5 \u8d62\u4e86 8 \u4e2a\u8f93\u4e86 3 \u4e2a\u2014\u2014\u4f46\u8f93\u7684\u90a3 3 \u4e2a&#xff0c;\u6070\u6070\u662f\u6700\u4e0d\u80fd\u5ffd\u7565\u7684\u90a3\u51e0\u4e2a\u573a\u666f\u3002<\/p>\n<h3>\u61d2\u4eba\u7248\u7ed3\u8bba<\/h3>\n<table>\n<tr>\u51b3\u7b56\u7ef4\u5ea6Opus 5Fable 5\u80dc\u8005<\/tr>\n<tbody>\n<tr>\n<td>\u7efc\u5408\u667a\u80fd (AA Index)<\/td>\n<td>61 (\u699c\u9996)<\/td>\n<td>60<\/td>\n<td>Opus 5<\/td>\n<\/tr>\n<tr>\n<td>Agent \u7f16\u7a0b (Frontier-Bench)<\/td>\n<td>43.3%<\/td>\n<td>33.7%<\/td>\n<td>Opus 5<\/td>\n<\/tr>\n<tr>\n<td>\u521b\u65b0\u89e3\u9898 (ARC-AGI 3)<\/td>\n<td>30.2%<\/td>\n<td>\u672a\u516c\u5e03<\/td>\n<td>Opus 5<\/td>\n<\/tr>\n<tr>\n<td>\u8ba1\u7b97\u673a\u64cd\u4f5c (OSWorld 2.0)<\/td>\n<td>70.6%<\/td>\n<td>66.1%<\/td>\n<td>Opus 5<\/td>\n<\/tr>\n<tr>\n<td>\u77e5\u8bc6\u5de5\u4f5c (GDPval-AA)<\/td>\n<td>1861 Elo<\/td>\n<td>1747 Elo<\/td>\n<td>Opus 5<\/td>\n<\/tr>\n<tr>\n<td>\u4ee3\u7801\u4fee\u590d (DeepSWE v1.1)<\/td>\n<td>68.8%<\/td>\n<td>69.7%<\/td>\n<td>Fable 5<\/td>\n<\/tr>\n<tr>\n<td>\u5e7b\u89c9\u7387 (AA-Omniscience)<\/td>\n<td>50%<\/td>\n<td>\u66f4\u4f4e<\/td>\n<td>Fable 5<\/td>\n<\/tr>\n<tr>\n<td>\u5b89\u5168\u8bc4\u5206 (Misalignment)<\/td>\n<td>2.3 (\u5386\u53f2\u6700\u4f4e)<\/td>\n<td>\u66f4\u9ad8<\/td>\n<td>Opus 5<\/td>\n<\/tr>\n<tr>\n<td>API \u4ef7\u683c (\u6bcfM tokens)<\/td>\n<td>$5 \/ $25<\/td>\n<td>$10 \/ $50<\/td>\n<td>Opus 5<\/td>\n<\/tr>\n<tr>\n<td>\u5355\u4efb\u52a1\u6210\u672c (AA\u6570\u636e)<\/td>\n<td>$2.03<\/td>\n<td>$2.75<\/td>\n<td>Opus 5<\/td>\n<\/tr>\n<tr>\n<td>\u6570\u636e\u4fdd\u7559\u8981\u6c42<\/td>\n<td>\u65e0<\/td>\n<td>30\u5929<\/td>\n<td>Opus 5<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>30 \u79d2\u7ed3\u8bba&#xff1a;\u9884\u7b97\u654f\u611f\u3001\u8ffd\u6c42\u7f16\u7801\u667a\u80fd\u548c Agent \u80fd\u529b\u7684\u56e2\u961f&#xff0c;Opus 5 \u660e\u663e\u66f4\u4f18&#xff1b;\u5bf9\u5e7b\u89c9\u5bb9\u5fcd\u5ea6\u4f4e\u3001\u505a\u9ad8\u7cbe\u5ea6\u4ee3\u7801\u4fee\u590d\u7684\u573a\u666f&#xff0c;\u9700\u8c28\u614e\u8bc4\u4f30\u3002<\/p>\n<hr \/>\n<h3>Opus 5 \u5230\u5e95\u662f\u4ec0\u4e48\u5b9a\u4f4d<\/h3>\n<p>\u4ece\u5b9a\u4ef7\u7b56\u7565\u5c31\u80fd\u770b\u51fa Anthropic \u7684\u610f\u56fe\u3002Opus 5 \u8f93\u5165 $5\u3001\u8f93\u51fa $25&#xff08;\u6bcf\u767e\u4e07 tokens&#xff09;&#xff0c;\u800c Fable 5 \u662f $10 \/ $50 \u2014\u2014 Opus 5 \u76f4\u63a5\u6253\u4e86\u4e94\u6298\u3002\u5b83\u7684\u5bf9\u624b GPT-5.6 Sol&#xff08;$5 \/ $30&#xff09;\u4e5f\u5728\u540c\u4e00\u6863\u4f4d\u3002<\/p>\n<p>Opus 5 \u8fd8\u6709\u4e2a \u201cFast mode\u201d&#xff1a;$10 \/ $50&#xff0c;\u4ef7\u683c\u7ffb\u500d\u4f46\u901f\u5ea6\u5feb 2.5 \u500d\u3002Anthropic \u628a\u901f\u5ea6\u4e5f\u53d8\u6210\u4e86\u5546\u54c1\u2014\u2014\u4f60\u8981\u5feb&#xff0c;\u5c31\u52a0\u94b1\u3002<\/p>\n<p>pricing <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n    <span class=\"token string\">&#034;Opus 5&#034;<\/span><span class=\"token punctuation\">:<\/span>       <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;input&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token number\">5<\/span><span class=\"token punctuation\">,<\/span>  <span class=\"token string\">&#034;output&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token number\">25<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token string\">&#034;Opus 5 Fast&#034;<\/span><span class=\"token punctuation\">:<\/span>  <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;input&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token number\">10<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;output&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token number\">50<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span>  <span class=\"token comment\"># 2x price, 2.5x speed<\/span><br \/>\n    <span class=\"token string\">&#034;Fable 5&#034;<\/span><span class=\"token punctuation\">:<\/span>      <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;input&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token number\">10<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;output&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token number\">50<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token string\">&#034;GPT-5.6 Sol&#034;<\/span><span class=\"token punctuation\">:<\/span>  <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;input&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token number\">5<\/span><span class=\"token punctuation\">,<\/span>  <span class=\"token string\">&#034;output&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token number\">30<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<p>\u5728 AA Intelligence Index \u4e0a&#xff0c;Opus 5 \u62ff\u4e0b\u4e86 61 \u5206&#xff08;\u6392\u540d\u7b2c\u4e00&#xff09;&#xff0c;\u6bd4 Fable 5&#xff08;60 \u5206&#xff09;\u9ad8\u51fa 1 \u5206&#xff0c;\u4e5f\u6bd4 GPT-5.6 Sol&#xff08;59 \u5206&#xff09;\u548c Kimi K3&#xff08;57 \u5206&#xff09;\u9886\u5148\u3002\u699c\u5355\u5934\u90e8\u7684 1 \u5206\u5dee\u8ddd\u610f\u5473\u7740\u80fd\u529b\u8d28\u53d8\u3002<\/p>\n<p>\u6240\u4ee5\u5462&#xff1a;\u5982\u679c\u4f60\u7684\u56e2\u961f\u5bf9 API \u8d26\u5355\u654f\u611f&#xff0c;Opus 5 \u662f\u5f53\u524d\u6309 AA Index \u8bc4\u5206\u8ba1\u7b97\u667a\u80fd\u2014\u4ef7\u683c\u6bd4\u6700\u4f18\u7684\u9009\u62e9\u4e4b\u4e00\u3002Fable 5 \u7684\u4ef7\u683c\u5b8c\u5168\u6ca1\u6709\u7ade\u4e89\u529b\u3002<\/p>\n<hr \/>\n<h3>\u5168\u9762\u5bf9\u6bd4 \u2014 11 \u9879 benchmark \u5168\u666f<\/h3>\n<table>\n<tr>\u57fa\u51c6\u6d4b\u8bd5\u6d4b\u8bd5\u5185\u5bb9Opus 5Fable 5GPT-5.6 Sol<\/tr>\n<tbody>\n<tr>\n<td>AA Intelligence Index<\/td>\n<td>\u7efc\u5408\u667a\u529b<\/td>\n<td>61<\/td>\n<td>60<\/td>\n<td>59<\/td>\n<\/tr>\n<tr>\n<td>Frontier-Bench v0.1<\/td>\n<td>Agent \u7f16\u7a0b<\/td>\n<td>43.3%<\/td>\n<td>33.7%<\/td>\n<td>34.4%<\/td>\n<\/tr>\n<tr>\n<td>ARC-AGI 3<\/td>\n<td>\u521b\u65b0\u95ee\u9898\u6c42\u89e3<\/td>\n<td>30.2%<\/td>\n<td>\u2014<\/td>\n<td>7.8%<\/td>\n<\/tr>\n<tr>\n<td>OSWorld 2.0<\/td>\n<td>\u8ba1\u7b97\u673a\u64cd\u4f5c<\/td>\n<td>70.6%<\/td>\n<td>66.1%<\/td>\n<td>62.6%<\/td>\n<\/tr>\n<tr>\n<td>GDPval-AA v2<\/td>\n<td>\u77e5\u8bc6\u5de5\u4f5c (Elo)<\/td>\n<td>1861<\/td>\n<td>1747<\/td>\n<td>1736<\/td>\n<\/tr>\n<tr>\n<td>AA-Briefcase<\/td>\n<td>\u7efc\u5408\u80fd\u529b (Elo)<\/td>\n<td>1720<\/td>\n<td>1574<\/td>\n<td>\u2014<\/td>\n<\/tr>\n<tr>\n<td>DeepSWE v1.1<\/td>\n<td>\u4ee3\u7801\u4fee\u590d<\/td>\n<td>68.8%<\/td>\n<td>69.7%<\/td>\n<td>72.7%<\/td>\n<\/tr>\n<tr>\n<td>AA-Omniscience<\/td>\n<td>\u5e7b\u89c9\u7387<\/td>\n<td>50%<\/td>\n<td>\u66f4\u4f4e<\/td>\n<td>\u66f4\u4f4e<\/td>\n<\/tr>\n<tr>\n<td>\u5355\u4efb\u52a1\u6210\u672c<\/td>\n<td>\u7ecf\u6d4e\u6027<\/td>\n<td>$2.03<\/td>\n<td>$2.75<\/td>\n<td>$1.04<\/td>\n<\/tr>\n<tr>\n<td>Misalignment<\/td>\n<td>\u5b89\u5168\u6027<\/td>\n<td>2.3<\/td>\n<td>\u66f4\u9ad8<\/td>\n<td>\u2014<\/td>\n<\/tr>\n<tr>\n<td>\u6570\u636e\u4fdd\u7559<\/td>\n<td>\u9690\u79c1<\/td>\n<td>\u65e0\u8981\u6c42<\/td>\n<td>30\u5929<\/td>\n<td>\u2014<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>Opus 5 \u5728 8 \u9879\u4e0a\u9886\u5148&#xff0c;3 \u9879\u4e0a\u843d\u540e\u3002\u4f46\u6838\u5fc3\u95ee\u9898\u662f&#xff1a;\u5b83\u8f93\u5728\u54ea&#xff0c;\u4f60\u6709\u591a\u5728\u610f&#xff1f;<\/p>\n<hr \/>\n<h3>\u54ea\u91cc\u9886\u5148&#xff1a;\u7f16\u7801\u4e0e Agent \u7684\u7edd\u5bf9\u7edf\u6cbb<\/h3>\n<h4>Frontier-Bench v0.1&#xff1a;Agent \u7f16\u7a0b\u78be\u538b<\/h4>\n<p>Opus 5 \u5f97\u5206 43.3%&#xff0c;\u6bd4 Fable 5&#xff08;33.7%&#xff09;\u9ad8\u51fa\u8fd1 10 \u4e2a\u767e\u5206\u70b9&#xff0c;\u6bd4 GPT-5.6 Sol&#xff08;34.4%&#xff09;\u9ad8\u51fa\u8fd1 9 \u4e2a\u767e\u5206\u70b9\u3002\u8fd9\u4e2a\u57fa\u51c6\u6d4b\u8bd5\u7684\u662f\u6a21\u578b\u81ea\u4e3b\u7f16\u7a0b\u80fd\u529b\u2014\u2014\u7ed9\u5b9a\u4e00\u4e2a\u590d\u6742\u4efb\u52a1&#xff0c;\u770b\u5b83\u80fd\u5728\u591a\u5927\u7a0b\u5ea6\u4e0a\u72ec\u7acb\u5b8c\u6210\u3002<\/p>\n<p>frontier_bench <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n    <span class=\"token string\">&#034;Opus 5&#034;<\/span><span class=\"token punctuation\">:<\/span>      <span class=\"token number\">43.3<\/span><span class=\"token punctuation\">,<\/span>  <span class=\"token comment\"># &#043;9.6pp vs Fable 5<\/span><br \/>\n    <span class=\"token string\">&#034;GPT-5.6 Sol&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token number\">34.4<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token string\">&#034;Fable 5&#034;<\/span><span class=\"token punctuation\">:<\/span>     <span class=\"token number\">33.7<\/span><span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<p>\u6240\u4ee5\u5462&#xff1a;\u5982\u679c\u4f60\u5728\u505a AI \u8f85\u52a9\u7f16\u7a0b\u6216 Agent \u5de5\u4f5c\u6d41&#xff0c;Fable 5 \u5230 Opus 5 \u7684\u8fc1\u79fb\u662f\u80fd\u529b\u8d28\u53d8\u300210pp \u7684\u5dee\u8ddd\u5728 coding agent \u573a\u666f\u4e0b\u5c31\u662f\u300c\u80fd\u8dd1\u901a\u300d\u548c\u300c\u8dd1\u4e0d\u901a\u300d\u7684\u533a\u522b\u3002<\/p>\n<h4>ARC-AGI 3&#xff1a;\u521b\u65b0\u89e3\u9898\u65ad\u5d16\u5f0f\u9886\u5148<\/h4>\n<p>Opus 5 \u5f97\u5206 30.2%&#xff0c;GPT-5.6 Sol \u4ec5 7.8%\u2014\u2014\u524d\u8005\u662f\u540e\u8005\u7684 3.87 \u500d\u3002\u8fd9\u662f\u6700\u80fd\u533a\u5206\u6a21\u578b&#034;\u771f\u6b63\u667a\u80fd&#034;\u7684\u6d4b\u8bd5\u4e4b\u4e00&#xff0c;\u8981\u6c42\u6a21\u578b\u5904\u7406\u4ece\u672a\u89c1\u8fc7\u7684\u6a21\u5f0f\u8bc6\u522b\u95ee\u9898\u3002Fable 5 \u751a\u81f3\u6ca1\u6709\u516c\u5e03\u5728\u8fd9\u4e2a\u6d4b\u8bd5\u4e0a\u7684\u5206\u6570\u3002<\/p>\n<p>\u6240\u4ee5\u5462&#xff1a;\u5982\u679c\u4f60\u5e38\u9047\u5230&#034;\u6587\u6863\u91cc\u6ca1\u6709\u3001\u8bad\u7ec3\u6570\u636e\u91cc\u4e5f\u6ca1\u6709&#034;\u7684 open-ended \u95ee\u9898&#xff0c;Opus 5 \u662f\u76ee\u524d\u552f\u4e00\u9760\u8c31\u7684\u9009\u62e9\u3002<\/p>\n<h4>OSWorld 2.0 &#043; Safety&#xff1a;\u5168\u9762\u9ad8\u4e8e\u5bf9\u624b<\/h4>\n<p>OSWorld 2.0&#xff08;\u8ba1\u7b97\u673a\u64cd\u4f5c&#xff09;Opus 5 \u5f97 70.6%&#xff0c;\u9886\u5148 Fable 5 \u7684 66.1%&#xff0c;\u4e5f\u9ad8\u4e8e GPT-5.6 Sol \u7684 62.6%\u3002\u8fd9\u662f Computer Use \u573a\u666f\u7684\u5173\u952e\u6d4b\u8bd5\u3002<\/p>\n<p>\u5b89\u5168\u65b9\u9762&#xff0c;Opus 5 \u7684 misalignment \u8bc4\u5206 2.3 \u662f\u53f2\u4e0a\u6700\u4f4e&#xff0c;\u610f\u5473\u7740\u5b83\u66f4\u5c11\u504f\u79bb\u7528\u6237\u610f\u56fe\u3002Classifier \u5e72\u9884\u6bd4 Fable 5 \u51cf\u5c11\u7ea6 85%&#xff0c;\u610f\u5473\u7740\u5408\u7406\u8bf7\u6c42\u88ab\u62d2\u7edd\u7684\u6982\u7387\u5927\u5e45\u964d\u4f4e\u3002\u4e0d\u8fc7\u9700\u6ce8\u610f&#xff0c;Opus 5 \u5728\u7f51\u7edc\u5b89\u5168\u5bf9\u6297\u65b9\u9762\u4ecd\u843d\u540e\u4e8e Mythos 5\u3002\u5728\u9690\u79c1\u65b9\u9762&#xff0c;Opus 5 \u65e0\u6570\u636e\u4fdd\u7559\u8981\u6c42&#xff0c;\u800c Fable 5 \u6709 30 \u5929\u4fdd\u7559\u671f\u2014\u2014\u5bf9\u5408\u89c4\u8981\u6c42\u9ad8\u7684\u56e2\u961f\u8fd9\u5f88\u5173\u952e\u3002<\/p>\n<p>\u6240\u4ee5\u5462&#xff1a;\u5728\u9700\u8981\u6a21\u578b\u64cd\u4f5c GUI\u3001\u6d4f\u89c8\u5668\u6216\u6267\u884c\u590d\u6742\u5de5\u4f5c\u6d41\u7684\u573a\u666f&#xff0c;Opus 5 \u66f4\u53ef\u9760\u3002\u9690\u79c1\u65b9\u9762\u4e5f\u6709\u4f18\u52bf\u3002<\/p>\n<hr \/>\n<h3>\u54ea\u91cc\u843d\u540e&#xff1a;\u5e7b\u89c9\u3001\u4ee3\u7801\u4fee\u590d\u4e0e\u6210\u672c<\/h3>\n<h4>AA-Omniscience&#xff1a;50% \u5e7b\u89c9\u7387\u2014\u2014\u6700\u5927\u7684\u9690\u5fe7<\/h4>\n<p>\u8fd9\u662f\u672c\u6587\u6700\u91cd\u8981\u7684\u6570\u636e\u3002\u5728 AA-Omniscience \u57fa\u51c6\u4e0a&#xff0c;Opus 5 \u7684\u5e7b\u89c9\u7387\u9ad8\u8fbe 50%&#xff0c;\u6bd4 Opus 4.8 \u8fd8\u9ad8\u51fa 14 \u4e2a\u767e\u5206\u70b9\u3002\u4e5f\u5c31\u662f\u8bf4&#xff0c;\u5b83\u751f\u6210\u7684\u56de\u7b54\u6709\u4e00\u534a\u5b58\u5728\u4e8b\u5b9e\u6027\u9519\u8bef\u3002Fable 5 \u867d\u7136\u672a\u516c\u5e03\u5177\u4f53\u6570\u5b57&#xff0c;\u4f46\u5df2\u77e5\u66f4\u4f4e\u3002<\/p>\n<p>Model        Hallucination Rate<br \/>\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500<br \/>\nOpus 5            50%     \u2190 \u672c\u6587\u5173\u952e\u53d1\u73b0<br \/>\nOpus 4.8          36%     \u2190 \u4e0a\u4e00\u4ee3\u53cd\u800c\u66f4\u597d<br \/>\nFable 5            ?      (\u672a\u516c\u5e03\u4f46\u5df2\u77e5\u66f4\u4f4e)<\/p>\n<p>Opus 5 \u7684\u667a\u80fd\u63d0\u5347\u4e86&#xff0c;\u4f46\u5e7b\u89c9\u95ee\u9898\u663e\u8457\u6076\u5316\u3002\u8fd9\u662f\u6027\u80fd\u63d0\u5347\u7684\u5178\u578b\u526f\u4f5c\u7528\u2014\u2014\u66f4\u5f3a\u7684\u751f\u6210\u80fd\u529b\u610f\u5473\u7740\u6a21\u578b\u66f4&#034;\u81ea\u4fe1&#034;\u5730\u72af\u9519\u3002<\/p>\n<p>\u6240\u4ee5\u5462&#xff1a;\u5982\u679c\u4f60\u505a\u7684\u662f\u4e8b\u5b9e\u6838\u67e5\u3001\u6587\u6863\u751f\u6210\u6216\u4efb\u4f55\u5bf9\u51c6\u786e\u6027\u8981\u6c42\u4e25\u683c\u7684\u573a\u666f&#xff0c;\u5fc5\u987b\u5728 Opus 5 \u8f93\u51fa\u540e\u52a0\u4e00\u5c42\u4e8b\u5b9e\u6821\u9a8c&#xff08;RAG \u6216\u4eba\u5de5\u5ba1\u6838&#xff09;\u3002\u4e0d\u8981\u76f2\u76ee\u4fe1\u4efb\u3002<\/p>\n<h4>DeepSWE v1.1&#xff1a;\u4ee3\u7801\u4fee\u590d\u6392\u540d\u7b2c\u4e09<\/h4>\n<p>Opus 5 \u5728 DeepSWE v1.1 \u4e0a\u5f97\u5206 68.8%&#xff0c;\u4e0d\u4ec5\u843d\u540e\u4e8e GPT-5.6 Sol&#xff08;72.7%&#xff09;&#xff0c;\u4e5f\u843d\u540e\u4e8e Fable 5&#xff08;69.7%&#xff09;\u3002DeepSWE \u548c Frontier-Bench \u4e0d\u540c&#xff0c;\u5b83\u6d4b\u8bd5\u7684\u662f\u6a21\u578b\u4fee\u590d\u590d\u6742\u4ee3\u7801\u4ed3\u5e93\u4e2d\u771f\u5b9e bug \u7684\u80fd\u529b\u2014\u2014\u66f4\u63a5\u8fd1\u5b9e\u9645\u5f00\u53d1\u7684\u573a\u666f\u3002<\/p>\n<p>\u6240\u4ee5\u5462&#xff1a;\u5982\u679c\u4f60\u7684\u4e3b\u8981\u573a\u666f\u662f\u9605\u8bfb\u548c\u4fee\u6539\u5df2\u6709\u4ee3\u7801&#xff0c;Fable 5 \u751a\u81f3 GPT-5.6 Sol \u53ef\u80fd\u6bd4 Opus 5 \u66f4\u5408\u9002\u3002\u4e0d\u8981\u88ab Frontier-Bench \u7684\u5149\u9c9c\u6570\u636e\u8499\u853d\u3002<\/p>\n<h4>\u5355\u4efb\u52a1\u6210\u672c&#xff1a;GPT-5.6 Sol \u66f4\u7ecf\u6d4e<\/h4>\n<p>\u4ece AA \u6570\u636e\u770b&#xff0c;Opus 5 \u6bcf\u4efb\u52a1 $2.03&#xff0c;Fable 5 $2.75&#xff0c;\u4f46 GPT-5.6 Sol \u4ec5 $1.04\u2014\u2014\u51e0\u4e4e\u53ea\u6709 Opus 5 \u7684\u4e00\u534a\u3002\u4f60\u7684\u4e3b\u573a\u666f\u5982\u679c\u5728 Sol \u7684\u80fd\u529b\u8303\u56f4\u5185&#xff0c;\u6210\u672c\u4f18\u52bf\u975e\u5e38\u660e\u663e\u3002<\/p>\n<p>Cost per task (AA benchmark):<br \/>\n  Opus 5      $2.03<br \/>\n  Fable 5     $2.75<br \/>\n  GPT-5.6 Sol $1.04  \u2190 \u6700\u7ecf\u6d4e<\/p>\n<p>\u6240\u4ee5\u5462&#xff1a;\u505a\u6210\u672c\u2014\u6548\u76ca\u5206\u6790\u65f6&#xff0c;\u4e0d\u80fd\u53ea\u770b API \u5355\u4ef7\u3002\u5355\u4efb\u52a1\u6210\u672c\u53cd\u6620\u4e86\u5b9e\u9645\u652f\u51fa\u2014\u2014Opus 5 \u6bd4 Fable 5 \u7701\u94b1&#xff0c;\u4f46 GPT-5.6 Sol \u662f\u6210\u672c\u6700\u4f18\u89e3\u3002<\/p>\n<hr \/>\n<h3>\u6240\u4ee5\u5f00\u53d1\u8005\u8be5\u600e\u4e48\u9009<\/h3>\n<h4>\u9009 Opus 5 \u7684\u573a\u666f<\/h4>\n<ul>\n<li>\u4f60\u9700\u8981\u9876\u7ea7 Agent \u7f16\u7a0b\u80fd\u529b&#xff08;Frontier-Bench 43.3%&#xff09;<\/li>\n<li>\u4f60\u5904\u7406\u7684\u662f\u5f00\u653e\u6027\u95ee\u9898\u3001\u65b0\u9896\u95ee\u9898&#xff08;ARC-AGI \u9886\u5148\u8fd1 4 \u500d&#xff09;<\/li>\n<li>\u4f60\u9700\u8981\u4f4e\u6210\u672c\u89e3\u51b3\u5927\u91cf\u4efb\u52a1&#xff08;\u6bd4 Fable 5 \u4fbf\u5b9c\u7ea6 26%&#xff09;<\/li>\n<li>\u4f60\u8981\u6c42\u9ad8\u5b89\u5168\u6027\u548c\u4f4e\u9690\u79c1\u98ce\u9669<\/li>\n<\/ul>\n<h4>\u4e0d\u9009 Opus 5 \u7684\u573a\u666f<\/h4>\n<ul>\n<li>\u5bf9\u5e7b\u89c9\u96f6\u5bb9\u5fcd\u2014\u201450% \u5e7b\u89c9\u7387\u662f\u786c\u4f24<\/li>\n<li>\u6838\u5fc3\u5de5\u4f5c\u662f\u4fee\u590d\u5df2\u6709\u4ee3\u7801\u2014\u2014DeepSWE \u4e0a\u6392\u7b2c\u4e09<\/li>\n<li>\u5df2\u7ecf\u5728 GPT-5.6 Sol \u751f\u6001\u4e14\u80fd\u529b\u591f\u7528\u2014\u2014\u6210\u672c\u5dee\u4e00\u500d<\/li>\n<\/ul>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">recommend<\/span><span class=\"token punctuation\">(<\/span>current_model<span class=\"token punctuation\">,<\/span> use_case<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> use_case <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token string\">&#034;agentic_coding&#034;<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> <span class=\"token string\">&#034;Opus 5&#034;<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> use_case <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token string\">&#034;bug_fixing&#034;<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> <span class=\"token string\">&#034;GPT-5.6 Sol&#034;<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> use_case <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token string\">&#034;low_hallucination&#034;<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> <span class=\"token string\">&#034;\u8003\u8651 Fable 5&#034;<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> use_case <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token string\">&#034;cost_first&#034;<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> <span class=\"token string\">&#034;GPT-5.6 Sol&#034;<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> <span class=\"token string\">&#034;Opus 5&#034;<\/span><\/p>\n<hr \/>\n<h3>\u603b\u7ed3<\/h3>\n<p>Opus 5 \u662f\u5f53\u524d\u7efc\u5408\u667a\u80fd\u6700\u5f3a\u7684\u6a21\u578b\u4e4b\u4e00&#xff0c;\u5728\u7f16\u7801\u3001Agent\u3001\u8ba1\u7b97\u673a\u64cd\u4f5c\u548c\u5b89\u5168\u9886\u57df\u5168\u9762\u9886\u5148 Fable 5&#xff0c;\u4e14\u4ef7\u683c\u4fbf\u5b9c\u4e00\u534a\u3002\u4f46 50% \u7684\u5e7b\u89c9\u7387\u548c DeepSWE \u4e0a\u7b2c\u4e09\u540d\u7684\u8868\u73b0\u8bf4\u660e\u5b83\u5e76\u975e\u4e07\u80fd\u3002\u6ca1\u6709\u5b8c\u7f8e\u7684\u6a21\u578b&#xff0c;\u53ea\u6709\u6700\u9002\u5408\u4f60\u573a\u666f\u7684\u9009\u62e9\u3002<\/p>\n<p>\u6570\u636e\u6765\u6e90&#xff1a;Anthropic \u5b98\u65b9\u53d1\u5e03\u3001AA Intelligence Index\u3001Frontier-Bench\u3001ARC-AGI\u3001OSWorld\u3001DeepSWE \u7b49\u516c\u5f00\u57fa\u51c6\u6d4b\u8bd5\u6570\u636e\u3002\u622a\u81f3 2026 \u5e74 7 \u6708\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4f60\u624b\u4e0a\u6709 Claude Fable 5 \u7684 API Key&#xff0c;\u6b63\u5728\u8bc4\u4f30\u8981\u4e0d\u8981\u5207\u5230 Claude Opus 5\u300211 \u4e2a\u6838\u5fc3 benchmark&#xff0c;Opus 5 \u8d62\u4e86 8 \u4e2a\u8f93\u4e86 3 \u4e2a\u2014\u2014\u4f46\u8f93\u7684\u90a3 3 \u4e2a&#xff0c;\u6070\u6070\u662f\u6700\u4e0d\u80fd\u5ffd\u7565\u7684\u90a3\u51e0\u4e2a\u573a\u666f\u3002\u61d2\u4eba\u7248\u7ed3\u8bba\u51b3\u7b56\u7ef4\u5ea6Opus 5Fable 5\u80dc\u8005\u7efc\u5408\u667a\u80fd (AA Index)61 (\u699c\u9996)60Opus 5Agent \u7f16\u7a0b (Frontier-Bench)43.3%33.7%Opus 5\u521b\u65b0\u89e3\u9898 (AR<\/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":[50,323,100],"topic":[],"class_list":["post-83753","post","type-post","status-publish","format-standard","hentry","category-server","tag-50","tag-323","tag-100"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Opus 5 \u516b\u80dc\u4e09\u8d1f\uff1aClaude Fable 5 \u8be5\u4e0d\u8be5\u6362\uff1f - \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\/83753.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Opus 5 \u516b\u80dc\u4e09\u8d1f\uff1aClaude Fable 5 \u8be5\u4e0d\u8be5\u6362\uff1f - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"\u4f60\u624b\u4e0a\u6709 Claude Fable 5 \u7684 API Key&#xff0c;\u6b63\u5728\u8bc4\u4f30\u8981\u4e0d\u8981\u5207\u5230 Claude Opus 5\u300211 \u4e2a\u6838\u5fc3 benchmark&#xff0c;Opus 5 \u8d62\u4e86 8 \u4e2a\u8f93\u4e86 3 \u4e2a\u2014\u2014\u4f46\u8f93\u7684\u90a3 3 \u4e2a&#xff0c;\u6070\u6070\u662f\u6700\u4e0d\u80fd\u5ffd\u7565\u7684\u90a3\u51e0\u4e2a\u573a\u666f\u3002\u61d2\u4eba\u7248\u7ed3\u8bba\u51b3\u7b56\u7ef4\u5ea6Opus 5Fable 5\u80dc\u8005\u7efc\u5408\u667a\u80fd (AA Index)61 (\u699c\u9996)60Opus 5Agent \u7f16\u7a0b (Frontier-Bench)43.3%33.7%Opus 5\u521b\u65b0\u89e3\u9898 (AR\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.wsisp.com\/helps\/83753.html\" \/>\n<meta property=\"og:site_name\" content=\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"article:published_time\" content=\"2026-07-25T19:32:38+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=\"2 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/83753.html\",\"url\":\"https:\/\/www.wsisp.com\/helps\/83753.html\",\"name\":\"Opus 5 \u516b\u80dc\u4e09\u8d1f\uff1aClaude Fable 5 \u8be5\u4e0d\u8be5\u6362\uff1f - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\",\"isPartOf\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#website\"},\"datePublished\":\"2026-07-25T19:32:38+00:00\",\"dateModified\":\"2026-07-25T19:32:38+00:00\",\"author\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41\"},\"breadcrumb\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/83753.html#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.wsisp.com\/helps\/83753.html\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/83753.html#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/www.wsisp.com\/helps\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Opus 5 \u516b\u80dc\u4e09\u8d1f\uff1aClaude Fable 5 \u8be5\u4e0d\u8be5\u6362\uff1f\"}]},{\"@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":"Opus 5 \u516b\u80dc\u4e09\u8d1f\uff1aClaude Fable 5 \u8be5\u4e0d\u8be5\u6362\uff1f - \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\/83753.html","og_locale":"zh_CN","og_type":"article","og_title":"Opus 5 \u516b\u80dc\u4e09\u8d1f\uff1aClaude Fable 5 \u8be5\u4e0d\u8be5\u6362\uff1f - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","og_description":"\u4f60\u624b\u4e0a\u6709 Claude Fable 5 \u7684 API Key&#xff0c;\u6b63\u5728\u8bc4\u4f30\u8981\u4e0d\u8981\u5207\u5230 Claude Opus 5\u300211 \u4e2a\u6838\u5fc3 benchmark&#xff0c;Opus 5 \u8d62\u4e86 8 \u4e2a\u8f93\u4e86 3 \u4e2a\u2014\u2014\u4f46\u8f93\u7684\u90a3 3 \u4e2a&#xff0c;\u6070\u6070\u662f\u6700\u4e0d\u80fd\u5ffd\u7565\u7684\u90a3\u51e0\u4e2a\u573a\u666f\u3002\u61d2\u4eba\u7248\u7ed3\u8bba\u51b3\u7b56\u7ef4\u5ea6Opus 5Fable 5\u80dc\u8005\u7efc\u5408\u667a\u80fd (AA Index)61 (\u699c\u9996)60Opus 5Agent \u7f16\u7a0b (Frontier-Bench)43.3%33.7%Opus 5\u521b\u65b0\u89e3\u9898 (AR","og_url":"https:\/\/www.wsisp.com\/helps\/83753.html","og_site_name":"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","article_published_time":"2026-07-25T19:32:38+00:00","author":"admin","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"admin","\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4":"2 \u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.wsisp.com\/helps\/83753.html","url":"https:\/\/www.wsisp.com\/helps\/83753.html","name":"Opus 5 \u516b\u80dc\u4e09\u8d1f\uff1aClaude Fable 5 \u8be5\u4e0d\u8be5\u6362\uff1f - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","isPartOf":{"@id":"https:\/\/www.wsisp.com\/helps\/#website"},"datePublished":"2026-07-25T19:32:38+00:00","dateModified":"2026-07-25T19:32:38+00:00","author":{"@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41"},"breadcrumb":{"@id":"https:\/\/www.wsisp.com\/helps\/83753.html#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.wsisp.com\/helps\/83753.html"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.wsisp.com\/helps\/83753.html#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/www.wsisp.com\/helps"},{"@type":"ListItem","position":2,"name":"Opus 5 \u516b\u80dc\u4e09\u8d1f\uff1aClaude Fable 5 \u8be5\u4e0d\u8be5\u6362\uff1f"}]},{"@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\/83753","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=83753"}],"version-history":[{"count":0,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts\/83753\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/media?parent=83753"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/categories?post=83753"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/tags?post=83753"},{"taxonomy":"topic","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/topic?post=83753"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}