{"id":122388,"date":"2026-11-04T20:49:46","date_gmt":"2026-11-04T12:49:46","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/122388.html"},"modified":"2026-11-04T20:49:46","modified_gmt":"2026-11-04T12:49:46","slug":"%e5%8f%88%e4%b8%80%e5%9b%bd%e4%ba%a7%e6%a8%a1%e5%9e%8b%e5%bc%80%e6%ba%90%ef%bc%8c%e8%b7%bb%e8%ba%ab%e4%b8%96%e7%95%8c%e7%ac%ac%e4%b8%80%e6%a2%af%e9%98%9f","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/122388.html","title":{"rendered":"\u53c8\u4e00\u56fd\u4ea7\u6a21\u578b\u5f00\u6e90\uff0c\u8dfb\u8eab\u4e16\u754c\u7b2c\u4e00\u68af\u961f"},"content":{"rendered":"<p>        \/* MD \/ \u5bcc\u6587\u672c\u4e2d\u7684 .toc\uff08\u542b\u535a\u5ba2\u56ed\u642c\u5bb6\u7b49\u5d4c\u5957\u7ed3\u6784\uff09\uff1b.toc-box \u5728\u4fa7\u680f\uff0c\u4e0d\u53d7\u5f71\u54cd *\/<br \/>\n        #content_views .toc,<br \/>\n        \/* \u7f16\u8f91\u5668\u5e38\u5728\u76ee\u5f55\u524d\u540e\u63d2\u5165\u7a7a p\uff08:empty \u4ecd\u5360 20px\uff09\uff0c\u4e00\u5e76\u53bb\u6389\u907f\u514d\u9876\u7a7a\u9699 *\/<br \/>\n        #content_views.markdown_views &gt; p:empty:has(+ .toc),<br \/>\n        #content_views.markdown_views &gt; .toc + p:empty,<br \/>\n        \/* \u5bcc\u6587\u672c\u65e7\u7248\u76ee\u5f55\u6807\u8bb0 *\/<br \/>\n        #content_views.htmledit_views #main-toc,<br \/>\n        #content_views.htmledit_views #hr-toc,<br \/>\n        #content_views.htmledit_views p[id*=\\&#8221;-toc\\&#8221;] {<br \/>\n          display: none !important;<br \/>\n        }<br \/>\n        \/* \u76ee\u5f55\u53bb\u6389\u540e\uff0c\u7d27\u8ddf\u7684\u9996\u4e2a\u6807\u9898\u4e0d\u518d\u591a\u51fa\u4e00\u5757\u4e0a\u8fb9\u8ddd *\/<br \/>\n        #content_views.markdown_views &gt; .toc + h1,<br \/>\n        #content_views.markdown_views &gt; .toc + h2,<br \/>\n        #content_views.markdown_views &gt; .toc + h3,<br \/>\n        #content_views.markdown_views &gt; .toc + h4,<br \/>\n        #content_views.markdown_views &gt; 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\u524d\u9762&#xff0c;\u662f\u5f00\u6e90\u6a21\u578b\u7b2c\u4e00\u3002\u8baf\u5154\u79d1\u6280\u7684\u5185\u90e8 IRAB \u8bc4\u6d4b\u91cc&#xff0c;Hy4 \u6bd4 preview \u63d0\u5347 12.03 \u4e2a\u767e\u5206\u70b9\u3002<\/p>\n<p>\u529e\u516c\u4fa7\u987a\u5e26\u505a\u4e86\u4eba\u673a\u53cc\u5199&#xff0c;\u652f\u6301\u7528\u6237\u548c Hy \u5b9e\u65f6\u534f\u4f5c\u7f16\u8f91 Word\u3001Excel\u3001PPT\u3002\u79d1\u7814\u4fa7\u6709\u8986\u76d6 7 \u5927\u5b66\u79d1\u3001123 \u9879\u53ef\u6267\u884c\u4efb\u52a1\u7684 TenureTrail&#xff0c;\u5b98\u65b9\u8bf4\u5728\u6570\u5b66\u6784\u9020\u3001\u7269\u7406\u5efa\u6a21\u3001\u5730\u7403\u73af\u5883\u3001\u7cfb\u7edf\u5de5\u7a0b\u7b49\u65b9\u5411\u4f4d\u5c45\u5f00\u6e90\u6a21\u578b\u7b2c\u4e00&#xff1b;\u8fd8\u6709\u4e00\u4e2a\u6211\u8bfb\u4e86\u4e24\u904d\u7684\u4f8b\u5b50&#xff1a;\u5c0f\u9f20\u80da\u80ce\u4e09\u7ef4\u91cd\u5efa&#xff0c;84 \u5f20\u65e0\u5e8f\u4e8c\u7ef4\u5207\u7247\u3001699 \u4e07\u4e2a\u7ec6\u80de\u3001\u5e26\u955c\u50cf\u7ffb\u8f6c&#xff0c;\u79bb\u7ebf\u3001\u65e0\u4e13\u7528\u914d\u51c6\u5de5\u5177\u3001\u65e0\u7ec6\u80de\u7c7b\u578b\u6807\u6ce8&#xff0c;1.5 \u5c0f\u65f6\u5b8c\u6210\u5bf9\u9f50\u4e0e\u91cd\u5efa&#xff0c;\u5168\u7a0b\u65e0\u4eba\u5e72\u9884\u3002\u53e6\u5916\u5b98\u65b9\u5f00\u6e90\u4e86\u7531 Hy4 \u534f\u540c Hyra 2.0 \u7814\u53d1\u7684\u5355\u7ec6\u80de\u8868\u5f81\u6a21\u578b HyCell \u548c\u7269\u7406\u573a\u6a21\u578b HyPDE\u3002<\/p>\n<p>\u957f\u671f\u4e2a\u4eba\u52a9\u7406\u8fd9\u5757\u9760 WorkBuddy \u7684\u4f01\u4e1a\u5fae\u4fe1\u5957\u4ef6&#xff0c;\u628a\u804a\u5929\u8bb0\u5f55\u3001\u90ae\u4ef6\u3001\u6587\u6863\u3001\u65e5\u7a0b\u3001\u4f1a\u8bae\u8fde\u8fdb\u4e0a\u4e0b\u6587&#xff0c;\u7528\u6765\u68b3\u7406\u591a\u9879\u76ee\u8fdb\u5c55\u548c\u5f85\u529e\u4f18\u5148\u7ea7\u3002<\/p>\n<hr \/>\n<h3>\u4e09\u3001\u300c\u8dfb\u8eab\u7b2c\u4e00\u68af\u961f\u300d&#xff0c;\u5177\u4f53\u5728\u54ea\u4e00\u6863<\/h3>\n<p>\u5b98\u65b9\u7ed9\u4e86\u4e24\u5f20\u56fe&#xff1a;\u4e00\u5f20\u662f 12 \u7ec4 benchmark \u67f1\u72b6\u56fe&#xff0c;\u4e00\u5f20\u662f\u5b8c\u6574\u7684\u6a21\u578b\u5f97\u5206\u8868\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/11\/20261104124940-6aeb29e47ca4c.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u56fe 4&#xff1a;\u5b98\u65b9 Blog \u7684 12 \u7ec4\u8bc4\u6d4b\u67f1\u72b6\u56fe&#xff0c;\u84dd\u8272\u662f Hy4\u3002\u6db5\u76d6 ProgramBench\u3001FrontierCode 2.0\u3001Terminal Bench 4.0\u3001Agents\u2019 Last Exam v1.1\u3001OSWorld 2.1\u3001TenureTrail \u7b49<\/p>\n<p>\u6211\u4ece\u9644\u5f55\u8868\u91cc\u6311\u4e86 6 \u9879 preview \u548c\u6b63\u5f0f\u7248\u90fd\u6709\u660e\u786e\u6570\u503c\u7684&#xff0c;\u753b\u6210\u5bf9\u6bd4\u6761\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/11\/20261104124940-6aeb29e4e89ba.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u56fe 5&#xff1a;\u53d6\u81ea\u5b98\u65b9 Blog \u9644\u5f55\u300c\u6a21\u578b\u5f97\u5206\u300d\u8868\u7684 Hy4 preview \u5217\u4e0e Hy4 \u5217&#xff0c;\u7070\u8272\u662f preview&#xff0c;\u84dd\u8272\u662f\u6b63\u5f0f\u7248<br \/>\n<img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/11\/20261104124941-6aeb29e5a5faf.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u56fe 6&#xff1a;\u5b98\u65b9\u9644\u5f55\u6a21\u578b\u5f97\u5206\u8868&#xff0c;\u5bf9\u6bd4\u4e86 Hy4 preview\u3001Hy4\u3001GLM-5.3\u3001DeepSeek-V4.1-Flash-1017\u3001Kimi K3.1 Pro\u3001GPT 6.1 Sol\u3001Claude Opus 5.5<\/p>\n<p>\u8bfb\u8fd9\u5f20\u8868\u6709\u4e24\u4e2a\u5751\u3002\u8868\u4e0b\u6ce8\u91ca\u5199\u660e&#xff0c;\u5e26\u661f\u53f7\u7684 benchmark \u53ea\u5728\u6a21\u578b\u9996\u6b21\u53d1\u5e03\u65f6\u8bc4\u6d4b\u8fc7&#xff1b;\u90e8\u5206\u9879\u76ee\u7ed9\u4e86\u659c\u6760\u5206\u9694\u7684\u4e24\u4e2a\u6570&#xff0c;\u5bf9\u5e94\u4e0d\u540c\u6d4b\u8bd5\u914d\u7f6e&#xff08;\u6bd4\u5982 xhigh \u548c\u642d\u914d Claude Code \u7684 xhigh&#xff09;\u3002\u6240\u4ee5\u56fe 4 \u7684\u67f1\u72b6\u56fe\u6570\u503c\u548c\u56fe 6 \u8868\u683c\u91cc\u7684\u6570\u503c\u6709\u65f6\u5bf9\u4e0d\u4e0a&#xff0c;\u4e0d\u662f\u8c01\u6284\u9519\u4e86&#xff0c;\u662f\u914d\u7f6e\u4e0d\u540c\u3002\u522b\u628a\u4e24\u7ec4\u6570\u76f4\u63a5\u62ff\u53bb\u7b97\u589e\u5e45\u3002<\/p>\n<p>\u81f3\u4e8e\u300c\u7b2c\u4e00\u68af\u961f\u300d\u8fd9\u56db\u4e2a\u5b57\u7684\u8fb9\u754c&#xff0c;\u7b2c\u4e00\u8d22\u7ecf\u7684\u5224\u65ad\u8bf4\u5f97\u6bd4\u8f83\u514b\u5236&#xff1a;\u5728 ProgramBench\u3001FrontierCode 2.0\u3001Agents\u2019 Last Exam v1.1 \u7b49\u591a\u9879\u57fa\u51c6\u4e2d&#xff0c;Hy4 \u8d85\u8fc7 DeepSeek-V4.1-Flash-1017&#xff0c;\u90e8\u5206\u4e0e Kimi K3.1 Pro \u63a5\u8fd1&#xff0c;\u90e8\u5206\u8d85\u8fc7 GPT 6.1 Sol&#xff0c;\u4f46\u591a\u6570\u57fa\u51c6\u5206\u6570\u4ecd\u4f4e\u4e8e GPT 6.1 Sol \u548c Claude Opus 5.5\u3002<\/p>\n<p>\u5b98\u65b9\u81ea\u5df1\u5199\u5f97\u66f4\u76f4\u63a5&#xff1a;<\/p>\n<p>\u5c3d\u7ba1 Hy4 \u5df2\u7ecf\u662f\u76ee\u524d\u6700\u5f3a\u7684\u5f00\u6e90\u6a21\u578b\u4e4b\u4e00&#xff0c;\u5176\u4e0e\u9876\u5c16\u95ed\u6e90\u6a21\u578b\u4ecd\u7136\u5b58\u5728\u8f83\u5927\u5dee\u8ddd&#xff0c;\u5c24\u5176\u5728\u6211\u4eec\u5185\u90e8\u6784\u5efa\u7684\u524d\u6cbf\u6570\u5b66\u3001\u957f\u7a0b\u5f00\u53d1\u3001\u6a21\u578b\u8fed\u4ee3\u3001\u89c6\u89c9\u95ee\u7b54\u7b49\u9886\u57df\u7684\u9ad8\u96be\u5ea6\u6d4b\u8bd5\u96c6\u4e0a\u3002<\/p>\n<p>\u6240\u4ee5\u300c\u7b2c\u4e00\u68af\u961f\u300d\u8bf4\u7684\u662f\u5f00\u6e90\u6a21\u578b\u5185\u90e8\u7684\u6392\u4f4d&#xff0c;\u4e0d\u662f\u5168\u6a21\u578b\u6392\u884c\u699c\u7684\u5934\u90e8\u3002\u8fd9\u4e24\u53e5\u8bdd\u5f97\u653e\u4e00\u8d77\u8bfb&#xff0c;\u53ea\u622a\u524d\u534a\u53e5\u5c31\u6210\u4e86\u53e6\u4e00\u7bc7\u6587\u7ae0\u3002<\/p>\n<hr \/>\n<h3>\u56db\u3001\u6bd4\u8dd1\u5206\u66f4\u503c\u5f97\u770b\u7684&#xff0c;\u662f\u90a3\u4e32\u771f\u5b9e\u4efb\u52a1\u6570\u636e<\/h3>\n<p>\u8dd1\u5206\u8868\u770b\u591a\u4e86\u4f1a\u9ebb\u3002\u6211\u66f4\u5728\u610f Blog \u91cc\u53e6\u4e00\u7ec4\u6570\u5b57&#xff0c;\u5b83\u4eec\u6765\u81ea\u4ea7\u54c1\u7ebf\u548c\u5916\u90e8\u5408\u4f5c\u65b9\u7684\u5185\u90e8\u8bc4\u6d4b&#xff0c;\u867d\u7136\u5404\u5bb6\u6d4b\u8bd5\u96c6\u4e0d\u4e00\u6837\u3001\u6a2a\u5411\u6ca1\u6cd5\u76f4\u63a5\u6bd4&#xff0c;\u4f46\u81f3\u5c11\u8bf4\u660e\u6a21\u578b\u88ab\u653e\u8fdb\u4e86\u771f\u5b9e\u94fe\u8def\u91cc\u8dd1\u3002<\/p>\n<p>WorkBuddy \u7684\u7efc\u5408\u8bc4\u6d4b&#xff1a;\u5e73\u5747\u6548\u679c 83.18 \u5206&#xff0c;\u901a\u8fc7\u7387 96.15%&#xff0c;12 \u4e2a\u573a\u666f\u91cc 9 \u4e2a\u4f4d\u5217\u56fd\u5185\u6a21\u578b\u7b2c\u4e00\u3002Manus \u7684\u5185\u90e8\u8bc4\u6d4b\u91cc&#xff0c;\u529e\u516c\u6587\u6863\u751f\u6210\u548c\u7f16\u8f91\u7684\u4efb\u52a1\u5b8c\u6210\u7387\u63a5\u8fd1 97%&#xff0c;\u6307\u4ee4\u9075\u5faa\u7ec6\u5230\u5f15\u7528\u683c\u5f0f\u3001\u6837\u5f0f\u7f16\u53f7\u3001\u9010\u6761\u4fee\u6539\u8bf4\u660e\u3002<\/p>\n<p>\u817e\u8baf\u81ea\u5bb6\u4ea7\u54c1\u7684 Co-Design \u53cd\u9988\u7ed9\u4e86\u4e00\u957f\u4e32&#xff1a;\u5143\u5b9d\u5185\u90e8\u8bc4\u6d4b\u96c6\u4ece 65.25 \u63d0\u5230 72.53&#xff0c;\u591a\u8f6e\u8bb0\u5fc6 &#043;6.67 \u5206\u3001\u5199\u4f5c\u591a\u6837\u6027 &#043;10.89 \u5206&#xff0c;\u591a\u6a21\u6001 Agent \u4efb\u52a1\u5b8c\u6210\u5ea6\u63d0\u5347 36.8%&#xff1b;\u738b\u8005\u8363\u8000 20 \u7c7b\u6e38\u620f\u914d\u7f6e\u573a\u666f\u51c6\u786e\u7387\u4ece 91.74% \u5230 97.28%&#xff0c;Agent \u81ea\u4e3b\u6821\u9a8c\u4fee\u590d\u540e 99.32%&#xff0c;Bug \u6839\u56e0\u5206\u6790\u51c6\u786e\u7387\u4ece 59.5% \u5230 73.8%&#xff0c;\u5de5\u5177\u8c03\u7528\u6df1\u5ea6\u662f preview \u7684 3.7 \u500d\u800c\u8017\u65f6\u548c token \u6ca1\u6709\u660e\u663e\u589e\u957f&#xff1b;QQ \u5c0f Q \u6574\u4f53\u6ee1\u610f\u7387 90.11% \u2192 93.10%&#xff1b;\u5fae\u4fe1\u8bfb\u4e66\u7efc\u5408\u8bc4\u6d4b 82.10 \u2192 87.69&#xff1b;\u817e\u8baf\u65b0\u95fb\u7aef\u5230\u7aef\u7b54\u6848\u8d28\u91cf\u63d0\u5347 36%\u3002<\/p>\n<p>\u5916\u90e8\u91d1\u878d\u4fa7&#xff0c;\u8baf\u5154 IRAB \u7528 101 \u9053\u771f\u5b9e\u6295\u7814\u4efb\u52a1\u7ed9\u51fa 61.63 \u5206&#xff0c;\u6bd4 preview \u9ad8 12.03 \u5206&#xff1b;\u8fdb\u95e8\u7684\u5185\u90e8\u8bc4\u6d4b\u91cc&#xff0c;Hy4 \u662f\u552f\u4e00\u5728\u603b\u5206\u4e0a\u4e0e Claude Opus 5.5 \u5e76\u5217\u7b2c\u4e8c\u7684\u56fd\u4ea7\u6a21\u578b&#xff0c;\u6570\u636e\u67e5\u8be2\u5355\u9879 75.4 \u5206\u6392\u5168\u90e8\u53c2\u6d4b\u6a21\u578b\u7b2c\u4e00&#xff1b;\u8d22\u642d\u5b50\u4e2a\u80a1\u7814\u7a76\u573a\u666f\u5747\u5206 4.27\/5 \u6392\u53c2\u8bc4\u9996\u4f4d\u3002<\/p>\n<p>\u8fd9\u91cc\u6709\u4e00\u5904\u5fc5\u987b\u8bf4\u6e05\u695a\u7684\u53e3\u5f84\u95ee\u9898\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/11\/20261104124942-6aeb29e6288c7.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\n\u56fe 7&#xff1a;\u540c\u4e00\u5929\u51fa\u73b0\u7684\u4e24\u5957\u6570\u5b57\u3002\u672c\u6587\u4e00\u5f8b\u4ee5\u5b98\u65b9 Blog \u4e3a\u4e00\u624b\u6765\u6e90<\/p>\n<p>\u5b98\u65b9 Blog \u5199\u7684\u662f\u300c\u5e7b\u89c9\u7387\u4ece Hy4 preview \u7684 15.76% \u964d\u81f3 5.45%&#xff0c;\u731c\u6d4b\u5bfc\u81f4\u7684\u9519\u8bef\u7387\u4ece 23.1% \u964d\u81f3 5.6%\u300d\u3002\u817e\u8baf\u65b0\u95fb\u3001\u7b2c\u4e00\u8d22\u7ecf\u7b49\u5a92\u4f53\u7a3f\u666e\u904d\u5199\u6210\u300c\u5e7b\u89c9\u7387\u4ece 12.95% \u964d\u81f3 7.2%\u300d&#xff0c;\u731c\u6d4b\u9519\u8bef\u7387\u7684 23.1% \u2192 5.6% \u5012\u662f\u4e00\u81f4\u3002\u4e24\u5957\u5e7b\u89c9\u7387\u6570\u5b57\u53ef\u80fd\u6765\u81ea\u4e0d\u540c\u6d4b\u8bd5\u96c6\u6216\u8005\u53d1\u5e03\u524d\u53e3\u5f84&#xff0c;\u5b98\u65b9\u6ca1\u6709\u89e3\u91ca\u5dee\u5f02\u3002\u6211\u7684\u5904\u7406\u662f\u4e0d\u6df7\u7528\u3001\u4e0d\u53d6\u5e73\u5747&#xff0c;\u6b63\u6587\u53ea\u5f15\u7528\u5b98\u65b9 Blog \u90a3\u4e00\u7ec4\u3002<\/p>\n<p>\u5199\u6280\u672f\u7a3f\u8fd9\u4e9b\u5e74\u6211\u8d8a\u6765\u8d8a\u4e0d\u6562\u987a\u624b\u6284\u4e8c\u624b\u6570\u5b57&#xff0c;\u8fd9\u6b21\u5c31\u662f\u4e2a\u5178\u578b\u4f8b\u5b50&#xff1a;\u540c\u4e00\u573a\u53d1\u5e03\u4f1a&#xff0c;\u540c\u4e00\u4e2a\u6307\u6807&#xff0c;\u4e24\u53e5\u8bdd\u90fd\u80fd\u88ab\u5f53\u6210\u300c\u5b98\u65b9\u6570\u636e\u300d\u8f6c\u51fa\u53bb\u3002<\/p>\n<hr \/>\n<h3>\u4e94\u3001\u4ece\u300c\u770b\u89c1\u300d\u5230\u300c\u52a8\u624b\u300d<\/h3>\n<p>\u89c6\u89c9\u80fd\u529b\u5230\u5e95\u52a0\u5230\u4ec0\u4e48\u7a0b\u5ea6&#xff0c;\u770b Demo \u6bd4\u770b\u63cf\u8ff0\u5feb\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/11\/20261104124942-6aeb29e69cbcc.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\n\u56fe 8&#xff1a;\u5b98\u65b9\u536b\u661f\u56fe\u5b9a\u4f4d Demo\u3002\u63d0\u793a\u8bcd\u662f\u300c\u627e\u5230\u5c4b\u9876\u5199\u6709 KLOOSTERBOER \u7684\u4ed3\u5e93\u53f3\u4e0a\u65b9\u5149\u4f0f\u677f\u533a\u91cc\u6700\u4e1c\u4fa7\u7684\u767d\u8272\u65b9\u5f62\u6784\u4ef6\u300d&#xff0c;\u53f3\u4fa7\u80fd\u770b\u5230\u63a2\u7d22\u76ee\u6807\u3001\u8fc7\u7a0b\u6458\u8981\u3001code_interpreter \u7684 Python 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