{"id":790,"date":"2025-11-24T16:49:12","date_gmt":"2025-11-24T08:49:12","guid":{"rendered":"https:\/\/smartaiunion.com\/?p=790"},"modified":"2025-11-24T16:49:12","modified_gmt":"2025-11-24T08:49:12","slug":"%e4%bd%a0%e4%b8%8d%e5%ae%b9%e9%94%99%e8%bf%87%e7%9a%84-7-%e5%a4%a7%e5%bc%80%e6%ba%90%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e7%bc%96%e7%a0%81%e6%a8%a1%e5%9e%8b","status":"publish","type":"post","link":"https:\/\/smartaiunion.com\/index.php\/2025\/11\/24\/790\/","title":{"rendered":"\u4f60\u4e0d\u5bb9\u9519\u8fc7\u7684 7 \u5927\u5f00\u6e90\u4eba\u5de5\u667a\u80fd\u7f16\u7801\u6a21\u578b"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">\u5f15\u8a00<\/h2>\n\n\n\n<p>\u5982\u4eca\uff0c\u5927\u591a\u6570\u4f7f\u7528\u4eba\u5de5\u667a\u80fd\u7f16\u7801\u52a9\u624b\u7684\u7528\u6237\u90fd\u4f1a\u4f9d\u8d56 Claude Code\u3001GitHub Copilot\u3001Cursor \u7b49\u4e91\u57fa\u5de5\u5177\u3002\u8fd9\u4e9b\u5de5\u5177\u56fa\u7136\u529f\u80fd\u5f3a\u5927\uff0c\u4f46\u5176\u4e2d\u9690\u85cf\u7740\u4e00\u4e2a\u5de8\u5927\u7684\u53d6\u820d\u95ee\u9898\uff1a\u8981\u4f7f\u7528\u8fd9\u4e9b\u5de5\u5177\uff0c\u5c31\u5fc5\u987b\u5c06\u4ee3\u7801\u53d1\u9001\u5230\u7b2c\u4e09\u65b9\u670d\u52a1\u5668\u3002<\/p>\n\n\n\n<p>\u8fd9\u610f\u5473\u7740\uff0c\u5728\u4f60\u83b7\u5f97\u5de5\u5177\u8fd4\u56de\u7684\u7ed3\u679c\u4e4b\u524d\uff0c\u6bcf\u4e00\u4e2a\u51fd\u6570\u3001\u6bcf\u4e00\u4e2a\u5e94\u7528\u7a0b\u5e8f\u63a5\u53e3\u5bc6\u94a5\u3001\u6bcf\u4e00\u9879\u5185\u90e8\u67b6\u6784\u8bbe\u8ba1\u65b9\u6848\uff0c\u90fd\u4f1a\u88ab\u4f20\u8f93\u81f3 Anthropic\u3001OpenAI \u7b49\u670d\u52a1\u63d0\u4f9b\u5546\u624b\u4e2d\u3002\u5373\u4fbf\u8fd9\u4e9b\u5e73\u53f0\u627f\u8bfa\u4fdd\u969c\u9690\u79c1\u5b89\u5168\uff0c\u8bb8\u591a\u56e2\u961f\u4ecd\u65e0\u6cd5\u627f\u62c5\u8fd9\u79cd\u98ce\u9669\u3002\u5c24\u5176\u662f\u5728\u5904\u7406\u4ee5\u4e0b\u5de5\u4f5c\u5185\u5bb9\u65f6\uff0c\u98ce\u9669\u66f4\u4e3a\u7a81\u51fa\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4e13\u6709\u6216\u673a\u5bc6\u4ee3\u7801\u5e93<\/li>\n\n\n\n<li>\u4f01\u4e1a\u5ba2\u6237\u7cfb\u7edf<\/li>\n\n\n\n<li>\u79d1\u7814\u6216\u653f\u5e9c\u76f8\u5173\u5de5\u4f5c\u4efb\u52a1<\/li>\n\n\n\n<li>\u4efb\u4f55\u53d7\u4fdd\u5bc6\u534f\u8bae\uff08NDA\uff09\u7ea6\u675f\u7684\u9879\u76ee<\/li>\n<\/ul>\n\n\n\n<p>\u800c\u672c\u5730\u5f00\u6e90\u7f16\u7801\u6a21\u578b\u7684\u51fa\u73b0\uff0c\u5f7b\u5e95\u6539\u53d8\u4e86\u8fd9\u4e00\u5c40\u9762\u3002<\/p>\n\n\n\n<p>\u5728\u672c\u5730\u8fd0\u884c\u4eba\u5de5\u667a\u80fd\u6a21\u578b\uff0c\u80fd\u8ba9\u4f60\u62e5\u6709\u7edd\u5bf9\u7684\u63a7\u5236\u6743\u3001\u9690\u79c1\u4fdd\u969c\u548c\u5b89\u5168\u9632\u62a4\u3002\u4ee3\u7801\u4e0d\u4f1a\u79bb\u5f00\u4f60\u7684\u8bbe\u5907\uff0c\u4e0d\u5b58\u5728\u5916\u90e8\u65e5\u5fd7\u8bb0\u5f55\uff0c\u66f4\u65e0\u9700\u8f7b\u4fe1\u5e73\u53f0\u7684 \u201c\u53e3\u5934\u627f\u8bfa\u201d\u3002\u6b64\u5916\uff0c\u82e5\u4f60\u5df2\u914d\u5907\u9ad8\u6027\u80fd\u786c\u4ef6\uff0c\u8fd8\u80fd\u8282\u7701\u6570\u5343\u7f8e\u5143\u7684\u63a5\u53e3\u8c03\u7528\u8d39\u7528\u4e0e\u8ba2\u9605\u8d39\u7528\u3002<\/p>\n\n\n\n<p>\u672c\u6587\u5c06\u8be6\u7ec6\u4ecb\u7ecd 7 \u6b3e\u5f00\u6e90\u53ef\u8c03\u6574\u6743\u91cd\u7684\u4eba\u5de5\u667a\u80fd\u7f16\u7801\u6a21\u578b\uff0c\u8fd9\u4e9b\u6a21\u578b\u5728\u5404\u7c7b\u7f16\u7801\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u59cb\u7ec8\u540d\u5217\u524d\u8305\uff0c\u6b63\u8fc5\u901f\u6210\u4e3a\u4e13\u6709\u5de5\u5177\u7684\u53ef\u9760\u66ff\u4ee3\u54c1\u3002<\/p>\n\n\n\n<p>\u82e5\u4f60\u9700\u8981\u5feb\u901f\u4e86\u89e3\u6838\u5fc3\u4fe1\u606f\uff0c\u53ef\u76f4\u63a5\u8df3\u8f6c\u81f3\u6587\u672b\u67e5\u770b\u8fd9 7 \u6b3e\u6a21\u578b\u7684\u5bf9\u6bd4\u603b\u8868\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">1. \u6708\u4e4b\u6697\u9762\u4eba\u5de5\u667a\u80fd &#8211; Kimi-K2-Thinking<\/h2>\n\n\n\n<p>Kimi-K2-Thinking \u662f\u7531\u6708\u4e4b\u6697\u9762\u4eba\u5de5\u667a\u80fd\u7814\u53d1\u7684\u5148\u8fdb\u5f00\u6e90\u63a8\u7406\u6a21\u578b\uff0c\u5176\u5b9a\u4f4d\u662f\u4e00\u6b3e\u5177\u5907\u5de5\u5177\u8c03\u7528\u80fd\u529b\u7684\u667a\u80fd\u4f53\uff0c\u80fd\u591f\u5728\u52a8\u6001\u8c03\u7528\u51fd\u6570\u4e0e\u670d\u52a1\u7684\u8fc7\u7a0b\u4e2d\u9010\u6b65\u63a8\u7406\u3002\u8be5\u6a21\u578b\u53ef\u5728 200 &#8211; 300 \u6b21\u8fde\u7eed\u5de5\u5177\u8c03\u7528\u4e2d\u4fdd\u6301\u7a33\u5b9a\u7684\u957f\u7a0b\u4efb\u52a1\u6267\u884c\u80fd\u529b\uff0c\u76f8\u8f83\u4e8e\u65e9\u671f\u7cfb\u7edf\u4ec5\u80fd\u652f\u6491 30 &#8211; 50 \u6b21\u8c03\u7528\u5c31\u51fa\u73b0\u6027\u80fd\u4e0b\u6ed1\u7684\u60c5\u51b5\uff0c\u5b9e\u73b0\u4e86\u91cd\u5927\u7a81\u7834\u3002\u8fd9\u4e00\u7279\u6027\u4f7f\u5176\u80fd\u591f\u5728\u79d1\u7814\u3001\u7f16\u7801\u548c\u5199\u4f5c\u7b49\u573a\u666f\u4e2d\u81ea\u4e3b\u5b8c\u6210\u5168\u6d41\u7a0b\u5de5\u4f5c\u3002<\/p>\n\n\n\n<p>\u5728\u67b6\u6784\u65b9\u9762\uff0cK2 \u63a8\u7406\u6a21\u578b\u7684\u603b\u53c2\u6570\u89c4\u6a21\u8fbe 1 \u4e07\u4ebf\uff0c\u5176\u4e2d\u6fc0\u6d3b\u53c2\u6570\u4e3a 320 \u4ebf\u3002\u8be5\u6a21\u578b\u5305\u542b 384 \u4e2a\u4e13\u5bb6\u7f51\u7edc\uff08\u6bcf\u4e2a\u4ee4\u724c\u9009\u53d6 8 \u4e2a\u4e13\u5bb6\u7f51\u7edc\uff0c\u542b 1 \u4e2a\u5171\u4eab\u4e13\u5bb6\u7f51\u7edc\uff09\u300161 \u5c42\u7f51\u7edc\u7ed3\u6784\uff08\u542b 1 \u4e2a\u5bc6\u96c6\u5c42\uff09\uff0c\u5e76\u5177\u5907 7168 \u7ef4\u6ce8\u610f\u529b\u7ef4\u5ea6\u4e0e 64 \u4e2a\u6ce8\u610f\u529b\u5934\u3002\u5b83\u91c7\u7528 MLA \u6ce8\u610f\u529b\u673a\u5236\u548c SwiGLU \u6fc0\u6d3b\u51fd\u6570\uff0c\u652f\u6301 25.6 \u4e07\u4e2a\u4ee4\u724c\u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\uff0c\u8bcd\u6c47\u91cf\u8fbe 16 \u4e07\u4e2a\u3002\u4f5c\u4e3a\u539f\u751f INT4 \u6a21\u578b\uff0c\u5b83\u901a\u8fc7\u8bad\u7ec3\u540e\u91cf\u5316\u611f\u77e5\u8bad\u7ec3\uff08QAT\uff09\uff0c\u5728\u4f4e\u5ef6\u8fdf\u6a21\u5f0f\u4e0b\u901f\u5ea6\u63d0\u5347\u7ea6 2 \u500d\uff0c\u540c\u65f6\u964d\u4f4e\u4e86\u56fe\u5f62\u5904\u7406\u5668\u5185\u5b58\u5360\u7528\u91cf\u3002<\/p>\n\n\n\n<p>\u5728\u57fa\u51c6\u6d4b\u8bd5\u4e2d\uff0cK2 \u63a8\u7406\u6a21\u578b\u8868\u73b0\u4eae\u773c\uff0c\u5c24\u5176\u5728\u9700\u8981\u957f\u7a0b\u63a8\u7406\u548c\u5de5\u5177\u8c03\u7528\u7684\u573a\u666f\u4e2d\u4f18\u52bf\u663e\u8457\u3002\u5176\u7f16\u7801\u6027\u80fd\u5747\u8861\uff0c\u5728\u7ecf\u9a8c\u8bc1\u7684\u8f6f\u4ef6\u5de5\u7a0b\u5e08\u57fa\u51c6\u6d4b\u8bd5\uff08SWE &#8211; bench Verified\uff09\u4e2d\u5f97\u5206 71.3\uff0c\u591a\u8bed\u8a00\u8f6f\u4ef6\u5de5\u7a0b\u5e08\u57fa\u51c6\u6d4b\u8bd5\uff08Multi &#8211; SWE\uff09\u4e2d\u5f97\u5206 41.9\uff0c\u79d1\u5b66\u7f16\u7801\u57fa\u51c6\u6d4b\u8bd5\uff08SciCode\uff09\u4e2d\u5f97\u5206 44.8\uff0c\u7ec8\u7aef\u57fa\u51c6\u6d4b\u8bd5\uff08Terminal &#8211; Bench\uff09\u4e2d\u5f97\u5206 47.1\u3002\u800c\u5728 V6 \u7248\u5b9e\u65f6\u7f16\u7801\u57fa\u51c6\u6d4b\u8bd5\uff08LiveCodeBench V6\uff09\u4e2d\uff0c\u8be5\u6a21\u578b\u66f4\u662f\u65a9\u83b7 83.1 \u5206\u7684\u9ad8\u5206\uff0c\u5145\u5206\u5c55\u73b0\u51fa\u5728\u591a\u8bed\u8a00\u7f16\u7801\u548c\u667a\u80fd\u4f53\u5de5\u4f5c\u6d41\u573a\u666f\u4e2d\u7684\u5f3a\u52b2\u5b9e\u529b\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">2. \u8ff7\u4f60 &#8211; max \u4eba\u5de5\u667a\u80fd &#8211; MiniMax &#8211; M2<\/h2>\n\n\n\n<p>MiniMax &#8211; M2 \u91cd\u65b0\u5b9a\u4e49\u4e86\u667a\u80fd\u4f53\u5de5\u4f5c\u6d41\u7684\u8fd0\u884c\u6548\u7387\u3002\u8fd9\u662f\u4e00\u6b3e\u7d27\u51d1\u3001\u5feb\u901f\u4e14\u7ecf\u6d4e\u9ad8\u6548\u7684\u6df7\u5408\u4e13\u5bb6\u6a21\u578b\uff08MoE\uff09\uff0c\u603b\u53c2\u6570\u89c4\u6a21\u4e3a 2300 \u4ebf\uff0c\u800c\u6bcf\u4e2a\u4ee4\u724c\u4ec5\u6fc0\u6d3b 100 \u4ebf\u53c2\u6570\u3002\u901a\u8fc7\u7cbe\u51c6\u8c03\u7528\u76f8\u5173\u6027\u6700\u9ad8\u7684\u4e13\u5bb6\u7f51\u7edc\uff0cMiniMax &#8211; M2 \u5728\u5b9e\u73b0\u4e0e\u5927\u578b\u6a21\u578b\u76f8\u5f53\u7684\u7aef\u5230\u7aef\u5de5\u5177\u8c03\u7528\u6027\u80fd\u7684\u540c\u65f6\uff0c\u5927\u5e45\u964d\u4f4e\u4e86\u5ef6\u8fdf\u3001\u6210\u672c\u548c\u5185\u5b58\u6d88\u8017\uff0c\u975e\u5e38\u9002\u7528\u4e8e\u4ea4\u4e92\u5f0f\u667a\u80fd\u4f53\u548c\u6279\u91cf\u91c7\u6837\u573a\u666f\u3002<\/p>\n\n\n\n<p>\u8be5\u6a21\u578b\u4e13\u4e3a\u9ad8\u7aef\u7f16\u7801\u4efb\u52a1\u548c\u667a\u80fd\u4f53\u4efb\u52a1\u8bbe\u8ba1\uff0c\u5728\u4fdd\u969c\u901a\u7528\u667a\u80fd\u6027\u80fd\u4e0d\u6253\u6298\u6263\u7684\u524d\u63d0\u4e0b\uff0c\u805a\u7126\u4e8e \u201c\u89c4\u5212\u2192\u6267\u884c\u2192\u9a8c\u8bc1\u201d \u7684\u95ed\u73af\u5de5\u4f5c\u6d41\u7a0b\u3002\u5f97\u76ca\u4e8e\u4ec5 100 \u4ebf\u7684\u6fc0\u6d3b\u53c2\u6570\u89c4\u6a21\uff0c\u8fd9\u4e00\u95ed\u73af\u6d41\u7a0b\u80fd\u591f\u59cb\u7ec8\u4fdd\u6301\u9ad8\u6548\u54cd\u5e94\u3002<\/p>\n\n\n\n<p>\u5728\u5b9e\u9645\u7f16\u7801\u548c\u667a\u80fd\u4f53\u57fa\u51c6\u6d4b\u8bd5\u4e2d\uff0cMiniMax &#8211; M2 \u5c55\u73b0\u51fa\u6781\u5f3a\u7684\u5b9e\u7528\u4ef7\u503c\uff1a\u8f6f\u4ef6\u5de5\u7a0b\u5e08\u57fa\u51c6\u6d4b\u8bd5\uff08SWE &#8211; bench\uff09\u5f97\u5206 69.4\uff0c\u591a\u8bed\u8a00\u8f6f\u4ef6\u5de5\u7a0b\u5e08\u57fa\u51c6\u6d4b\u8bd5\uff08Multi &#8211; SWE &#8211; Bench\uff09\u5f97\u5206 36.2\uff0c\u591a\u8bed\u8a00\u8f6f\u4ef6\u5de5\u7a0b\u5e08\u57fa\u51c6\u6d4b\u8bd5\uff08SWE &#8211; bench Multilingual\uff09\u5f97\u5206 56.5\uff0c\u7ec8\u7aef\u57fa\u51c6\u6d4b\u8bd5\uff08Terminal &#8211; Bench\uff09\u5f97\u5206 46.3\uff0c\u5de5\u4ef6\u57fa\u51c6\u6d4b\u8bd5\uff08ArtifactsBench\uff09\u5f97\u5206 66.8\u3002\u5728\u7f51\u9875\u548c\u79d1\u7814\u667a\u80fd\u4f53\u6d4b\u8bd5\u4e2d\uff0c\u5176\u8868\u73b0\u540c\u6837\u51fa\u8272\uff1a\u6d4f\u89c8\u57fa\u51c6\u6d4b\u8bd5\uff08BrowseComp\uff09\u5f97\u5206 44\uff08\u4e2d\u6587\u573a\u666f\u4e0b\u5f97\u5206 48.5\uff09\u3001\u6587\u672c\u7c7b\u76d6\u4e9a\u57fa\u51c6\u6d4b\u8bd5\uff08GAIA\uff09\u5f97\u5206 75.7\u3001\u6df1\u5ea6\u641c\u7d22\u57fa\u51c6\u6d4b\u8bd5\uff08xbench &#8211; DeepSearch\uff09\u5f97\u5206 72\u3001\u03c4\u00b2 \u57fa\u51c6\u6d4b\u8bd5\u5f97\u5206 77.2\u3001\u5de5\u5177\u8f85\u52a9\u4eba\u7c7b\u7ec8\u6781\u6d4b\u8bd5\uff08HLE\uff09\u5f97\u5206 31.8\u3001\u5168\u7403\u91d1\u878d\u641c\u7d22\u57fa\u51c6\u6d4b\u8bd5\uff08FinSearchComp &#8211; global\uff09\u5f97\u5206 65.5\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">3. \u5f00\u653e\u4eba\u5de5\u667a\u80fd &#8211; GPT &#8211; OSS &#8211; 120B<\/h2>\n\n\n\n<p>GPT &#8211; OSS &#8211; 120B \u662f\u4e00\u6b3e\u9762\u5411\u751f\u4ea7\u73af\u5883\u7684\u5f00\u6e90\u6df7\u5408\u4e13\u5bb6\u6a21\u578b\uff0c\u9002\u7528\u4e8e\u901a\u7528\u578b\u9ad8\u96be\u5ea6\u63a8\u7406\u4efb\u52a1\u3002\u8be5\u6a21\u578b\u7ecf\u8fc7\u4f18\u5316\uff0c\u53ef\u5728\u5355\u5757 80GB \u663e\u5b58\u7684\u56fe\u5f62\u5904\u7406\u5668\u4e0a\u8fd0\u884c\uff0c\u603b\u53c2\u6570\u8fbe 1170 \u4ebf\uff0c\u6bcf\u4e2a\u4ee4\u724c\u6fc0\u6d3b 51 \u4ebf\u53c2\u6570\u3002<\/p>\n\n\n\n<p>GPT &#8211; OSS &#8211; 120B \u5177\u5907\u591a\u9879\u6838\u5fc3\u80fd\u529b\uff0c\u5305\u62ec\u53ef\u914d\u7f6e\u7684\u63a8\u7406\u5f3a\u5ea6\u8c03\u8282\uff08\u4f4e\u3001\u4e2d\u3001\u9ad8\u4e09\u4e2a\u7b49\u7ea7\uff09\u3001\u4f9b\u8c03\u8bd5\u4f7f\u7528\u7684\u5b8c\u6574\u601d\u7ef4\u94fe\u67e5\u770b\u529f\u80fd\uff08\u4e0d\u5bf9\u7ec8\u7aef\u7528\u6237\u5f00\u653e\uff09\u3001\u539f\u751f\u652f\u6301\u51fd\u6570\u8c03\u7528\u3001\u7f51\u9875\u6d4f\u89c8\u3001Python \u96c6\u6210\u548c\u7ed3\u6784\u5316\u8f93\u51fa\u7b49\u667a\u80fd\u4f53\u5de5\u5177\uff0c\u540c\u65f6\u8fd8\u63d0\u4f9b\u5168\u9762\u7684\u5fae\u8c03\u652f\u6301\u3002\u6b64\u5916\uff0c\u9488\u5bf9\u5bf9\u5ef6\u8fdf\u8981\u6c42\u8f83\u4f4e\u4e14\u9700\u9002\u914d\u672c\u5730\u6216\u7279\u5b9a\u573a\u666f\u7684\u7528\u6237\uff0c\u8be5\u6a21\u578b\u8fd8\u63a8\u51fa\u4e86\u53c2\u6570\u89c4\u6a21\u66f4\u5c0f\u7684\u914d\u5957\u7248\u672c\u3002<\/p>\n\n\n\n<p>\u5728\u5916\u90e8\u57fa\u51c6\u6d4b\u8bd5\u4e2d\uff0cGPT &#8211; OSS &#8211; 120B \u5728\u4eba\u5de5\u667a\u80fd\u5206\u6790\u667a\u80fd\u6307\u6570\u699c\u5355\u4e2d\u4f4d\u5217\u7b2c\u4e09\u3002\u6839\u636e\u4eba\u5de5\u667a\u80fd\u5206\u6790\u673a\u6784\u5bf9\u5404\u6a21\u578b\u8d28\u91cf\u3001\u8f93\u51fa\u901f\u5ea6\u548c\u5ef6\u8fdf\u7684\u7efc\u5408\u5bf9\u6bd4\uff0c\u8be5\u6a21\u578b\u5728\u540c\u53c2\u6570\u89c4\u6a21\u7684\u6a21\u578b\u4e2d\uff0c\u62e5\u6709\u9876\u5c16\u7684\u6027\u80fd\u548c\u8fd0\u884c\u901f\u5ea6\u3002\u5728\u7f16\u7a0b\u7ade\u8d5b\uff08Codeforces\uff09\u3001\u901a\u7528\u95ee\u9898\u89e3\u51b3\uff08MMLU\u3001HLE\uff09\u548c\u5de5\u5177\u4f7f\u7528\uff08TauBench\uff09\u7b49\u573a\u666f\u4e2d\uff0cGPT &#8211; OSS &#8211; 120B \u7684\u8868\u73b0\u4f18\u4e8e o3 &#8211; mini\uff0c\u4e14\u6301\u5e73\u751a\u81f3\u8d85\u8d8a o4 &#8211; mini\uff1b\u5728\u5065\u5eb7\u8bc4\u4f30\u57fa\u51c6\u6d4b\u8bd5\uff08HealthBench\uff09\u4ee5\u53ca 2024 &#8211; 2025 \u5e74\u7f8e\u56fd\u6570\u5b66\u9080\u8bf7\u8d5b\uff08AIME\uff09\u7b49\u7ade\u8d5b\u6570\u5b66\u573a\u666f\u4e2d\uff0c\u5176\u6027\u80fd\u66f4\u662f\u8d85\u8fc7\u4e86 o4 &#8211; mini\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">4. \u6df1\u5ea6\u6c42\u7d22\u4eba\u5de5\u667a\u80fd &#8211; DeepSeek &#8211; V3.2 &#8211; Exp<\/h2>\n\n\n\n<p>DeepSeek &#8211; V3.2 &#8211; Exp \u662f\u6df1\u5ea6\u6c42\u7d22\u4eba\u5de5\u667a\u80fd\u5728\u65b0\u4e00\u4ee3\u67b6\u6784\u7814\u53d1\u8fc7\u7a0b\u4e2d\u7684\u5b9e\u9a8c\u6027\u8fc7\u6e21\u7248\u672c\u3002\u8be5\u6a21\u578b\u4ee5 V3.1 &#8211; Terminus \u7248\u672c\u4e3a\u57fa\u7840\uff0c\u521b\u65b0\u5f15\u5165\u4e86\u6df1\u5ea6\u6c42\u7d22\u7a00\u758f\u6ce8\u610f\u529b\u673a\u5236\uff08DSA\uff09\u3002\u8fd9\u4e00\u7cbe\u7ec6\u5316\u7684\u7a00\u758f\u6ce8\u610f\u529b\u673a\u5236\uff0c\u65e8\u5728\u63d0\u5347\u957f\u4e0a\u4e0b\u6587\u573a\u666f\u4e0b\u6a21\u578b\u7684\u8bad\u7ec3\u548c\u63a8\u7406\u6548\u7387\u3002<\/p>\n\n\n\n<p>\u8be5\u7248\u672c\u7684\u6838\u5fc3\u7814\u53d1\u76ee\u6807\u662f\u9a8c\u8bc1\u5728\u957f\u5e8f\u5217\u4efb\u52a1\u4e2d\u7684\u6548\u7387\u63d0\u5347\u6548\u679c\uff0c\u540c\u65f6\u786e\u4fdd\u6a21\u578b\u6027\u80fd\u7a33\u5b9a\u3002\u4e3a\u4e86\u7cbe\u51c6\u8bc4\u4f30\u6df1\u5ea6\u6c42\u7d22\u7a00\u758f\u6ce8\u610f\u529b\u673a\u5236\uff08DSA\uff09\u7684\u5b9e\u9645\u5f71\u54cd\uff0c\u7814\u53d1\u56e2\u961f\u7279\u610f\u5c06\u5176\u8bad\u7ec3\u914d\u7f6e\u4e0e V3.1 \u7248\u672c\u4fdd\u6301\u4e00\u81f4\u3002\u6d4b\u8bd5\u7ed3\u679c\u663e\u793a\uff0c\u8be5\u6a21\u578b\u7684\u8f93\u51fa\u8d28\u91cf\u4e0e V3.1 &#8211; Terminus \u7248\u672c\u51e0\u4e4e\u6301\u5e73\u3002<\/p>\n\n\n\n<p>\u5728\u516c\u5f00\u57fa\u51c6\u6d4b\u8bd5\u4e2d\uff0cV3.2 &#8211; Exp \u7248\u672c\u7684\u6574\u4f53\u8868\u73b0\u4e0e V3.1 &#8211; Terminus \u7248\u672c\u76f8\u8fd1\uff0c\u4ec5\u5728\u90e8\u5206\u6d4b\u8bd5\u4e2d\u51fa\u73b0\u5c0f\u5e45\u6ce2\u52a8\uff1a\u5728 MMLU &#8211; Pro \u57fa\u51c6\u6d4b\u8bd5\u4e2d\u5747\u5f97 85.0 \u5206\uff1b\u5728\u5b9e\u65f6\u7f16\u7801\u57fa\u51c6\u6d4b\u8bd5\uff08LiveCodeBench\uff09\u4e2d\u5f97\u5206\u7ea6 74\uff0c\u4e0e\u524d\u4ee3\u57fa\u672c\u6301\u5e73\uff1b\u5728\u901a\u7528 &#8211; purpose \u95ee\u7b54\u57fa\u51c6\u6d4b\u8bd5\uff08GPQA\uff09\u4e2d\u5f97 79.9 \u5206\uff08\u524d\u4ee3 80.7 \u5206\uff09\uff0c\u5728\u4eba\u7c7b\u7ec8\u6781\u6d4b\u8bd5\uff08HLE\uff09\u4e2d\u5f97 19.8 \u5206\uff08\u524d\u4ee3 21.7 \u5206\uff09\u3002\u6b64\u5916\uff0c\u8be5\u7248\u672c\u5728 2025 \u5e74\u7f8e\u56fd\u6570\u5b66\u9080\u8bf7\u8d5b\uff08AIME 2025\uff09\u548c\u7f16\u7a0b\u7ade\u8d5b\uff08Codeforces\uff09\u4e2d\u53d6\u5f97\u4e86\u5c0f\u5e45\u8fdb\u6b65\uff0c\u5206\u522b\u4ece 88.4 \u5206\u63d0\u5347\u81f3 89.3 \u5206\uff0c\u4ece 2046 \u5206\u63d0\u5347\u81f3 2121 \u5206\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">5. \u667a\u8c31\u4eba\u5de5\u667a\u80fd &#8211; GLM &#8211; 4.6<\/h2>\n\n\n\n<p>\u76f8\u8f83\u4e8e GLM &#8211; 4.5 \u7248\u672c\uff0cGLM &#8211; 4.6 \u5c06\u4e0a\u4e0b\u6587\u7a97\u53e3\u4ece 12.8 \u4e07\u4e2a\u4ee4\u724c\u6269\u5c55\u81f3 20 \u4e07\u4e2a\u4ee4\u724c\u3002\u8fd9\u4e00\u5347\u7ea7\u4f7f\u5f97\u6a21\u578b\u80fd\u591f\u5904\u7406\u66f4\u590d\u6742\u7684\u957f\u7a0b\u5de5\u4f5c\u6d41\uff0c\u4e14\u4e0d\u4f1a\u51fa\u73b0\u4fe1\u606f\u4e22\u5931\u7684\u60c5\u51b5\u3002<\/p>\n\n\n\n<p>GLM &#8211; 4.6 \u7684\u7f16\u7801\u6027\u80fd\u4e5f\u5b9e\u73b0\u4e86\u8d28\u7684\u98de\u8dc3\uff0c\u5728\u5404\u7c7b\u7f16\u7801\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u5f97\u5206\u663e\u8457\u63d0\u5347\u3002\u5728 Claude Code\u3001Cline\u3001Roo Code\u3001Kilo Code \u7b49\u5de5\u5177\u7684\u5b9e\u9645\u5e94\u7528\u4e2d\u8868\u73b0\u51fa\u8272\uff0c\u5c24\u5176\u5728\u524d\u7aef\u4ee3\u7801\u751f\u6210\u65b9\u9762\u66f4\u4e3a\u7cbe\u7ec6\u3002<\/p>\n\n\n\n<p>\u6b64\u5916\uff0cGLM &#8211; 4.6 \u65b0\u589e\u4e86\u63a8\u7406\u8fc7\u7a0b\u4e2d\u7684\u5de5\u5177\u8c03\u7528\u9ad8\u7ea7\u63a8\u7406\u80fd\u529b\uff0c\u8fdb\u4e00\u6b65\u63d0\u5347\u4e86\u6574\u4f53\u6027\u80fd\u3002\u8be5\u7248\u672c\u7684\u667a\u80fd\u4f53\u5de5\u5177\u8c03\u7528\u80fd\u529b\u548c\u641c\u7d22\u667a\u80fd\u4f53\u6027\u80fd\u5747\u5f97\u5230\u589e\u5f3a\uff0c\u5e76\u4e14\u4e0e\u667a\u80fd\u4f53\u6846\u67b6\u7684\u878d\u5408\u66f4\u52a0\u7d27\u5bc6\u3002<\/p>\n\n\n\n<p>\u5728\u6db5\u76d6\u667a\u80fd\u4f53\u3001\u63a8\u7406\u548c\u7f16\u7801\u4e09\u5927\u9886\u57df\u7684\u516b\u9879\u516c\u5f00\u57fa\u51c6\u6d4b\u8bd5\u4e2d\uff0cGLM &#8211; 4.6 \u76f8\u8f83\u4e8e GLM &#8211; 4.5 \u6709\u660e\u663e\u63d0\u5347\uff0c\u540c\u65f6\u76f8\u8f83\u4e8e\u6df1\u5ea6\u6c42\u7d22 V3.1 &#8211; Terminus\u3001Claude Sonnet 4 \u7b49\u6a21\u578b\uff0c\u4ecd\u4fdd\u6301\u7740\u7ade\u4e89\u4f18\u52bf\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">6. \u963f\u91cc\u4e91 &#8211; \u901a\u4e49\u5343\u95ee 3 &#8211; 235B &#8211; A22B &#8211; Instruct &#8211; 2507<\/h2>\n\n\n\n<p>Qwen3 &#8211; 235B &#8211; A22B &#8211; Instruct &#8211; 2507 \u662f\u963f\u91cc\u4e91\u65d7\u8230\u6a21\u578b\u7684\u975e\u63a8\u7406\u7248\u672c\uff0c\u4e13\u4e3a\u5b9e\u9645\u5e94\u7528\u573a\u666f\u8bbe\u8ba1\uff0c\u4e0d\u4f1a\u5bf9\u5916\u66b4\u9732\u63a8\u7406\u8fc7\u7a0b\u3002\u8be5\u6a21\u578b\u5728\u901a\u7528\u80fd\u529b\u65b9\u9762\u5b9e\u73b0\u4e86\u5927\u5e45\u5347\u7ea7\uff0c\u6db5\u76d6\u6307\u4ee4\u9075\u5faa\u3001\u903b\u8f91\u63a8\u7406\u3001\u6570\u5b66\u8fd0\u7b97\u3001\u79d1\u5b66\u7814\u7a76\u3001\u4ee3\u7801\u7f16\u5199\u548c\u5de5\u5177\u4f7f\u7528\u7b49\u591a\u4e2a\u9886\u57df\u3002\u540c\u65f6\uff0c\u5b83\u5728\u591a\u8bed\u8a00\u957f\u5c3e\u77e5\u8bc6\u65b9\u9762\u53d6\u5f97\u4e86\u91cd\u5927\u7a81\u7834\uff0c\u5728\u4e3b\u89c2\u5f00\u653e\u5f0f\u4efb\u52a1\u4e2d\uff0c\u5bf9\u7528\u6237\u504f\u597d\u7684\u9002\u914d\u5ea6\u4e5f\u663e\u8457\u63d0\u5347\u3002<\/p>\n\n\n\n<p>\u4f5c\u4e3a\u975e\u63a8\u7406\u6a21\u578b\uff0c\u5176\u6838\u5fc3\u76ee\u6807\u662f\u76f4\u63a5\u751f\u6210\u7cbe\u51c6\u7b54\u6848\uff0c\u800c\u975e\u5c55\u793a\u63a8\u7406\u8fc7\u7a0b\uff0c\u81f4\u529b\u4e8e\u5728\u65e5\u5e38\u5de5\u4f5c\u6d41\u4e2d\u63d0\u4f9b\u5b9e\u7528\u4e14\u9ad8\u8d28\u91cf\u7684\u6587\u672c\u5185\u5bb9\u3002<\/p>\n\n\n\n<p>\u7b2c\u4e09\u65b9\u6d4b\u8bd5\u62a5\u544a\u663e\u793a\uff0c\u5728\u667a\u80fd\u4f53\u3001\u63a8\u7406\u548c\u7f16\u7801\u76f8\u5173\u7684\u516c\u5f00\u8bc4\u4f30\u4e2d\uff0c\u8be5\u6a21\u578b\u76f8\u6bd4\u524d\u4ee3\u7248\u672c\u6709\u660e\u663e\u8fdb\u6b65\uff0c\u5e76\u4e14\u76f8\u8f83\u4e8e Kimi &#8211; K2\u3001DeepSeek &#8211; V3 &#8211; 0324\u3001Claude &#8211; Opus4 &#8211; \u975e\u63a8\u7406\u7248\u7b49\u4e3b\u6d41\u5f00\u6e90\u548c\u4e13\u6709\u6a21\u578b\uff0c\u4ecd\u5177\u5907\u8f83\u5f3a\u7684\u7ade\u4e89\u4f18\u52bf\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">7. \u670d\u52a1\u5f53\u4e0b\u4eba\u5de5\u667a\u80fd &#8211; Apriel &#8211; 1.5 &#8211; 15B &#8211; Thinker<\/h2>\n\n\n\n<p>Apriel &#8211; 1.5 &#8211; 15B &#8211; Thinker \u662f\u670d\u52a1\u5f53\u4e0b\u4eba\u5de5\u667a\u80fd\uff08ServiceNow AI\uff09\u63a8\u51fa\u7684\u963f\u666e\u91cc\u5c14\u5c0f\u578b\u8bed\u8a00\u6a21\u578b\u7cfb\u5217\u4e2d\u7684\u591a\u6a21\u6001\u63a8\u7406\u6a21\u578b\u3002\u8be5\u6a21\u578b\u5728\u539f\u6709\u6587\u672c\u6a21\u578b\u7684\u57fa\u7840\u4e0a\uff0c\u65b0\u589e\u4e86\u56fe\u50cf\u63a8\u7406\u80fd\u529b\u3002\u5176\u8bad\u7ec3\u8fc7\u7a0b\u6781\u5177\u7279\u8272\uff0c\u7ecf\u8fc7\u4e86\u5927\u89c4\u6a21\u7684\u6587\u672c\u548c\u56fe\u50cf\u6301\u7eed\u9884\u8bad\u7ec3\uff0c\u968f\u540e\u4ec5\u8fdb\u884c\u6587\u672c\u76d1\u7763\u5fae\u8c03\uff08SFT\uff09\uff0c\u672a\u5f00\u5c55\u56fe\u50cf\u76d1\u7763\u5fae\u8c03\u6216\u5f3a\u5316\u5b66\u4e60\u3002\u5c3d\u7ba1\u8be5\u6a21\u578b\u53c2\u6570\u89c4\u6a21\u4ec5\u4e3a 150 \u4ebf\uff0c\u53ef\u5728\u5355\u5757\u56fe\u5f62\u5904\u7406\u5668\u4e0a\u8fd0\u884c\uff0c\u4f46\u4e0a\u4e0b\u6587\u7a97\u53e3\u957f\u5ea6\u7ea6\u8fbe 13.1 \u4e07\u4e2a\u4ee4\u724c\u3002\u8be5\u6a21\u578b\u7684\u7814\u53d1\u76ee\u6807\u662f\u5728\u63a8\u7406\u4efb\u52a1\u4e2d\uff0c\u5b9e\u73b0\u4e0e\u53c2\u6570\u89c4\u6a21\u7ea6\u4e3a\u81ea\u8eab\u5341\u500d\u7684\u5927\u578b\u6a21\u578b\u76f8\u5f53\u7684\u6027\u80fd\u548c\u6548\u7387\u3002<\/p>\n\n\n\n<p>\u5728\u516c\u5f00\u57fa\u51c6\u6d4b\u8bd5\u4e2d\uff0cApriel &#8211; 1.5 &#8211; 15B &#8211; Thinker \u5728\u4eba\u5de5\u667a\u80fd\u5206\u6790\u667a\u80fd\u6307\u6570\u699c\u5355\u4e2d\u5f97 52 \u5206\uff0c\u4e0e\u6df1\u5ea6\u6c42\u7d22 &#8211; R1-0528\u3001\u53cc\u5b50\u5ea7 &#8211; \u95ea\u7535\u7248\uff08Gemini &#8211; Flash\uff09\u7b49\u6a21\u578b\u5b9e\u529b\u76f8\u5f53\u3002\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0c\u5728\u8be5\u6307\u6570\u5f97\u5206\u8d85\u8fc7 50 \u5206\u7684\u6a21\u578b\u4e2d\uff0c\u5b83\u7684\u53c2\u6570\u89c4\u6a21\u81f3\u5c11\u662f\u5176\u4ed6\u6a21\u578b\u7684\u5341\u5206\u4e4b\u4e00\u3002\u6b64\u5916\uff0c\u4f5c\u4e3a\u4f01\u4e1a\u7ea7\u667a\u80fd\u4f53\uff0c\u5176\u8868\u73b0\u540c\u6837\u51fa\u8272\uff0c\u5728\u7535\u4fe1\u9886\u57df \u03c42 \u57fa\u51c6\u6d4b\u8bd5\u4e2d\u5f97 68 \u5206\uff0c\u5728 IFBench \u57fa\u51c6\u6d4b\u8bd5\u4e2d\u5f97 62 \u5206\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u603b\u7ed3\u8868<\/h2>\n\n\n\n<p>\u4ee5\u4e0b\u662f 7 \u6b3e\u5f00\u6e90\u6a21\u578b\u7684\u6838\u5fc3\u4fe1\u606f\u6c47\u603b\uff0c\u65b9\u4fbf\u4f60\u6839\u636e\u5177\u4f53\u4f7f\u7528\u573a\u666f\u9009\u62e9\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u6a21\u578b\u540d\u79f0<\/th><th>\u89c4\u6a21 \/ \u4e0a\u4e0b\u6587\u7a97\u53e3<\/th><th>\u6838\u5fc3\u4f18\u52bf<\/th><th>\u9002\u7528\u573a\u666f<\/th><\/tr><\/thead><tbody><tr><td>\u6708\u4e4b\u6697\u9762\u4eba\u5de5\u667a\u80fd &#8211; Kimi &#8211; K2 &#8211; Thinking<\/td><td>1 \u4e07\u4ebf\u53c2\u6570 \/ 320 \u4ebf\u6fc0\u6d3b\u53c2\u6570\uff0c25.6 \u4e07\u4ee4\u724c\u4e0a\u4e0b\u6587\u7a97\u53e3<\/td><td>\u957f\u7a0b\u5de5\u5177\u8c03\u7528\u7a33\u5b9a\uff08\u7ea6 200 &#8211; 300 \u6b21\u8c03\u7528\uff09\uff1b\u591a\u8bed\u8a00\u7f16\u7801\u548c\u667a\u80fd\u4f53\u7f16\u7801\u80fd\u529b\u5f3a\u52b2<\/td><td>\u9700\u8981\u6301\u7eed\u89c4\u5212\u7684\u81ea\u4e3b\u79d1\u7814 \/ \u7f16\u7801\u667a\u80fd\u4f53<\/td><\/tr><tr><td>\u8ff7\u4f60 &#8211; max \u4eba\u5de5\u667a\u80fd &#8211; MiniMax &#8211; M2<\/td><td>2300 \u4ebf\u53c2\u6570 \/ 100 \u4ebf\u6fc0\u6d3b\u53c2\u6570\uff0c12.8 \u4e07\u4ee4\u724c\u4e0a\u4e0b\u6587\u7a97\u53e3<\/td><td>\u6548\u7387\u9ad8\uff0c\u5ef6\u8fdf\u4f4e\uff0c\u9002\u914d \u201c\u89c4\u5212\u2192\u6267\u884c\u2192\u9a8c\u8bc1\u201d \u95ed\u73af\u6d41\u7a0b<\/td><td>\u6ce8\u91cd\u6210\u672c\u4e0e\u901f\u5ea6\u7684\u89c4\u6a21\u5316\u751f\u4ea7\u7ea7\u667a\u80fd\u4f53<\/td><\/tr><tr><td>\u5f00\u653e\u4eba\u5de5\u667a\u80fd &#8211; GPT &#8211; OSS &#8211; 120B<\/td><td>1170 \u4ebf\u53c2\u6570 \/ 51 \u4ebf\u6fc0\u6d3b\u53c2\u6570\uff0c12.8 \u4e07\u4ee4\u724c\u4e0a\u4e0b\u6587\u7a97\u53e3<\/td><td>\u5177\u5907\u901a\u7528\u9ad8\u96be\u5ea6\u63a8\u7406\u80fd\u529b\uff0c\u539f\u751f\u652f\u6301\u5de5\u5177\u8c03\u7528\uff0c\u652f\u6301\u5168\u91cf\u5fae\u8c03<\/td><td>\u4f01\u4e1a\u7ea7 \/ \u79c1\u6709\u90e8\u7f72\u3001\u7f16\u7a0b\u7ade\u8d5b\u3001\u9ad8\u53ef\u9760\u6027\u5de5\u5177\u8c03\u7528\u573a\u666f<\/td><\/tr><tr><td>\u6df1\u5ea6\u6c42\u7d22\u4eba\u5de5\u667a\u80fd &#8211; DeepSeek &#8211; V3.2 &#8211; Exp<\/td><td>6710 \u4ebf\u53c2\u6570 \/ 370 \u4ebf\u6fc0\u6d3b\u53c2\u6570\uff0c12.8 \u4e07\u4ee4\u724c\u4e0a\u4e0b\u6587\u7a97\u53e3<\/td><td>\u642d\u8f7d\u6df1\u5ea6\u6c42\u7d22\u7a00\u758f\u6ce8\u610f\u529b\u673a\u5236\uff0c\u957f\u6587\u672c\u63a8\u7406\u6548\u7387\u9ad8<\/td><td>\u9700\u9ad8\u6548\u5904\u7406\u957f\u6587\u6863\u7684\u7814\u53d1 \/ \u79d1\u7814\u5de5\u4f5c\u6d41<\/td><\/tr><tr><td>\u667a\u8c31\u4eba\u5de5\u667a\u80fd &#8211; GLM &#8211; 4.6<\/td><td>3550 \u4ebf\u53c2\u6570 \/ 320 \u4ebf\u6fc0\u6d3b\u53c2\u6570\uff0c20 \u4e07\u4ee4\u724c\u4e0a\u4e0b\u6587\u7a97\u53e3<\/td><td>\u7f16\u7801\u4e0e\u63a8\u7406\u80fd\u529b\u51fa\u4f17\uff0c\u63a8\u7406\u8fc7\u7a0b\u4e2d\u5de5\u5177\u8c03\u7528\u80fd\u529b\u5347\u7ea7<\/td><td>\u7f16\u7801\u52a9\u624b\u3001\u667a\u80fd\u4f53\u6846\u67b6\u3001\u7c7b Claude Code \u5de5\u4f5c\u6d41<\/td><\/tr><tr><td>\u963f\u91cc\u4e91 &#8211; \u901a\u4e49\u5343\u95ee 3 &#8211; 235B<\/td><td>2350 \u4ebf\u53c2\u6570\uff0c25.6 \u4e07\u4ee4\u724c\u4e0a\u4e0b\u6587\u7a97\u53e3<\/td><td>\u751f\u6210\u7b54\u6848\u8d28\u91cf\u9ad8\uff0c\u652f\u6301\u591a\u8bed\u8a00\uff0c\u5de5\u5177\u8c03\u7528\u65e0\u9700\u8f93\u51fa\u601d\u7ef4\u94fe<\/td><td>\u5927\u89c4\u6a21\u4ee3\u7801\u751f\u6210\u4e0e\u91cd\u6784<\/td><\/tr><tr><td>\u670d\u52a1\u5f53\u4e0b\u4eba\u5de5\u667a\u80fd &#8211; Apriel &#8211; 1.5 &#8211; 15B &#8211; Thinker<\/td><td>150 \u4ebf\u53c2\u6570\uff0c\u7ea6 13.1 \u4e07\u4ee4\u724c\u4e0a\u4e0b\u6587\u7a97\u53e3<\/td><td>\u7d27\u51d1\u8f7b\u91cf\u5316\uff0c\u652f\u6301\u6587\u672c + \u56fe\u50cf\u591a\u6a21\u6001\u63a8\u7406\uff0c\u9002\u914d\u4f01\u4e1a\u573a\u666f<\/td><td>\u7ec8\u7aef\u8bbe\u5907 \/ \u79c1\u6709\u4e91\u667a\u80fd\u4f53\u3001DevOps \u81ea\u52a8\u5316\u6d41\u7a0b<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u539f\u6587\u94fe\u63a5\uff1a<a href=\"https:\/\/36kr.com\/p\/3563618310929285\">https:\/\/36kr.com\/p\/3563618310929285<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5f15\u8a00 \u5982\u4eca\uff0c\u5927\u591a\u6570\u4f7f\u7528\u4eba\u5de5\u667a\u80fd\u7f16\u7801\u52a9\u624b\u7684\u7528\u6237\u90fd\u4f1a\u4f9d\u8d56 Claude &#46;&#46;&#46;<\/p>\n","protected":false},"author":2,"featured_media":386,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[18],"tags":[],"class_list":["post-790","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tools"],"_links":{"self":[{"href":"https:\/\/smartaiunion.com\/index.php\/wp-json\/wp\/v2\/posts\/790","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/smartaiunion.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/smartaiunion.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/smartaiunion.com\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/smartaiunion.com\/index.php\/wp-json\/wp\/v2\/comments?post=790"}],"version-history":[{"count":1,"href":"https:\/\/smartaiunion.com\/index.php\/wp-json\/wp\/v2\/posts\/790\/revisions"}],"predecessor-version":[{"id":791,"href":"https:\/\/smartaiunion.com\/index.php\/wp-json\/wp\/v2\/posts\/790\/revisions\/791"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/smartaiunion.com\/index.php\/wp-json\/wp\/v2\/media\/386"}],"wp:attachment":[{"href":"https:\/\/smartaiunion.com\/index.php\/wp-json\/wp\/v2\/media?parent=790"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/smartaiunion.com\/index.php\/wp-json\/wp\/v2\/categories?post=790"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/smartaiunion.com\/index.php\/wp-json\/wp\/v2\/tags?post=790"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}