{"id":4484,"date":"2026-09-13T13:43:26","date_gmt":"2026-09-13T05:43:26","guid":{"rendered":"https:\/\/ai.oaido.com\/index.php\/2026\/09\/13\/cognition-releases-swe-2-kimi-k3-coding-model-cost-lower-64\/"},"modified":"2026-09-13T13:43:26","modified_gmt":"2026-09-13T05:43:26","slug":"cognition-releases-swe-2-kimi-k3-coding-model-cost-lower-64","status":"publish","type":"post","link":"https:\/\/ai.oaido.com\/index.php\/2026\/09\/13\/cognition-releases-swe-2-kimi-k3-coding-model-cost-lower-64\/","title":{"rendered":"Cognition \u63a8\u51fa SWE-2\uff1a\u6027\u80fd\u5ab2\u7f8e\u9876\u7ea7\u6a21\u578b\uff0c\u6210\u672c\u964d\u4f4e 64%"},"content":{"rendered":"<p>\u5728\u4eba\u5de5\u667a\u80fd\u8f85\u52a9\u7f16\u7a0b\u9886\u57df\uff0cCognition AI \u8fd1\u671f\u52a8\u4f5c\u9891\u9891\u3002\u4f5c\u4e3a DevOps \u9886\u57df\u7684\u72ec\u89d2\u517d\uff0c\u8be5\u516c\u53f8\u521a\u521a\u6b63\u5f0f\u5bf9\u5916\u53d1\u5e03\u4e86\u5176\u8fc4\u4eca\u4e3a\u6b62\u80fd\u529b\u6700\u5f3a\u7684\u7f16\u7a0b\u6a21\u578b\u2014\u2014SWE-2\u3002\u8fd9\u4e00\u53d1\u5e03\u6807\u5fd7\u7740 Cognition \u5728\u6784\u5efa\u4e0b\u4e00\u4ee3 AI \u7f16\u7801\u52a9\u624b\u65b9\u9762\u8fc8\u51fa\u4e86\u91cd\u8981\u4e00\u6b65\uff0c\u540c\u65f6\u4e5f\u4e3a\u5f00\u6e90\u4e0e\u95ed\u6e90\u6a21\u578b\u7684\u7ade\u4e89\u683c\u5c40\u589e\u6dfb\u4e86\u65b0\u7684\u53d8\u91cf\u3002<\/p>\n<p>SWE-2 \u7684\u8bde\u751f\u5e76\u975e\u51ed\u7a7a\u800c\u6765\uff0c\u5b83\u91c7\u7528\u4e86\u72ec\u7279\u7684\u201c\u540e\u8bad\u7ec3\u201d\u6280\u672f\u8def\u5f84\u3002\u4e0d\u540c\u4e8e\u4ece\u5934\u8bad\u7ec3\u4e00\u4e2a\u5e9e\u5927\u7684\u57fa\u5ea7\u6a21\u578b\uff0cSWE-2 \u57fa\u4e8e\u73b0\u6709\u7684 Kimi K3 \u6a21\u578b\u8fdb\u884c\u4e86\u7cbe\u7ec6\u5316\u7684\u540e\u8bad\u7ec3\u3002Kimi K3 \u662f\u4e2d\u56fd AI \u521d\u521b\u516c\u53f8 Moonshot AI \u53d1\u5e03\u7684\u4e00\u4e2a\u62e5\u6709 2.8T \u53c2\u6570\u7684\u5f00\u6e90\u6a21\u578b\u3002\u901a\u8fc7\u5229\u7528 Kimi K3 \u4f5c\u4e3a\u57fa\u5ea7\uff0cCognition \u6210\u529f\u5730\u201c\u63d0\u70bc\u201d\u51fa\u4e86\u4e00\u4e2a\u9ad8\u5ea6\u4e13\u4e1a\u5316\u7684\u7f16\u7a0b\u6a21\u578b\u3002\u8fd9\u79cd\u505a\u6cd5\u5728\u5de5\u4e1a\u754c\u65e5\u76ca\u6d41\u884c\uff0c\u56e0\u4e3a\u5b83\u5141\u8bb8\u5f00\u53d1\u8005\u5229\u7528\u5f00\u6e90\u793e\u533a\u7684\u9ad8\u8d28\u91cf\u57fa\u7840\uff0c\u4e13\u6ce8\u4e8e\u7279\u5b9a\u4efb\u52a1\u7684\u4f18\u5316\uff0c\u800c\u65e0\u9700\u627f\u62c5\u4ece\u5934\u8bad\u7ec3\u4e07\u4ebf\u7ea7\u53c2\u6570\u6a21\u578b\u7684\u9ad8\u6602\u7b97\u529b\u6210\u672c\u3002<\/p>\n<p>\u5728\u6027\u80fd\u8bc4\u4f30\u65b9\u9762\uff0cSWE-2 \u5c55\u73b0\u51fa\u4e86\u60ca\u4eba\u7684\u5b9e\u529b\u3002Cognition \u62a5\u9053\u79f0\uff0cSWE-2 \u5728 FrontierCode 1.1 Main \u57fa\u51c6\u6d4b\u8bd5\u4e2d\u53d6\u5f97\u4e86 50.0% \u7684\u5f97\u5206\u3002FrontierCode \u662f\u4e00\u4e2a\u4e13\u95e8\u7528\u4e8e\u8bc4\u4f30\u5927\u578b\u8bed\u8a00\u6a21\u578b\u5728\u7f16\u7a0b\u4efb\u52a1\u4e0a\u80fd\u529b\u7684\u7efc\u5408\u6027\u57fa\u51c6\u6d4b\u8bd5\u96c6\uff0c\u5176\u96be\u5ea6\u8f83\u9ad8\uff0c\u80fd\u591f\u6709\u6548\u533a\u5206\u6a21\u578b\u7684\u771f\u5b9e\u6c34\u5e73\u3002\u4ee4\u4eba\u5370\u8c61\u6df1\u523b\u7684\u662f\uff0cSWE-2 \u7684\u5f97\u5206\u4ec5\u6bd4\u9876\u5c16\u6a21\u578b Fable 5.1 \u4f4e 1 \u5206\u3002\u5728\u8bb8\u591a\u60c5\u51b5\u4e0b\uff0c\u4ec5\u4ec5 1 \u5206\u7684\u5dee\u8ddd\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\u53ef\u80fd\u5e76\u4e0d\u663e\u8457\uff0c\u4f46\u5728\u5b66\u672f\u548c\u5de5\u4e1a\u57fa\u51c6\u6d4b\u8bd5\u7684\u8bed\u5883\u4e0b\uff0c\u8fd9\u610f\u5473\u7740 SWE-2 \u5df2\u7ecf\u8fbe\u5230\u4e86\u5f53\u524d\u7f16\u7a0b\u6a21\u578b\u7684\u524d\u6cbf\u6c34\u5e73\uff0c\u751a\u81f3\u5728\u67d0\u4e9b\u7ec6\u5206\u4efb\u52a1\u4e0a\u53ef\u80fd\u5df2\u7ecf\u8d85\u8d8a\u4e86 Fable 5.1\u3002<\/p>\n<p>\u7136\u800c\uff0cSWE-2 \u6700\u5927\u7684\u4eae\u70b9\u6216\u8bb8\u5728\u4e8e\u5176\u6210\u672c\u6548\u76ca\u3002\u5728\u5f53\u4eca AI \u9886\u57df\uff0c\u6027\u80fd\u7684\u63d0\u5347\u5f80\u5f80\u4f34\u968f\u7740\u7b97\u529b\u6210\u672c\u7684\u6307\u6570\u7ea7\u4e0a\u5347\u3002Cognition \u7684\u6570\u636e\u663e\u793a\uff0cSWE-2 \u7684\u8bad\u7ec3\u548c\u63a8\u7406\u6210\u672c\u6bd4 Fable 5.1 \u964d\u4f4e\u4e86\u6574\u6574 64%\u3002\u8fd9\u610f\u5473\u7740\u5f00\u53d1\u8005\u53ef\u4ee5\u4ee5\u66f4\u4f4e\u7684\u95e8\u69db\u90e8\u7f72\u540c\u6837\u5f3a\u5927\u7684\u7f16\u7a0b\u80fd\u529b\u3002\u5bf9\u4e8e\u4f01\u4e1a\u800c\u8a00\uff0c\u964d\u4f4e 64% \u7684\u6210\u672c\u610f\u5473\u7740\u5728\u96c6\u6210 AI \u7f16\u7801\u52a9\u624b\u5230 CI\/CD \u6d41\u6c34\u7ebf\u6216\u5f00\u53d1\u5de5\u4f5c\u6d41\u4e2d\u65f6\uff0c\u9884\u7b97\u538b\u529b\u5c06\u5927\u5927\u51cf\u8f7b\u3002\u8fd9\u5bf9\u4e8e\u521d\u521b\u516c\u53f8\u548c\u8d44\u6e90\u6709\u9650\u7684\u5f00\u53d1\u8005\u6765\u8bf4\uff0c\u662f\u4e00\u4e2a\u6781\u5177\u5438\u5f15\u529b\u7684\u4fe1\u53f7\uff0c\u8868\u660e\u9ad8\u6548\u80fd\u5e76\u4e0d\u4e00\u5b9a\u610f\u5473\u7740\u9ad8\u6d88\u8017\u3002<\/p>\n<p>\u8fd9\u4e00\u7a81\u7834\u5bf9\u4e8e\u884c\u4e1a\u5177\u6709\u6df1\u8fdc\u7684\u5f71\u54cd\u3002\u9996\u5148\uff0c\u5b83\u8bc1\u660e\u4e86\u5f00\u6e90\u6a21\u578b\u901a\u8fc7\u9ad8\u8d28\u91cf\u7684\u540e\u8bad\u7ec3\u53ef\u4ee5\u8fbe\u5230\u63a5\u8fd1\u751a\u81f3\u5339\u654c\u95ed\u6e90\u9876\u7ea7\u6a21\u578b\u7684\u6548\u679c\u3002\u8fd9\u6253\u7834\u4e86\u201c\u95ed\u6e90\u5373\u66f4\u5f3a\u201d\u7684\u523b\u677f\u5370\u8c61\uff0c\u9f13\u52b1\u66f4\u591a\u5f00\u53d1\u8005\u5173\u6ce8\u6570\u636e\u8d28\u91cf\u548c\u8bad\u7ec3\u7b56\u7565\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u53c2\u6570\u89c4\u6a21\u3002\u5176\u6b21\uff0cSWE-2 \u662f Cognition \u201cDevin\u201d\u7f16\u7801\u4ee3\u7406\u7684\u6f5c\u5728\u5f15\u64ce\u4e4b\u4e00\u3002Devin \u4e4b\u524d\u5728\u6d4b\u8bd5\u4e2d\u5c55\u73b0\u51fa\u7684\u5168\u6808\u5f00\u53d1\u80fd\u529b\uff0c\u5982\u4eca\u901a\u8fc7 SWE-2 \u5f97\u5230\u4e86\u8fdb\u4e00\u6b65\u7684\u5f3a\u5316\u548c\u9a8c\u8bc1\u3002\u8fd9\u610f\u5473\u7740\u672a\u6765\u7684 AI \u7f16\u7a0b\u52a9\u624b\u5c06\u4e0d\u4ec5\u80fd\u5199\u4ee3\u7801\uff0c\u8fd8\u80fd\u66f4\u9ad8\u6548\u5730\u8c03\u8bd5\u3001\u4f18\u5316\u548c\u91cd\u6784\u4ee3\u7801\u3002<\/p>\n<p>\u4ece\u5e94\u7528\u573a\u666f\u6765\u770b\uff0cSWE-2 \u7684\u4f4e\u6210\u672c\u548c\u9ad8\u6027\u80fd\u7279\u6027\u4f7f\u5176\u975e\u5e38\u9002\u5408\u90e8\u7f72\u5728\u5404\u7c7b\u5f00\u53d1\u73af\u5883\u4e2d\u3002\u65e0\u8bba\u662f\u7528\u4e8e\u81ea\u52a8\u751f\u6210\u5355\u5143\u6d4b\u8bd5\u3001\u4ee3\u7801\u5ba1\u67e5\uff0c\u8fd8\u662f\u8f85\u52a9\u7f16\u5199\u590d\u6742\u7684 API \u96c6\u6210\u4ee3\u7801\uff0cSWE-2 \u90fd\u80fd\u63d0\u4f9b\u5f3a\u6709\u529b\u7684\u652f\u6301\u3002\u7279\u522b\u662f\u5bf9\u4e8e\u90a3\u4e9b\u5bf9 API \u8c03\u7528\u6210\u672c\u654f\u611f\u4f46\u5e0c\u671b\u4fdd\u6301\u4ee3\u7801\u8d28\u91cf\u7684\u521d\u521b\u516c\u53f8\uff0cSWE-2 \u65e0\u7591\u662f\u4e00\u4e2a\u6781\u5177\u7ade\u4e89\u529b\u7684\u9009\u62e9\u3002<\/p>\n<p>\u603b\u7ed3\u6765\u8bf4\uff0cCognition \u53d1\u5e03\u7684 SWE-2 \u4e0d\u4ec5\u4ec5\u662f\u4e00\u4e2a\u65b0\u7684\u6a21\u578b\u53c2\u6570\uff0c\u5b83\u4ee3\u8868\u4e86 AI \u7f16\u7a0b\u5de5\u5177\u53d1\u5c55\u7684\u4e00\u4e2a\u65b0\u65b9\u5411\uff1a\u5373\u901a\u8fc7\u5de7\u5999\u7684\u67b6\u6784\u8bbe\u8ba1\u548c\u9ad8\u6548\u7684\u8bad\u7ec3\u7b56\u7565\uff0c\u5728\u4fdd\u8bc1\u9876\u5c16\u6027\u80fd\u7684\u540c\u65f6\u5b9e\u73b0\u6210\u672c\u7684\u5927\u5e45\u4f18\u5316\u3002\u968f\u7740\u66f4\u591a\u6b64\u7c7b\u6a21\u578b\u7684\u6d8c\u73b0\uff0c\u6211\u4eec\u6709\u7406\u7531\u76f8\u4fe1\uff0c\u672a\u6765\u7684 AI \u7f16\u7a0b\u5c06\u66f4\u52a0\u666e\u60e0\u3001\u9ad8\u6548\u3002<\/p>\n<p><strong>\u53c2\u8003\u6765\u6e90\uff1a<\/strong> MarkTechPost<br \/><strong>\u539f\u6587\u94fe\u63a5\uff1a<\/strong> <a href=\"https:\/\/www.marktechpost.com\/2026\/09\/12\/cognition-releases-swe-2-a-kimi-k3-post-trained-coding-model-that-matches-fable-5-1-on-frontiercode-at-64-lower-cost\/\">https:\/\/www.marktechpost.com\/2026\/09\/12\/cognition-releases-swe-2-a-kimi-k3-post-trained-coding-model-that-matches-fable-5-1-on-frontiercode-at-64-lower-cost\/<\/a><\/p>\n<p><em>\u4fe1\u606f\u6765\u6e90\uff1aMarkTechPost\uff0c\u539f\u6587\u94fe\u63a5\uff1a<a href=\"https:\/\/www.marktechpost.com\/2026\/09\/12\/cognition-releases-swe-2-a-kimi-k3-post-trained-coding-model-that-matches-fable-5-1-on-frontiercode-at-64-lower-cost\/\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">https:\/\/www.marktechpost.com\/2026\/09\/12\/cognition-releases-swe-2-a-kimi-k3-post-trained-coding-model-that-matches-fable-5-1-on-frontiercode-at-64-lower-cost\/<\/a><\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Devin \u5f00\u53d1\u5546 Cognition \u53d1\u5e03\u6700\u65b0\u7f16\u7a0b\u6a21\u578b SWE-2\uff0c\u901a\u8fc7 Kimi K3 \u540e\u8bad\u7ec3\uff0c\u5728 FrontierCode \u4e0a\u5f97\u5206 50.0%\uff0c\u6210\u672c\u4ec5\u4e3a Fable 5.1 \u7684 36%\u3002<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[13],"tags":[],"class_list":["post-4484","post","type-post","status-publish","format-standard","hentry","category-news"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.0 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Cognition \u63a8\u51fa SWE-2\uff1a\u6027\u80fd\u5ab2\u7f8e\u9876\u7ea7\u6a21\u578b\uff0c\u6210\u672c\u964d\u4f4e 64% - OAIDO AI<\/title>\n<meta name=\"description\" content=\"Devin \u5f00\u53d1\u5546 Cognition \u53d1\u5e03\u6700\u65b0\u7f16\u7a0b\u6a21\u578b SWE-2\uff0c\u901a\u8fc7 Kimi K3 \u540e\u8bad\u7ec3\uff0c\u5728 FrontierCode \u4e0a\u5f97\u5206 50.0%\uff0c\u6210\u672c\u4ec5\u4e3a Fable 5.1 \u7684 36%\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/ai.oaido.com\/index.php\/2026\/09\/13\/cognition-releases-swe-2-kimi-k3-coding-model-cost-lower-64\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Cognition \u63a8\u51fa SWE-2\uff1a\u6027\u80fd\u5ab2\u7f8e\u9876\u7ea7\u6a21\u578b\uff0c\u6210\u672c\u964d\u4f4e 64% - OAIDO AI\" \/>\n<meta property=\"og:description\" content=\"Devin \u5f00\u53d1\u5546 Cognition \u53d1\u5e03\u6700\u65b0\u7f16\u7a0b\u6a21\u578b SWE-2\uff0c\u901a\u8fc7 Kimi K3 \u540e\u8bad\u7ec3\uff0c\u5728 FrontierCode \u4e0a\u5f97\u5206 50.0%\uff0c\u6210\u672c\u4ec5\u4e3a Fable 5.1 \u7684 36%\u3002\" \/>\n<meta property=\"og:url\" content=\"https:\/\/ai.oaido.com\/index.php\/2026\/09\/13\/cognition-releases-swe-2-kimi-k3-coding-model-cost-lower-64\/\" \/>\n<meta property=\"og:site_name\" content=\"OAIDO AI\" \/>\n<meta property=\"article:published_time\" content=\"2026-09-13T05:43:26+00:00\" \/>\n<meta name=\"author\" content=\"oaido_ai\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"oaido_ai\" \/>\n<script type=\"application\/ld+json\" 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