[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"article-claude-5-two-models-code-science-lead-en":3,"article-related-claude-5-two-models-code-science-lead-en":33,"series-industry-adc76a52-da09-40fa-8bab-70685a4347a7":78},{"id":4,"slug":5,"title":6,"content":7,"summary":8,"source":9,"source_url":10,"author":11,"image_url":12,"cover_image":12,"category":13,"language":14,"translated_content":11,"related_article_id":15,"keywords":16,"key_takeaways":25,"views":29,"created_at":30,"published_at":31,"topic_cluster_id":32},"adc76a52-da09-40fa-8bab-70685a4347a7","claude-5-two-models-code-science-lead-en","Claude 5双模型上线，代码与科学任务全面领跑","\u003Cp data-speakable=\"summary\">\u003Ca href=\"\u002Ftag\u002Fclaude\">Claude\u003C\u002Fa> 5以Fable和Mythos双模型上线，主攻编程、视觉和科学任务。\u003C\u002Fp>\u003Cp>\u003Ca href=\"\u002Ftag\u002Fanthropic\">Anthropic\u003C\u002Fa>这次一次放出两个Claude 5版本，文章里给出的关键数据很直接：\u003Ca href=\"\u002Ftag\u002Fswe-bench\">SWE-Bench\u003C\u002Fa> Pro上Fable 5拿到80.3%，把上一代和多家竞品都甩开了。\u003C\u002Fp>\u003Ctable>\u003Cthead>\u003Ctr>\u003Cth>Item\u003C\u002Fth>\u003Cth>定位\u003C\u002Fth>\u003Cth>关键表现\u003C\u002Fth>\u003Cth>定价\u002F可用性\u003C\u002Fth>\u003C\u002Ftr>\u003C\u002Fthead>\u003Ctbody>\u003Ctr>\u003Ctd>Claude Fable 5\u003C\u002Ftd>\u003Ctd>公开版\u003C\u002Ftd>\u003Ctd>SWE-Bench Pro 80.3%\u003C\u002Ftd>\u003Ctd>输入$10\u002F百万token，输出$50\u002F百万token\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>Claude Mythos 5\u003C\u002Ftd>\u003Ctd>完整版\u003C\u002Ftd>\u003Ctd>与Fable 5分数接近，差距多在1到3个百分点\u003C\u002Ftd>\u003Ctd>无安全分类器限制\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>Claude Opus 4.8\u003C\u002Ftd>\u003Ctd>上一代对照\u003C\u002Ftd>\u003Ctd>SWE-Bench Pro 69.2%\u003C\u002Ftd>\u003Ctd>Fast Mode定价参考\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>GPT-5.5\u003C\u002Ftd>\u003Ctd>竞品对照\u003C\u002Ftd>\u003Ctd>SWE-Bench Pro 58.6%\u003C\u002Ftd>\u003Ctd>文中对比为Fable 5约六分之一价格\u003C\u002Ftd>\u003C\u002Ftr>\u003C\u002Ftbody>\u003C\u002Ftable>\u003Ch2>1. Claude Fable 5\u003C\u002Fh2>\u003Cp>Fable 5是这次面向大众开放的版本，也是文章里最适合普通开发者先看的模型。它的卖点很明确：在软件工程、知识工作、视觉和长上下文任务上都冲到前列，而且很多测试里不只是赢一点，而是赢得很明显。\u003C\u002Fp>\n\u003Cfigure class=\"my-6\">\u003Cimg src=\"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781719376545-voc3.png\" alt=\"Claude 5双模型上线，代码与科学任务全面领跑\" class=\"rounded-xl w-full\" loading=\"lazy\" \u002F>\u003C\u002Ffigure>\n\u003Cp>最能说明问题的是编程表现。SWE-Bench Pro上它拿到80.3%，比Opus 4.8高11.1个百分点，比GPT-5.5高21.7个百分点。文章还提到它在中等算力档位就能跑到顶，不需要把推理开满。\u003C\u002Fp>\u003Cul>\u003Cli>适合：日常编码、Agent工作流、代码迁移\u003C\u002Fli>\u003Cli>价格：输入$10\u002F百万token，输出$50\u002F百万token\u003C\u002Fli>\u003Cli>可用性：Pro、Max、Team用户可在6月22日前免费体验\u003C\u002Fli>\u003C\u002Ful>\u003Ch2>2. Claude Mythos 5\u003C\u002Fh2>\u003Cp>Mythos 5是这次更“放开”的版本，文章把它描述为没有安全分类器限制的完整版。它和Fable 5的分数几乎一致，通常只差1到3个百分点，说明两者底座基本相同，差别主要在安全策略。\u003C\u002Fp>\u003Cp>如果你关心的是模型原始能力，而不是产品层的安全约束，Mythos 5更像是这次发布的“本体”。但文章也明确写了，它被Anthropic长期压着没放出来，原因就是任务边界更宽，尤其在网络安全、生物化学和蒸馏相关请求上更敏感。\u003C\u002Fp>\u003Cul>\u003Cli>特点：无安全分类器\u003C\u002Fli>\u003Cli>定位：更接近内部原始能力版本\u003C\u002Fli>\u003Cli>适合：研究者、红队测试、能力边界观察\u003C\u002Fli>\u003C\u002Ful>\u003Ch2>3. SWE-Bench Pro 编程能力\u003C\u002Fh2>\u003Cp>如果只看一个榜单，SWE-Bench Pro最能代表Claude 5这次升级的含金量。它衡量的是现实世界里的\u003Ca href=\"\u002Ftag\u002Fagent\">Agent\u003C\u002Fa>编程能力，不是简单补全，而是能否在复杂代码环境里真正把任务做完。\u003C\u002Fp>\n\u003Cfigure class=\"my-6\">\u003Cimg src=\"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781719378187-9ivv.png\" alt=\"Claude 5双模型上线，代码与科学任务全面领跑\" class=\"rounded-xl w-full\" loading=\"lazy\" \u002F>\u003C\u002Ffigure>\n\u003Cp>文章给出的对比很醒目：Fable 5是80.3%，Opus 4.8是69.2%，GPT-5.5是58.6%，\u003Ca href=\"\u002Ftag\u002Fgemini\">Gemini\u003C\u002Fa> 3.1 Pro是54.2%。这意味着Claude 5不是“略优”，而是在真实工程任务上把差距拉开了一个档位。\u003C\u002Fp>\u003Ccode>Fable 5: 80.3%\nOpus 4.8: 69.2%\nGPT-5.5: 58.6%\nGemini 3.1 Pro: 54.2%\u003C\u002Fcode>\u003Ch2>4. 视觉与长任务执行\u003C\u002Fh2>\u003Cp>Claude 5的另一个重点，是它能靠视觉输入完成更长的任务链。文章举了两个很典型的例子：只靠截图通关《宝可梦火红版》，以及在浏览器里搭出一个3D CAD编辑器，再在里面修改模型。\u003C\u002Fp>\u003Cp>这类能力的意义不只是“看图更准”，而是模型能把视觉信息转成连续行动。对开发者来说，这会影响图表读取、网页重建、界面操作、文档抽取这些场景。对普通用户来说，AI不再只是回答问题，而是能根据屏幕内容继续做事。\u003C\u002Fp>\u003Cul>\u003Cli>截图输入即可推进游戏和应用操作\u003C\u002Fli>\u003Cli>可从科学图表中提取数值\u003C\u002Fli>\u003Cli>可根据少量界面信息重建Web应用\u003C\u002Fli>\u003C\u002Ful>\u003Ch2>5. 科学研究与自动化实验\u003C\u002Fh2>\u003Cp>文章最夸张的部分在科学任务。Mythos 5被描述为能自动做蛋白质设计、基因组学分析，甚至在一周多时间里自己搜集138个物种、几百万个细胞的数据，训练出一个机器学习模型。\u003C\u002Fp>\u003Cp>这里真正值得注意的不是“分数高”，而是工作方式变了。它开始像一个能持续运行的研究助理，自己找数据、自己试错、自己修正。对于生命科学、材料、物理这类高门槛领域，这种自动化会比单点问答更有价值。\u003C\u002Fp>\u003Cul>\u003Cli>蛋白质设计：14个疾病靶点中拿到9个强候选\u003C\u002Fli>\u003Cli>基因组学：体量比近期Science同类研究小100倍\u003C\u002Fli>\u003Cli>物理任务：36小时跑到GPT-5.5四天才到的位置\u003C\u002Fli>\u003C\u002Ful>\u003Ch2>如何决定\u003C\u002Fh2>\u003Cp>如果你是开发者、产品经理或普通重度用户，先看Fable 5就够了。它有明确价格、公开可用，而且在编程和多模态任务上已经足够强。你想要的是稳定可用的高性能模型，Fable 5更合适。\u003C\u002Fp>\u003Cp>如果你做研究、红队测试，或者想看模型在更少限制下的真实边界，Mythos 5更值得关注。它更像内部能力样本，也更能反映Anthropic这次到底把模型推到了什么位置。\u003C\u002Fp>","4个看点读懂Claude 5：Fable与Mythos双模型上线，编程、视觉、科学任务都给出强势成绩。","zhuanlan.zhihu.com","https:\u002F\u002Fzhuanlan.zhihu.com\u002Fp\u002F2047945530928542407",null,"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781719376545-voc3.png","industry","en","f40be589-9cd8-4532-b02a-592671426401",[17,18,19,20,21,22,23,24],"Claude 5","Anthropic","Fable 5","Mythos 5","SWE-Bench Pro","AI编程","多模态模型","科学研究",[26,27,28],"Fable 5是公开版，主打编程和多模态任务，价格也给得很明确。","Mythos 5更接近无约束的完整版，适合看模型原始能力边界。","Claude 5最强的变化不只是分数，而是更长时间自主完成复杂任务。",0,"2026-06-17T18:02:24.798162+00:00","2026-06-17T18:02:24.789+00:00","a1c158f8-b98b-4d99-aa84-35523d1f1876",{"tags":34,"relatedLang":37,"relatedPosts":41},[35],{"name":18,"slug":36},"anthropic",{"id":15,"slug":38,"title":39,"language":40},"claude-5-two-models-code-science-lead-zh","Claude 5 双模型上线，编程和科学都更强","zh",[42,48,54,60,66,72],{"id":43,"slug":44,"title":45,"cover_image":46,"image_url":46,"created_at":47,"category":13},"4c461430-4fbf-43a8-8407-ec1828b13f51","anthropic-safe-claude-mythos-5-access-tiers-en","Anthropic’s safe Claude Mythos 5 turns access into tiers","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781734704258-wykj.png","2026-06-17T22:17:53.722278+00:00",{"id":49,"slug":50,"title":51,"cover_image":52,"image_url":52,"created_at":53,"category":13},"c3956d32-73e8-4826-abdf-c7f528165f48","g7-should-treat-ai-ceos-as-power-brokers-en","G7 should treat AI CEOs as power brokers, not guests","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781733779303-mi4t.png","2026-06-17T22:02:21.354972+00:00",{"id":55,"slug":56,"title":57,"cover_image":58,"image_url":58,"created_at":59,"category":13},"0067e6a3-41f8-4a91-8f3b-16716f1631e4","kucoin-ai-stack-blockchain-plumbing-en","KuCoin’s AI stack turns blockchain into AI plumbing","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781730206418-m2lx.png","2026-06-17T21:02:57.672173+00:00",{"id":61,"slug":62,"title":63,"cover_image":64,"image_url":64,"created_at":65,"category":13},"7d929181-7ecd-492d-b2b6-ffaacf771cad","ping-identity-runtime-identity-ai-agents-en","Ping Identity is right: AI agents need runtime identity, not just log…","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781729267913-ed6a.png","2026-06-17T20:47:20.029087+00:00",{"id":67,"slug":68,"title":69,"cover_image":70,"image_url":70,"created_at":71,"category":13},"2506476d-80ac-4d55-b0fe-15e9efd5bb65","cloudflare-design-partner-program-security-wedge-en","Cloudflare’s design partner program is a smart security wedge","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781727469577-eb2b.png","2026-06-17T20:17:18.021763+00:00",{"id":73,"slug":74,"title":75,"cover_image":76,"image_url":76,"created_at":77,"category":13},"3526b4bb-2568-4c34-8f00-ea6f58725b43","mistral-20b-valuation-compute-bet-en","Mistral’s €20B valuation hinges on compute","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781715777233-hc4r.png","2026-06-17T17:02:36.759165+00:00",[79,84,89,94,99,104,109,114,119,124],{"id":80,"slug":81,"title":82,"created_at":83},"d35a1bd9-e709-412e-a2df-392df1dc572a","ai-impact-2026-developments-market-en","AI's Impact in 2026: Key Developments and Market Shifts","2026-03-25T16:20:33.205823+00:00",{"id":85,"slug":86,"title":87,"created_at":88},"5ed27921-5fd6-492e-8c59-78393bf37710","trumps-ai-legislative-framework-en","Trump's AI Legislative Framework: What's Inside?","2026-03-25T16:22:20.005325+00:00",{"id":90,"slug":91,"title":92,"created_at":93},"e454a642-f03c-4794-b185-5f651aebbaca","nvidia-gtc-2026-key-highlights-innovations-en","NVIDIA GTC 2026: Key Highlights and 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