[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"article-gpt-5-6-luna-terra-sol-release-zh":3,"article-related-gpt-5-6-luna-terra-sol-release-zh":30,"series-model-release-ebc46a87-604e-4ac4-b890-44acd40b130f":79},{"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":22,"views":26,"created_at":27,"published_at":28,"topic_cluster_id":29},"ebc46a87-604e-4ac4-b890-44acd40b130f","gpt-5-6-luna-terra-sol-release-zh","GPT-5.6 三模型上線：Luna、Terra、Sol","\u003Cp data-speakable=\"summary\">以前做 \u003Ca href=\"\u002Ftag\u002Fagent\">agent\u003C\u002Fa> 工作多半靠 GPT-5；現在 \u003Ca href=\"\u002Ftag\u002Fopenai\">OpenAI\u003C\u002Fa> 一次上線 GPT-5.6 三個尺寸，還把工具呼叫與子代理控制放進 API。\u003C\u002Fp>\u003Cp>OpenAI 在 \u003Ca href=\"\u002Fnews\u002Fwebx-2026-speaker-lineup-conference-brief-zh\">2026\u003C\u002Fa> 年 7 月 9 日把 \u003Ca href=\"https:\u002F\u002Fopenai.com\u002F\" target=\"_blank\" rel=\"noopener\">OpenAI\u003C\u002Fa> 的 GPT-5.6 家族推向正式可用，分成 Luna、Terra、Sol 三款。\u003Ca href=\"\u002Fnews\u002Fgpt-56-benchmarks-sol-coding-cost-zh\">定價\u003C\u002Fa>以每 100 萬 tokens 計，分別是 $1\u002F$6、$2.50\u002F$15、$5\u002F$30。\u003C\u002Fp>\u003Ctable>\u003Cthead>\u003Ctr>\u003Cth>項目\u003C\u002Fth>\u003Cth>數值\u003C\u002Fth>\u003C\u002Ftr>\u003C\u002Fthead>\u003Ctbody>\u003Ctr>\u003Ctd>發布日期\u003C\u002Ftd>\u003Ctd>2026\u002F7\u002F9\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>模型\u003C\u002Ftd>\u003Ctd>Luna、Terra、Sol\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>輸入／輸出價格\u003C\u002Ftd>\u003Ctd>$1\u002F$6、$2.50\u002F$15、$5\u002F$30 \u002F 100萬 tokens\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>知識截止\u003C\u002Ftd>\u003Ctd>2026\u002F2\u002F16\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>上下文長度\u003C\u002Ftd>\u003Ctd>100萬 tokens\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>最大輸出\u003C\u002Ftd>\u003Ctd>128,000 tokens\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>Agents’ Last Exam\u003C\u002Ftd>\u003Ctd>Sol 53.6\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>對 Claude Fable 5 差距\u003C\u002Ftd>\u003Ctd>+13.1 分\u003C\u002Ftd>\u003C\u002Ftr>\u003C\u002Ftbody>\u003C\u002Ftable>\u003Ch2>發生了什麼\u003C\u002Fh2>\u003Cp>這次主打的是 agent 表現。\u003Ca href=\"https:\u002F\u002Fwww.agentslastexam.com\u002F\" target=\"_blank\" rel=\"noopener\">Agents’ Last Exam\u003C\u002Fa> 測的是 55 個領域、長時間執行的專業工作流程，GPT-5.6 的 Sol 拿到 53.6 分，領先 \u003Ca href=\"https:\u002F\u002Fwww.anthropic.com\u002F\" target=\"_blank\" rel=\"noopener\">Anthropic\u003C\u002Fa> 的 \u003Ca href=\"\u002Ftag\u002Fclaude\">Claude\u003C\u002Fa> Fable 5 13.1 分。\u003C\u002Fp>\n\u003Cfigure class=\"my-6\">\u003Cimg src=\"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1783971158573-meez.png\" alt=\"GPT-5.6 三模型上線：Luna、Terra、Sol\" class=\"rounded-xl w-full\" loading=\"lazy\" \u002F>\u003C\u002Ffigure>\n\u003Cp>OpenAI 也強調三個尺寸都更省。中等推理下，Sol 以約四分之一成本領先 Fable 5 11.4 分；Terra 和 Luna 則是在約十六分之一成本下贏過對手。\u003C\u002Fp>\u003Cul>\u003Cli>三款模型共用 100 萬 tokens 上下文。\u003C\u002Fli>\u003Cli>最大輸出長度是 128,000 tokens。\u003C\u002Fli>\u003Cli>知識截止日是 2026 年 2 月 16 日。\u003C\u002Fli>\u003Cli>OpenAI 釋出涵蓋 none、low、medium、high、xhigh、max 的成本圖表。\u003C\u002Fli>\u003C\u002Ful>\u003Cp>OpenAI 也點出自家比較中的弱項：它說 \u003Ca href=\"\u002Ftag\u002Fswe-bench\">SWE-Bench\u003C\u002Fa> Pro 約有 30% 任務疑似有問題，因為 Fable 5 在那裡拿到 80%，而 GPT-5.6 Sol 是 64.6%。\u003C\u002Fp>\u003Ch2>為什麼重要\u003C\u002Fh2>\u003Cp>對做 agent 的開發者來說，變化不只在分數。GPT-5.6 把更多編排能力放進 API：可程式化工具呼叫、多代理 subagents、以及 prompt cache breakpoints。\u003C\u002Fp>\n\u003Cfigure class=\"my-6\">\u003Cimg src=\"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1783971161406-a9i4.png\" alt=\"GPT-5.6 三模型上線：Luna、Terra、Sol\" class=\"rounded-xl w-full\" loading=\"lazy\" \u002F>\u003C\u002Ffigure>\n\u003Cp>這會直接影響團隊要寫多少 glue code。工具呼叫可用 JavaScript 協調多個工具，多代理能把工作拆成平行子任務，cache breakpoints 則讓 prompt 重用與成本控制更細。\u003C\u002Fp>\u003Cp>OpenAI 也新增 \u003Ccode>detail: original\u003C\u002Fcode> 給圖片請求，讓影像能直接處理，不必先縮放。對重視畫質或想少一層前處理的應用，這是實用\u003Ca href=\"\u002Fnews\u002Fgoogle-android-bench-update-gemini-gap-zh\">更新\u003C\u002Fa>。\u003C\u002Fp>\u003Cp>這次的價格帶與 \u003Ca href=\"\u002Ftag\u002Fbenchmark\">benchmark\u003C\u002Fa> 組合很清楚：OpenAI 同時在搶便宜的日常 agent 工作，和能扛長流程任務的旗艦模型。真正要看的，是 GPT-5.6 在真實專案裡的寫碼表現能不能跟工作流分數一樣強。\u003C\u002Fp>\u003Cp>問題已經不是「有沒有更大的模型」，而是「你的 agent 編排還要自己寫多少」。\u003C\u002Fp>","OpenAI 在 2026\u002F7\u002F9 推出 GPT-5.6 三款模型，Sol 在 Agents’ Last Exam 拿到 53.6，並加入工具呼叫與 subagents API。","simonwillison.net","https:\u002F\u002Fsimonwillison.net\u002F2026\u002FJul\u002F9\u002Fgpt-5-6\u002F",null,"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1783971158573-meez.png","model-release","zh","142b5945-8715-4a6f-b8dd-6c1b99296a95",[17,18,19,20,21],"OpenAI","GPT-5.6","agent","API","benchmark",[23,24,25],"Sol 在 Agents’ Last Exam 拿到 53.6 分，並以 13.1 分領先 Claude Fable 5。","GPT-5.6 共有 Luna、Terra、Sol 三款，價格與能力分層更明顯。","新 API 把工具呼叫、subagents、cache breakpoints 直接交給模型層處理。",0,"2026-07-13T19:32:15.259144+00:00","2026-07-13T19:32:15.246+00:00","0ccb5d2e-69f1-4354-a3e0-cb370221cd95",{"tags":31,"relatedLang":38,"relatedPosts":42},[32,33,35,36],{"name":19,"slug":19},{"name":17,"slug":34},"openai",{"name":21,"slug":21},{"name":20,"slug":37},"api",{"id":15,"slug":39,"title":40,"language":41},"gpt-5-6-luna-terra-sol-release-en","GPT-5.6 family lands with Luna, Terra, Sol","en",[43,49,55,61,67,73],{"id":44,"slug":45,"title":46,"cover_image":47,"image_url":47,"created_at":48,"category":13},"790479be-75fa-4a83-a596-2d9e13268225","gpt-56-sol-review-faster-coding-lower-cost-zh","GPT-5.6 Sol：更快更省，但分數不乾淨","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1783972980996-kj4o.png","2026-07-13T20:02:36.302834+00:00",{"id":50,"slug":51,"title":52,"cover_image":53,"image_url":53,"created_at":54,"category":13},"24833429-1179-4849-aa05-282db79cd17d","gpt-56-benchmarks-sol-coding-cost-zh","GPT-5.6 三層定價，Sol 先拿下編碼榜","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1783967561934-kysp.png","2026-07-13T18:32:16.404118+00:00",{"id":56,"slug":57,"title":58,"cover_image":59,"image_url":59,"created_at":60,"category":13},"cdab2dac-d0e2-42ac-9d6e-55b8af9a6236","gpt-56-turns-openai-into-a-model-menu-zh","GPT-5.6 把 OpenAI 變成模型選單","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1783814595090-jeht.png","2026-07-12T00:02:51.000704+00:00",{"id":62,"slug":63,"title":64,"cover_image":65,"image_url":65,"created_at":66,"category":13},"93c7ab50-dffa-41eb-8297-4e13a63f5189","seedream-5-pro-editable-ai-images-zh","Seedream 5.0 Pro 才是可編輯 AI 圖像工作的正解","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1783692176336-f5kw.png","2026-07-10T14:02:28.964583+00:00",{"id":68,"slug":69,"title":70,"cover_image":71,"image_url":71,"created_at":72,"category":13},"5893b34f-9415-4b10-aa35-f991ddc546c5","midjourney-v8-2-release-close-update-zh","Midjourney v8.2 釋出接近","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1783690369975-osej.png","2026-07-10T13:32:22.113763+00:00",{"id":74,"slug":75,"title":76,"cover_image":77,"image_url":77,"created_at":78,"category":13},"2e7d94e2-975b-4af7-87ce-fe3cf7bbd9af","tesla-model-y-l-launch-series-fsd-free-charging-zh","Tesla Model Y L 美國開賣，送FSD與充電","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1783625573085-88j2.png","2026-07-09T19:32:29.203613+00:00",[80,85,90,95,100,105,110,115,120,125],{"id":81,"slug":82,"title":83,"created_at":84},"58b64033-7eb6-49b9-9aab-01cf8ae1b2f2","nvidia-rubin-six-chips-one-ai-supercomputer-zh","NVIDIA Rubin 把六顆晶片塞進 AI 機櫃","2026-03-26T07:18:45.861277+00:00",{"id":86,"slug":87,"title":88,"created_at":89},"0dcc2c61-c2a6-480d-adb8-dd225fc68914","march-2026-ai-model-news-what-mattered-zh","2026 年 3 月 AI 模型新聞重點","2026-03-26T07:32:08.386348+00:00",{"id":91,"slug":92,"title":93,"created_at":94},"214ab08b-5ce5-4b5c-8b72-47619d8675dd","why-small-models-are-winning-on-device-ai-zh","小模型為何吃下裝置端 AI","2026-03-26T07:36:30.488966+00:00",{"id":96,"slug":97,"title":98,"created_at":99},"785624b2-0355-4b82-adc3-de5e45eecd88","midjourney-v8-faster-images-higher-costs-zh","Midjourney V8 變快了，也變貴了","2026-03-26T07:52:03.562971+00:00",{"id":101,"slug":102,"title":103,"created_at":104},"9e1044b4-946d-47fe-9e2a-c2ee032e1164","xiaomi-mimo-v2-pro-1t-moe-agents-zh","小米 MiMo-V2-Pro 登場：1T MoE 模型","2026-03-28T03:06:19.002353+00:00",{"id":106,"slug":107,"title":108,"created_at":109},"c4b6186f-bd84-4598-997e-c6e31d543c0d","cursor-composer-2-agentic-coding-model-zh","Cursor Composer 2 走向代理式寫碼","2026-03-28T03:13:06.422716+00:00",{"id":111,"slug":112,"title":113,"created_at":114},"e112e76f-ec3b-408f-810e-e93ae21a888a","apple-siri-gemini-distilled-models-zh","Apple Siri 牽手 Gemini 的真相","2026-03-29T04:52:57.886544+00:00",{"id":116,"slug":117,"title":118,"created_at":119},"c679b51f-194a-463b-87fc-7695256ff752","mimo-v2-pro-vs-omni-vs-flash-2026-zh","MiMo V2 Pro、Omni、Flash 怎麼選","2026-04-02T01:18:43.576128+00:00",{"id":121,"slug":122,"title":123,"created_at":124},"3b988fd7-6749-4f01-ba25-c0ad7486dc31","z-ai-glm-5v-turbo-design2code-claude-zh","GLM-5V-Turbo 在 Design2Code 贏了…","2026-04-02T04:03:36.31741+00:00",{"id":126,"slug":127,"title":128,"created_at":129},"975a7aef-030e-41a6-9401-1c6a342be68e","april-2026-ai-model-releases-zh","2026年4月 AI 模型更新追蹤","2026-04-02T08:45:33.308563+00:00"]