[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"article-swe-1-7-free-preview-devin-desktop-models-zh":3,"article-related-swe-1-7-free-preview-devin-desktop-models-zh":29,"series-tools-016cae64-c56a-4241-bd84-02892b93d0f8":74},{"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":11},"016cae64-c56a-4241-bd84-02892b93d0f8","swe-1-7-free-preview-devin-desktop-models-zh","SWE-1.7 免費預覽進 Devin Desktop","\u003Cp>寫 code 時，選模型常常先卡在速度和\u003Ca href=\"\u002Fnews\u002Fopus-5-cut-cost-without-losing-quality-zh\">成本\u003C\u002Fa>之間。\u003Ca href=\"https:\u002F\u002Fdocs.windsurf.com\u002F\" target=\"_blank\" rel=\"noopener\">Devin Desktop\u003C\u002Fa> 這次把可用模型整理進文件，讓使用者能直接看見各家選項。\u003C\u002Fp>\u003Cp data-speakable=\"summary\">Devin Desktop 更新模型清單，加入免費的 SWE-1.7 預覽版與 Lightning 版本。\u003C\u002Fp>\u003Ctable>\u003Cthead>\u003Ctr>\u003Cth>項目\u003C\u002Fth>\u003Cth>數值\u003C\u002Fth>\u003C\u002Ftr>\u003C\u002Fthead>\u003Ctbody>\u003Ctr>\u003Ctd>SWE-1.7 預覽結束\u003C\u002Ftd>\u003Ctd>8 月 8 日\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>SWE-1.7 Lightning\u003C\u002Ftd>\u003Ctd>Cerebras\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>列出模型家族\u003C\u002Ftd>\u003Ctd>SWE、Claude、GPT\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>舊版企業計費\u003C\u002Ftd>\u003Ctd>credits\u003C\u002Ftd>\u003C\u002Ftr>\u003C\u002Ftbody>\u003C\u002Ftable>\u003Ch2>發生了什麼\u003C\u002Fh2>\u003Cp>\u003Ca href=\"https:\u002F\u002Fdocs.windsurf.com\u002Fwindsurf\u002Fmodels\" target=\"_blank\" rel=\"noopener\">Devin Docs\u003C\u002Fa> 新增了 Devin Desktop 與 Devin CLI 的模型說明，並把模型選擇器放進 \u003Ca href=\"\u002Ftag\u002Fagent\">agent\u003C\u002Fa> 面板，方便直接查看價格與可用性。文件也提到，有些模型只限 Devin Local 使用，包含所有 GPT-5.6 變體，若還在 Cascade 裡切換，選單會先被鎖住。\u003C\u002Fp>\n\u003Cfigure class=\"my-6\">\u003Cimg src=\"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1785609167222-7gdi.png\" alt=\"SWE-1.7 免費預覽進 Devin Desktop\" class=\"rounded-xl w-full\" loading=\"lazy\" \u002F>\u003C\u002Ffigure>\n\u003Cp>這次最醒目的，是內建的 SWE 系列。\u003Ca href=\"https:\u002F\u002Fdocs.windsurf.com\u002Fwindsurf\u002Fmodels\" target=\"_blank\" rel=\"noopener\">SWE-1.7\u003C\u002Fa> 被標成 Cognition 最新的軟體工程模型，預覽期間免費，到 8 月 8 日為止。\u003Ca href=\"https:\u002F\u002Fdocs.windsurf.com\u002Fwindsurf\u002Fmodels\" target=\"_blank\" rel=\"noopener\">SWE-1.7 Lightning\u003C\u002Fa> 則跑在 Cerebras 上，主打更低延遲，適合要快速回饋的工作流。\u003C\u002Fp>\u003Cp>文件同時列出 SWE-1.6、SWE-1.6 Fast、SWE-1-mini、swe-grep 和 swe-check。這代表 Devin 不是只給一個大模型，而是把不同任務拆開，讓使用者自己挑對工具。\u003C\u002Fp>\u003Cul>\u003Cli>SWE-1.7：最新軟體工程模型，預覽期免費\u003C\u002Fli>\u003Cli>SWE-1.7 Lightning：同類模型，回應更快\u003C\u002Fli>\u003Cli>SWE-1-mini：負責 Tab 的被動建議\u003C\u002Fli>\u003Cli>swe-grep：做 context retrieval 與 Fast Context\u003C\u002Fli>\u003Cli>swe-check：支援 Quick Review 與常見錯誤檢查\u003C\u002Fli>\u003C\u002Ful>\u003Ch2>為什麼重要\u003C\u002Fh2>\u003Cp>對開發者來說，這不是單純多了一個名稱，而是模型路由變得更透明。現在可以把輕量模型留給補全，把快模型留給即時回饋，把較強的模型留給較大的工程任務，減少每次都用同一個模型的浪費。\u003C\u002Fp>\u003Cp>這種分工也會影響團隊日常節奏。當文件把用途、價格和可用性寫清楚後，工程師在排查 bug、做 review、抓 context 時，會更容易依任務切換，而不是靠猜測或習慣選模型。\u003C\u002Fp>\u003Cp>企業端的差異更直接。舊版方案仍以 \u003Ca href=\"\u002Ftag\u002Ftoken\">token\u003C\u002Fa> cost 和 credits 計算，新版企業方案則改用 ACUs 計費，模型選擇就會同時牽動速度、成本和配額。這讓模型選單不再只是介面細節，而是實際的支出控制點。\u003C\u002Fp>\u003Cp>真正的看點，是使用者最後會不會還是交給 Adaptive 自動選模型，還是當延遲和費用開始拉開差距時，改回手動調整。\u003C\u002Fp>\u003Ch2>背景與影響\u003C\u002Fh2>\u003Cp>這類更新反映出 coding agent 的\u003Ca href=\"\u002Fnews\u002F4-banks-building-2027-stablecoin-rival-zh\">競爭\u003C\u002Fa>重心正在變化。大家不只比誰的模型更強，也比誰能把不同模型放在對的位置，讓補全、檢索、審查和大任務各自跑在合適的成本帶上。\u003C\u002Fp>\n\u003Cfigure class=\"my-6\">\u003Cimg src=\"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1785609164766-g24i.png\" alt=\"SWE-1.7 免費預覽進 Devin Desktop\" class=\"rounded-xl w-full\" loading=\"lazy\" \u002F>\u003C\u002Ffigure>\n\u003Cp>對產品團隊來說，文件寫得越清楚，導入門檻就越低。特別是有多種計費方式並存時，開發者需要的是一眼看懂的\u003Ca href=\"\u002Fnews\u002Fstablecoin-rules-digital-dollars-work-zh\">規則\u003C\u002Fa>，而不是在設定頁裡反覆試錯。\u003C\u002Fp>\u003Cp>對想控制預算的團隊，這次更新也提供了一個明確訊號。免費預覽期、Lightning 低延遲、以及不同企業計費模式，已經把「選模型」變成一個會影響效率與帳單的日常決策。\u003C\u002Fp>","Devin Desktop 更新模型選單，加入免費的 SWE-1.7 預覽版與 Lightning 版本，並把 Claude、GPT、SWE 系列的用途與計費差異一次列清楚。","docs.windsurf.com","https:\u002F\u002Fdocs.windsurf.com\u002Fwindsurf\u002Fmodels",null,"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1785609167222-7gdi.png","tools","zh","c1a4b413-16f2-4dac-bcea-7797060bca78",[17,18,19,20,21],"Devin Desktop","SWE-1.7","模型選擇","coding agent","Cerebras",[23,24,25],"Devin Desktop 把 SWE、Claude、GPT 等模型選項整理進文件，並提供選擇器入口。","SWE-1.7 在預覽期免費到 8 月 8 日，Lightning 版本則跑在 Cerebras 上主打低延遲。","對開發者和企業來說，模型選擇現在直接影響速度、任務分工與計費。",1,"2026-08-01T18:32:20.92531+00:00","2026-08-01T18:32:20.915+00:00",{"tags":30,"relatedLang":33,"relatedPosts":37},[31],{"name":20,"slug":32},"coding-agent",{"id":15,"slug":34,"title":35,"language":36},"swe-1-7-free-preview-devin-desktop-models-en","SWE-1.7 free preview lands in Devin Desktop","en",[38,44,50,56,62,68],{"id":39,"slug":40,"title":41,"cover_image":42,"image_url":42,"created_at":43,"category":13},"c270e83a-3911-4744-b99e-742cb230e814","windsurf-intellij-plugin-shortcut-not-strategy-zh","Windsurf 的 IntelliJ 外掛是捷徑，不是策略","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1785610964540-25y5.png","2026-08-01T19:02:18.303525+00:00",{"id":45,"slug":46,"title":47,"cover_image":48,"image_url":48,"created_at":49,"category":13},"3530e516-3a52-4f6a-81ef-a10add7fe2e9","vibe-island-changelog-right-product-bets-zh","Vibe Island 的 changelog 證明：先修最煩的地方，才算做對…","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1785502965252-qv5d.png","2026-07-31T13:02:18.235733+00:00",{"id":51,"slug":52,"title":53,"cover_image":54,"image_url":54,"created_at":55,"category":13},"c7a3c95d-cc0e-4d19-914d-c5e2c1bc4c1d","openai-newsroom-announcements-digest-zh","OpenAI 新聞頁變成摘要流","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1785484991807-uzot.png","2026-07-31T08:02:47.590726+00:00",{"id":57,"slug":58,"title":59,"cover_image":60,"image_url":60,"created_at":61,"category":13},"94bfffe8-1b9b-45d1-9f3f-1d9355b3b604","monthly-trends-true-momentum-zh","月更趨勢讓你抓真動能","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1785457986351-shhu.png","2026-07-31T00:32:45.910373+00:00",{"id":63,"slug":64,"title":65,"cover_image":66,"image_url":66,"created_at":67,"category":13},"08934fb6-86f4-403a-8994-bf1fe56119f2","rust-vs-go-pick-the-right-fit-2026-zh","Rust 跟 Go 讓你選對","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1785456212613-cq9n.png","2026-07-31T00:03:09.89311+00:00",{"id":69,"slug":70,"title":71,"cover_image":72,"image_url":72,"created_at":73,"category":13},"7728a9ff-94f5-4aa9-82ec-14808cf8390d","docker-engine-ubuntu-official-repo-path-zh","Ubuntu 上安裝 Docker Engine，官方倉庫才是正路","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1785400366782-21jz.png","2026-07-30T08:32:17.898811+00:00",[75,80,85,90,95,100,105,110,115,120],{"id":76,"slug":77,"title":78,"created_at":79},"855cd52f-6fab-46cc-a7c1-42195e8a0de4","surepath-real-time-mcp-policy-controls-zh","SurePath 推出即時 MCP 政策控管","2026-03-26T07:57:40.77233+00:00",{"id":81,"slug":82,"title":83,"created_at":84},"9b19ab54-edef-4dbd-9ce4-a51e4bae4ebb","mcp-in-2026-the-ai-tool-layer-teams-use-zh","2026 年 MCP：團隊真的在用的 AI 工具層","2026-03-26T08:01:46.589694+00:00",{"id":86,"slug":87,"title":88,"created_at":89},"af9c46c3-7a28-410b-9f04-32b3de30a68c","prompting-in-2026-what-actually-works-zh","2026 提示工程，真正有用的是什麼","2026-03-26T08:08:12.453028+00:00",{"id":91,"slug":92,"title":93,"created_at":94},"05553086-6ed0-4758-81fd-6cab24b575e0","garry-tan-open-sources-claude-code-toolkit-zh","Garry Tan 開源 Claude Code 工具包","2026-03-26T08:26:20.068737+00:00",{"id":96,"slug":97,"title":98,"created_at":99},"042a73a2-18a2-433d-9e8f-9802b9559aac","github-ai-projects-to-watch-in-2026-zh","2026 必看 20 個 GitHub AI 專案","2026-03-26T08:28:09.619964+00:00",{"id":101,"slug":102,"title":103,"created_at":104},"a5f94120-ac0d-4483-9a8b-63590071ac6a","claude-code-vs-cursor-2026-zh","Claude Code 與 Cursor 深度對比：202…","2026-03-26T13:27:14.279193+00:00",{"id":106,"slug":107,"title":108,"created_at":109},"0975afa1-e0c7-4130-a20d-d890eaed995e","practical-github-guide-learning-ml-2026-zh","2026 機器學習入門 GitHub 實用指南","2026-03-27T01:16:49.712576+00:00",{"id":111,"slug":112,"title":113,"created_at":114},"bfdb467a-290f-4a80-b3a9-6f081afb6dff","aiml-2026-student-ai-ml-lab-repo-review-zh","AIML-2026：像課綱的學生實驗 Repo","2026-03-27T01:21:51.467798+00:00",{"id":116,"slug":117,"title":118,"created_at":119},"80cabc3e-09fc-4ff5-8f07-b8d68f5ae545","ai-trending-github-repos-and-research-feeds-zh","AI Trending：把 AI 資源收成一張表","2026-03-27T01:31:35.262183+00:00",{"id":121,"slug":122,"title":123,"created_at":124},"3ce6e6e2-bac5-463e-9f8d-45caabcc61f7","awesome-ai-for-science-research-tools-map-zh","AI 科研工具清單，開始像地圖了","2026-03-27T01:46:50.521945+00:00"]