[{"data":1,"prerenderedAt":1433},["ShallowReactive",2],{"header-counts":3,"footer-counts":6,"compare-deepseek-coder-vs-marscode":9,"compare-a-deepseek-coder":10,"compare-b-marscode":900},{"tools":4,"reviews":5},78,26,{"tools":4,"reviews":5,"playbooks":7,"news":8},22,21,null,{"id":11,"title":12,"alternatives":13,"api_compatible":17,"body":19,"category":826,"chinese_friendly":320,"cover":827,"description":828,"domestic":829,"extension":830,"faq":9,"free":829,"github":831,"languages":832,"lastVerified":9,"meta":835,"models":836,"navigation":839,"notSuitable":840,"opensource":839,"path":845,"pillar":846,"platforms":847,"priceTable":852,"pricing":863,"published":864,"relatedPlaybooks":9,"relatedReviews":9,"score":865,"self_host":839,"seo":866,"seoTitle":867,"slug":868,"sources":869,"stem":884,"suitable":885,"tagline":891,"tags":892,"updated":864,"verdict":898,"website":872,"__hash__":899},"tools\u002Ftools\u002Fcoding\u002Fcopilot\u002Fdeepseek-coder.md","DeepSeek Coder",[14,15,16],"coding\u002Fcopilot\u002Fcodegeex","coding\u002Fcopilot\u002Ftongyi-lingma","coding\u002Fcopilot\u002Fmarscode",[18],"openai",{"type":20,"value":21,"toc":809},"minimark",[22,26,39,46,56,59,64,157,164,168,171,184,187,190,193,265,268,272,392,395,399,402,416,419,423,466,469,477,480,563,573,576,705,711,725,729,735,741,747,753,763,766,805],[23,24,25],"h2",{"id":25},"一句话结论",[27,28,29,30,34,35,38],"p",{},"DeepSeek Coder 是",[31,32,33],"strong",{},"国产开源编程模型的标杆","。2026 年 V4 API 全面开放后，配合 VS Code 的 Continue\u002FCline 插件，可以",[31,36,37],{},"零成本实现接近 Cursor 的 Agent 编程体验","——月成本从 Cursor 的 $20 降到 DeepSeek API 的 ¥10 以内。",[27,40,41,42,45],{},"它的优势是",[31,43,44],{},"极致性价比 + 中文理解一流 + 开源可本地部署","。短板是需要自行配置工具链（不像通义灵码\u002FMarsCode 那样开箱即用），且模型能力略弱于 Claude Sonnet 4。",[47,48,50],"callout",{"type":49},"info",[27,51,52,55],{},[31,53,54],{},"最佳实践","：VS Code + Continue 插件 + DeepSeek V4 API。补全用 DeepSeek（便宜），复杂 Agent 任务切 Claude（质量高）。两者月成本约 ¥50-100，体验接近 Cursor Pro。",[23,57,58],{"id":58},"核心能力",[60,61,63],"h3",{"id":62},"deepseek-v4-编程模型","DeepSeek V4 编程模型",[65,66,67,86],"table",{},[68,69,70],"thead",{},[71,72,73,77,80,83],"tr",{},[74,75,76],"th",{},"参数",[74,78,79],{},"DeepSeek V4",[74,81,82],{},"Claude Sonnet 4",[74,84,85],{},"GPT-5",[87,88,89,103,117,130,144],"tbody",{},[71,90,91,95,98,101],{},[92,93,94],"td",{},"上下文窗口",[92,96,97],{},"128K",[92,99,100],{},"200K",[92,102,97],{},[71,104,105,108,111,114],{},[92,106,107],{},"编程 Benchmark",[92,109,110],{},"SWE-Bench 55%",[92,112,113],{},"SWE-Bench 72%",[92,115,116],{},"SWE-Bench 68%",[71,118,119,122,125,128],{},[92,120,121],{},"中文理解",[92,123,124],{},"★★★★★",[92,126,127],{},"★★★★☆",[92,129,127],{},[71,131,132,135,138,141],{},[92,133,134],{},"API 价格",[92,136,137],{},"￥1\u002F百万 token",[92,139,140],{},"$15\u002F百万 token",[92,142,143],{},"$10\u002F百万 token",[71,145,146,149,152,155],{},[92,147,148],{},"开源",[92,150,151],{},"✅",[92,153,154],{},"❌",[92,156,154],{},[27,158,159,160,163],{},"DeepSeek V4 的编程能力约为 Claude Sonnet 4 的 75-80%，但",[31,161,162],{},"API 价格只有 Claude 的 1\u002F100","。对于日常补全和中等复杂度的 Agent 任务，性价比极高。",[60,165,167],{"id":166},"_128k-上下文","128K 上下文",[27,169,170],{},"128K token 上下文可以覆盖大部分中型项目的单次分析需求：",[172,173,174,178,181],"ul",{},[175,176,177],"li",{},"约 3-5 万行代码",[175,179,180],{},"完整的 API 文档 + 代码库",[175,182,183],{},"长对话历史 + 项目上下文",[27,185,186],{},"对于超大型项目（10 万行+），需要配合 RAG 或分块策略。",[60,188,189],{"id":189},"多语言编程支持",[27,191,192],{},"DeepSeek Coder 在以下语言表现最好：",[65,194,195,208],{},[68,196,197],{},[71,198,199,202,205],{},[74,200,201],{},"语言",[74,203,204],{},"补全质量",[74,206,207],{},"Agent 能力",[87,209,210,219,228,237,247,256],{},[71,211,212,215,217],{},[92,213,214],{},"Python",[92,216,124],{},[92,218,127],{},[71,220,221,224,226],{},[92,222,223],{},"JavaScript\u002FTypeScript",[92,225,124],{},[92,227,127],{},[71,229,230,233,235],{},[92,231,232],{},"Java",[92,234,127],{},[92,236,127],{},[71,238,239,242,244],{},[92,240,241],{},"Go",[92,243,127],{},[92,245,246],{},"★★★☆☆",[71,248,249,252,254],{},[92,250,251],{},"C\u002FC++",[92,253,127],{},[92,255,246],{},[71,257,258,261,263],{},[92,259,260],{},"Rust",[92,262,246],{},[92,264,246],{},[23,266,267],{"id":267},"使用方式",[60,269,271],{"id":270},"方式-1api-vs-code-continue推荐","方式 1：API + VS Code Continue（推荐）",[273,274,279],"pre",{"className":275,"code":276,"language":277,"meta":278,"style":278},"language-bash shiki shiki-themes github-light github-dark","# 1. 安装 VS Code Continue 插件\n# 2. 配置 config.json\n{\n  \"models\": [{\n    \"title\": \"DeepSeek V4\",\n    \"provider\": \"openai\",\n    \"model\": \"deepseek-chat\",\n    \"apiBase\": \"https:\u002F\u002Fapi.deepseek.com\u002Fv1\",\n    \"apiKey\": \"your-api-key\"\n  }]\n}\n# 3. 开始使用\n","bash","",[280,281,282,291,297,304,318,330,341,352,363,374,380,386],"code",{"__ignoreMap":278},[283,284,287],"span",{"class":285,"line":286},"line",1,[283,288,290],{"class":289},"sJ8bj","# 1. 安装 VS Code Continue 插件\n",[283,292,294],{"class":285,"line":293},2,[283,295,296],{"class":289},"# 2. 配置 config.json\n",[283,298,300],{"class":285,"line":299},3,[283,301,303],{"class":302},"sVt8B","{\n",[283,305,307,311,315],{"class":285,"line":306},4,[283,308,310],{"class":309},"sScJk","  \"models\"",[283,312,314],{"class":313},"sj4cs",":",[283,316,317],{"class":302}," [{\n",[283,319,321,324,326],{"class":285,"line":320},5,[283,322,323],{"class":309},"    \"title\"",[283,325,314],{"class":313},[283,327,329],{"class":328},"sZZnC"," \"DeepSeek V4\",\n",[283,331,333,336,338],{"class":285,"line":332},6,[283,334,335],{"class":309},"    \"provider\"",[283,337,314],{"class":313},[283,339,340],{"class":328}," \"openai\",\n",[283,342,344,347,349],{"class":285,"line":343},7,[283,345,346],{"class":309},"    \"model\"",[283,348,314],{"class":313},[283,350,351],{"class":328}," \"deepseek-chat\",\n",[283,353,355,358,360],{"class":285,"line":354},8,[283,356,357],{"class":309},"    \"apiBase\"",[283,359,314],{"class":313},[283,361,362],{"class":328}," \"https:\u002F\u002Fapi.deepseek.com\u002Fv1\",\n",[283,364,366,369,371],{"class":285,"line":365},9,[283,367,368],{"class":309},"    \"apiKey\"",[283,370,314],{"class":313},[283,372,373],{"class":328}," \"your-api-key\"\n",[283,375,377],{"class":285,"line":376},10,[283,378,379],{"class":302},"  }]\n",[283,381,383],{"class":285,"line":382},11,[283,384,385],{"class":302},"}\n",[283,387,389],{"class":285,"line":388},12,[283,390,391],{"class":289},"# 3. 开始使用\n",[27,393,394],{},"月成本：¥5-20（日常补全 + 偶尔 Agent 任务）",[60,396,398],{"id":397},"方式-2api-clineagent-模式","方式 2：API + Cline（Agent 模式）",[27,400,401],{},"Cline 是 VS Code 的 Agent 插件，配合 DeepSeek V4 可以实现：",[172,403,404,407,410,413],{},[175,405,406],{},"多文件修改",[175,408,409],{},"自动跑测试",[175,411,412],{},"终端命令执行",[175,414,415],{},"Bug 修复",[27,417,418],{},"月成本：¥10-50（取决于 Agent 任务频率）",[60,420,422],{"id":421},"方式-3本地部署","方式 3：本地部署",[273,424,426],{"className":275,"code":425,"language":277,"meta":278,"style":278},"# 使用 Ollama 本地部署\nollama pull deepseek-coder-v2:16b\n# 或使用 vLLM 部署 236B 完整版\npython -m vllm.entrypoints.openai.api_server --model deepseek-ai\u002Fdeepseek-coder-v2-instruct\n",[280,427,428,433,444,449],{"__ignoreMap":278},[283,429,430],{"class":285,"line":286},[283,431,432],{"class":289},"# 使用 Ollama 本地部署\n",[283,434,435,438,441],{"class":285,"line":293},[283,436,437],{"class":309},"ollama",[283,439,440],{"class":328}," pull",[283,442,443],{"class":328}," deepseek-coder-v2:16b\n",[283,445,446],{"class":285,"line":299},[283,447,448],{"class":289},"# 或使用 vLLM 部署 236B 完整版\n",[283,450,451,454,457,460,463],{"class":285,"line":306},[283,452,453],{"class":309},"python",[283,455,456],{"class":313}," -m",[283,458,459],{"class":328}," vllm.entrypoints.openai.api_server",[283,461,462],{"class":313}," --model",[283,464,465],{"class":328}," deepseek-ai\u002Fdeepseek-coder-v2-instruct\n",[27,467,468],{},"本地部署需要：",[172,470,471,474],{},[175,472,473],{},"16B 模型：~12GB VRAM（RTX 4090 可跑）",[175,475,476],{},"236B 模型：~480GB VRAM（多卡服务器）",[23,478,479],{"id":479},"价格对比",[65,481,482,495],{},[68,483,484],{},[71,485,486,489,492],{},[74,487,488],{},"方案",[74,490,491],{},"月成本",[74,493,494],{},"体验",[87,496,497,508,519,530,541,552],{},[71,498,499,502,505],{},[92,500,501],{},"DeepSeek API + Continue",[92,503,504],{},"¥5-20",[92,506,507],{},"接近 Copilot 补全",[71,509,510,513,516],{},[92,511,512],{},"DeepSeek API + Cline",[92,514,515],{},"¥10-50",[92,517,518],{},"接近 Cursor Agent",[71,520,521,524,527],{},[92,522,523],{},"Cursor Pro",[92,525,526],{},"¥145 ($20)",[92,528,529],{},"最佳体验",[71,531,532,535,538],{},[92,533,534],{},"GitHub Copilot",[92,536,537],{},"¥72 ($10)",[92,539,540],{},"补全标杆",[71,542,543,546,549],{},[92,544,545],{},"通义灵码",[92,547,548],{},"免费",[92,550,551],{},"国产补全标杆",[71,553,554,557,560],{},[92,555,556],{},"本地部署",[92,558,559],{},"¥0（电费）",[92,561,562],{},"需要 GPU",[27,564,565,568,569,572],{},[31,566,567],{},"结论","：DeepSeek API + Continue\u002FCline 是",[31,570,571],{},"性价比最高的 AI 编程方案","，月成本 ¥10-50 即可获得接近 Cursor 的体验。",[23,574,575],{"id":575},"与同类对比",[65,577,578,595],{},[68,579,580],{},[71,581,582,585,587,589,592],{},[74,583,584],{},"维度",[74,586,12],{},[74,588,545],{},[74,590,591],{},"CodeGeeX",[74,593,594],{},"MarsCode",[87,596,597,613,626,638,652,664,678,691],{},[71,598,599,602,605,608,610],{},[92,600,601],{},"类型",[92,603,604],{},"开源模型 + 插件",[92,606,607],{},"IDE 插件",[92,609,607],{},[92,611,612],{},"IDE 插件 + IDE",[71,614,615,617,619,621,624],{},[92,616,148],{},[92,618,151],{},[92,620,154],{},[92,622,623],{},"✅ 模型开源",[92,625,154],{},[71,627,628,630,632,634,636],{},[92,629,556],{},[92,631,151],{},[92,633,154],{},[92,635,151],{},[92,637,154],{},[71,639,640,643,646,648,650],{},[92,641,642],{},"价格",[92,644,645],{},"免费\u002F极低",[92,647,548],{},[92,649,548],{},[92,651,548],{},[71,653,654,656,658,660,662],{},[92,655,204],{},[92,657,127],{},[92,659,127],{},[92,661,246],{},[92,663,127],{},[71,665,666,668,671,673,676],{},[92,667,207],{},[92,669,670],{},"★★★★☆ (需配 Cline)",[92,672,246],{},[92,674,675],{},"★★☆☆☆",[92,677,127],{},[71,679,680,683,685,687,689],{},[92,681,682],{},"中文体验",[92,684,124],{},[92,686,124],{},[92,688,127],{},[92,690,127],{},[71,692,693,696,699,701,703],{},[92,694,695],{},"开箱即用",[92,697,698],{},"❌ 需配置",[92,700,151],{},[92,702,151],{},[92,704,151],{},[27,706,707,710],{},[31,708,709],{},"选型建议","：",[172,712,713,716,719,722],{},[175,714,715],{},"想要开箱即用 → 通义灵码 \u002F MarsCode",[175,717,718],{},"想要本地部署\u002F开源 → DeepSeek Coder",[175,720,721],{},"想要最强 Agent 体验 → DeepSeek API + Cline",[175,723,724],{},"想要零成本 → 本地部署 DeepSeek + Continue",[23,726,728],{"id":727},"faq","FAQ",[27,730,731,734],{},[31,732,733],{},"Q：DeepSeek V4 和 DeepSeek Coder V2 什么区别？","\nV4 是通用大模型（编程能力强），Coder V2 是专门的编程模型。V4 整体能力更强，推荐用 V4。Coder V2 适合本地部署（有 16B 小模型版本）。",[27,736,737,740],{},[31,738,739],{},"Q：DeepSeek API 稳定吗？","\n2026 年 V4 全面开放后稳定性大幅提升，API 可用率约 99.5%。高峰期偶有延迟增高，但不影响日常使用。",[27,742,743,746],{},[31,744,745],{},"Q：能替代 Cursor 吗？","\n补全可以替代，Agent 能力差一截。DeepSeek + Cline 的 Agent 体验约为 Cursor 的 70-80%，但成本只有 1\u002F10。预算敏感的用户完全可以接受。",[27,748,749,752],{},[31,750,751],{},"Q：本地部署需要什么硬件？","\n16B 量化版需要 ~12GB VRAM（RTX 4090 \u002F RTX 3090 可跑）。完整 236B 需要多卡服务器（8×A100 80GB）。大多数个人用户选择 API 方式更实际。",[27,754,755,758,759,762],{},[31,756,757],{},"Q：和 Kimi Code \u002F MiMo Code 比，DeepSeek Coder 优势在哪？","\nDeepSeek 的优势是",[31,760,761],{},"生态成熟","——API 稳定、社区大、工具链完善（Continue\u002FCline\u002FAider 都支持）。Kimi Code 和 MiMo Code 更新更激进但生态还在建设期。",[23,764,765],{"id":765},"相关阅读",[172,767,768,775,781,787,793,799],{},[175,769,770],{},[771,772,774],"a",{"href":773},"\u002Fcoding\u002Fcopilot\u002Fcodegeex.html","CodeGeeX 工具卡",[175,776,777],{},[771,778,780],{"href":779},"\u002Fcoding\u002Fcopilot\u002Ftongyi-lingma.html","通义灵码 工具卡",[175,782,783],{},[771,784,786],{"href":785},"\u002Fcoding\u002Fcopilot\u002Fmarscode.html","MarsCode 工具卡",[175,788,789],{},[771,790,792],{"href":791},"\u002Freview\u002Fcopilot-four-comparison.html","国产 Copilot 四强横评",[175,794,795],{},[771,796,798],{"href":797},"\u002Fcoding\u002Fagent\u002Fcontinue.html","Continue 工具卡",[175,800,801],{},[771,802,804],{"href":803},"\u002Fcoding\u002Fcli\u002Fcline.html","Cline 工具卡",[806,807,808],"style",{},"html pre.shiki code .sJ8bj, html code.shiki .sJ8bj{--shiki-default:#6A737D;--shiki-dark:#6A737D}html pre.shiki code .sVt8B, html code.shiki .sVt8B{--shiki-default:#24292E;--shiki-dark:#E1E4E8}html pre.shiki code .sScJk, html code.shiki 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CodeGeeX\u002F通义灵码对比、适用场景。",false,"md","https:\u002F\u002Fgithub.com\u002Fdeepseek-ai\u002FDeepSeek-Coder",[833,834],"zh","en",{},[837,838],"deepseek-v4","deepseek-coder-v2",true,[841,842,843,844],"需要开箱即用的 IDE 插件体验（需要自行配置工具链）","需要最强模型能力（DeepSeek 略弱于 Claude Sonnet 4）","没有 GPU 且不想用 API 的用户","需要企业级管控和审计的团队","\u002Ftools\u002Fcoding\u002Fcopilot\u002Fdeepseek-coder","coding",[848,849,850,851],"web","windows","macos","linux",[853,858],{"plan":854,"price":855,"limit":856,"cn_pay":857,"note":562},"开源模型","$0","自行部署，无限制","—",{"plan":859,"price":137,"limit":860,"cn_pay":861,"note":862},"API（V4）","按量计费","✅ 支付宝\u002F微信","最便宜的顶级 API","免费（开源模型）\u002F API 按 token 计费","2026-07-04",{"power":306,"ux":299,"price":320,"cn_support":320,"stability":306},{"title":12,"description":828},"DeepSeek Coder 评测 2026：深度求索开源编程模型，V4 API 全面开放","coding\u002Fcopilot\u002Fdeepseek-coder",[870,873,875,878,881],{"title":871,"url":872},"DeepSeek 官网","https:\u002F\u002Fwww.deepseek.com",{"title":874,"url":831},"DeepSeek Coder GitHub",{"title":876,"url":877},"DeepSeek V4 + VS Code 实测","https:\u002F\u002Fm.toutiao.com\u002Fgroup\u002F7651498750988485166\u002F",{"title":879,"url":880},"国产之光 DeepSeek Code","https:\u002F\u002Fm.toutiao.com\u002Fgroup\u002F7649438670730117659\u002F",{"title":882,"url":883},"DeepSeek 本地部署指南","https:\u002F\u002Fblog.csdn.net\u002Fgitblog_00848\u002Farticle\u002Fdetails\u002F151922381","tools\u002Fcoding\u002Fcopilot\u002Fdeepseek-coder",[886,887,888,889,890],"预算敏感的个人开发者（免费或极低成本）","需要本地部署 \u002F 私有化的团队","中文注释为主的代码库","想要 BYOK 自由切换模型的用户","配合 Continue\u002FCline 在 VS Code 里实现 Agent 编程","深度求索开源编程模型，V4 API 全面开放，国产编程之光",[826,893,894,895,896,897],"deepseek","opensource","chinese","local-deploy","api","国产开源编程模型标杆。V4 API 全面开放、128K 上下文、配合 Continue\u002FCline 可免费实现 Cursor 级体验。中文理解一流，本地部署友好，但需要自行搭建工具链。","5tASkstzUFsuRvobW5i6wJvn7nvUQ6bYoSbrbLtC15I",{"id":901,"title":902,"alternatives":903,"api_compatible":9,"body":906,"category":826,"chinese_friendly":320,"cover":1360,"description":1361,"domestic":829,"extension":830,"faq":1362,"free":829,"github":9,"languages":1375,"lastVerified":9,"meta":1376,"models":9,"navigation":839,"notSuitable":9,"opensource":829,"path":1377,"pillar":846,"platforms":1378,"priceTable":1381,"pricing":1400,"published":1401,"relatedPlaybooks":1402,"relatedReviews":1405,"score":1408,"self_host":829,"seo":1409,"seoTitle":1410,"slug":16,"sources":1411,"stem":1419,"suitable":9,"tagline":1420,"tags":1421,"updated":1414,"verdict":1430,"website":1431,"__hash__":1432},"tools\u002Ftools\u002Fcoding\u002Fcopilot\u002Fmarscode.md","豆包 MarsCode \u002F TRAE",[904,15,14,905],"coding\u002Fide\u002Ftrae","coding\u002Fcopilot\u002Fgithub-copilot",{"type":20,"value":907,"toc":1348},[908,912,919,939,946,956,959,961,1011,1015,1018,1031,1036,1040,1045,1065,1070,1087,1090,1114,1117,1232,1235,1267,1271,1294,1296,1321,1324],[23,909,911],{"id":910},"tldr","TL;DR",[27,913,914,915,918],{},"豆包 MarsCode 是字节跳动 2024 年推出的 AI 编程助手，2025 年品牌升级为 ",[31,916,917],{},"TRAE","（The Real AI Engineer）。产品现在三件套：",[172,920,921,927,933],{},[175,922,923,926],{},[31,924,925],{},"TRAE 桌面端","：AI 原生 IDE，主打 Builder \u002F SOLO \u002F Chat 多模式",[175,928,929,932],{},[31,930,931],{},"TRAE 插件（原 MarsCode 编程助手）","：VS Code \u002F JetBrains 插件形态",[175,934,935,938],{},[31,936,937],{},"MarsCode Cloud IDE","：浏览器云开发环境",[27,940,941,942,945],{},"底层走豆包大模型 + 字节方舟多模型路由。",[31,943,944],{},"核心免费 + 中文体验顶级 + Builder \u002F SOLO 自主模式","，是国内最低门槛的 AI 编程入口之一。",[947,948,949],"blockquote",{},[27,950,951,952,955],{},"⚠️ 重要：TRAE IDE 桌面端的完整评测见 ",[771,953,954],{"href":954},"\u002Ftools\u002Fcoding\u002Fide\u002Ftrae","。本文聚焦 MarsCode \u002F TRAE 插件 + Cloud IDE 形态。",[27,957,958],{},"适合：国内开发者零成本上手、想做小程序 \u002F 字节生态业务、需要 Cloud IDE 远程开发、追求中文体验顶级的用户。不适合：海外纯英文团队、对官方持续承诺免费有刚性预期的团队。",[23,960,58],{"id":58},[172,962,963,969,975,981,987,993,999,1005],{},[175,964,965,968],{},[31,966,967],{},"TRAE 插件","：补全 \u002F Code Generation \u002F 代码解释 \u002F Bug Fix \u002F 多模型切换 \u002F Builder Mode",[175,970,971,974],{},[31,972,973],{},"SOLO 模式（桌面端）","：AI 全流程自主开发，编辑器 + 终端 + 浏览器一体",[175,976,977,980],{},[31,978,979],{},"Builder 模式","：自然语言一句话生成项目框架（含 Dockerfile）",[175,982,983,986],{},[31,984,985],{},"Chat 模式","：跨文件代码调试与优化，全链路问题定位",[175,988,989,992],{},[31,990,991],{},"多模态引擎","：Figma → 响应式 CSS、移动端布局适配",[175,994,995,998],{},[31,996,997],{},"Cloud IDE","：浏览器云端环境、Git 仓库导入、模板项目、实时预览",[175,1000,1001,1004],{},[31,1002,1003],{},"50+ 语言、100+ 框架","：含微信 \u002F 支付宝 \u002F 抖音小程序、Taro \u002F uni-app",[175,1006,1007,1010],{},[31,1008,1009],{},"企业版","：团队协作 \u002F 权限管理 \u002F 工作区、咨询定制",[23,1012,1014],{"id":1013},"价格2026-06","价格（2026-06）",[27,1016,1017],{},"基础三件套全免费。重度场景：",[172,1019,1020,1026],{},[175,1021,1022,1025],{},[31,1023,1024],{},"方舟 Coding Plan","：字节方舟平台订阅，含高级模型 \u002F 高额度（咨询）",[175,1027,1028,1030],{},[31,1029,1009],{},"：团队协作 \u002F 权限 \u002F 定制 AI 方案，400-034-7888",[947,1032,1033],{},[27,1034,1035],{},"与 GitHub Copilot $10\u002F月 相比，TRAE 插件 + 桌面端基础功能完全免费且字节算力支撑。",[23,1037,1039],{"id":1038},"实测小程序-nextjs-项目","实测（小程序 + Next.js 项目）",[27,1041,1042],{},[31,1043,1044],{},"亮点：",[172,1046,1047,1050,1053,1056,1059,1062],{},[175,1048,1049],{},"国产框架适配优秀：Taro 生命周期、Ant Design Pro 语法准确，写小程序代码不用查文档",[175,1051,1052],{},"Builder 模式生成 Next.js 商品页面 8 分钟内可跑",[175,1054,1055],{},"SOLO 模式给『部署购物车』指令，AI 自动跑 PRD → 代码 → 测试，整段流程闭环",[175,1057,1058],{},"中文需求识别接近 100%，海外工具常见的语义偏差几乎没有",[175,1060,1061],{},"Cloud IDE 响应 \u003C 1.5 秒，远程开发体验顺滑",[175,1063,1064],{},"数据：声称代码生成准确率 98%、不用于模型训练",[27,1066,1067],{},[31,1068,1069],{},"踩坑：",[172,1071,1072,1075,1078,1081,1084],{},[175,1073,1074],{},"SOLO 模式偶尔卡在『构思 → 执行』过渡，需手动 retry",[175,1076,1077],{},"桌面端和插件功能差异：Builder 在桌面端更顺",[175,1079,1080],{},"客户端首次启动加载较慢",[175,1082,1083],{},"海外节点访问国内代码仓不稳",[175,1085,1086],{},"文档对老牌 IDE（如 Vim）支持稀薄",[23,1088,1089],{"id":1089},"上手",[1091,1092,1093,1099,1102,1105,1108,1111],"ol",{},[175,1094,1095,1096],{},"trae.cn 下载桌面端（Win \u002F macOS \u002F Linux）—— ",[31,1097,1098],{},"桌面端是当下产品主力",[175,1100,1101],{},"或 VS Code \u002F JetBrains 装 \"TRAE\" 插件（原 MarsCode 编程助手）",[175,1103,1104],{},"字节账号登录",[175,1106,1107],{},"Builder 模式：写一句『生成 Next.js 后台模板』 → 生成完整项目",[175,1109,1110],{},"SOLO 模式：写需求 → AI 全自动跑",[175,1112,1113],{},"Cloud IDE：访问 marscode.com 用浏览器云端开发",[23,1115,1116],{"id":1116},"对比",[65,1118,1119,1136],{},[68,1120,1121],{},[71,1122,1123,1125,1128,1130,1133],{},[74,1124,584],{},[74,1126,1127],{},"TRAE \u002F MarsCode",[74,1129,545],{},[74,1131,1132],{},"Comate",[74,1134,1135],{},"CodeBuddy",[87,1137,1138,1154,1171,1187,1201,1217],{},[71,1139,1140,1143,1145,1148,1151],{},[92,1141,1142],{},"个人价格",[92,1144,548],{},[92,1146,1147],{},"免费起",[92,1149,1150],{},"免费 \u002F 59",[92,1152,1153],{},"免费 \u002F 58",[71,1155,1156,1159,1162,1165,1168],{},[92,1157,1158],{},"主力模型",[92,1160,1161],{},"豆包大模型",[92,1163,1164],{},"Qwen3-Coder",[92,1166,1167],{},"文心",[92,1169,1170],{},"混元 + DeepSeek V3",[71,1172,1173,1176,1179,1181,1184],{},[92,1174,1175],{},"自主 Agent",[92,1177,1178],{},"✅ Builder + SOLO",[92,1180,151],{},[92,1182,1183],{},"✅ Zulu",[92,1185,1186],{},"✅ Craft",[71,1188,1189,1191,1194,1197,1199],{},[92,1190,997],{},[92,1192,1193],{},"✅ 原 MarsCode",[92,1195,1196],{},"弱",[92,1198,1196],{},[92,1200,1196],{},[71,1202,1203,1206,1209,1212,1214],{},[92,1204,1205],{},"小程序支持",[92,1207,1208],{},"✅ 多平台",[92,1210,1211],{},"部分",[92,1213,1196],{},[92,1215,1216],{},"微信优先",[71,1218,1219,1222,1224,1226,1229],{},[92,1220,1221],{},"设计稿转代码",[92,1223,151],{},[92,1225,1211],{},[92,1227,1228],{},"✅ 92%",[92,1230,1231],{},"✅ 95%",[23,1233,1234],{"id":1234},"避坑",[172,1236,1237,1243,1249,1255,1261],{},[175,1238,1239,1242],{},[31,1240,1241],{},"桌面端 vs 插件先选对","：插件适合不换 IDE 的用户；桌面端 Builder \u002F SOLO 体验完整但要切换 IDE",[175,1244,1245,1248],{},[31,1246,1247],{},"SOLO 任务先小再大","：复杂目标拆 2–3 段 SOLO 串行跑，比一次性大任务成功率高",[175,1250,1251,1254],{},[31,1252,1253],{},"免费策略别永久押注","：字节方舟 Coding Plan 已分档收费，长期重度 dev 建议关注订阅",[175,1256,1257,1260],{},[31,1258,1259],{},"Cloud IDE 注意私密代码","：仍是云端环境，敏感项目走桌面 + 本地",[175,1262,1263,1266],{},[31,1264,1265],{},"Mac M1 \u002F M2 用户","：桌面端原生 Apple Silicon 支持已稳定",[23,1268,1270],{"id":1269},"适合-不适合","适合 \u002F 不适合",[172,1272,1273,1276,1279,1282,1285,1288,1291],{},[175,1274,1275],{},"✅ 国内开发者零成本上手",[175,1277,1278],{},"✅ 字节生态业务 \u002F 小程序团队",[175,1280,1281],{},"✅ 想试 SOLO 全自主开发",[175,1283,1284],{},"✅ 需要 Cloud IDE 远程开发",[175,1286,1287],{},"❌ 海外纯英文 \u002F 完全无字节业务",[175,1289,1290],{},"❌ 对官方长期免费有刚性预期",[175,1292,1293],{},"❌ 重度依赖 VS Code 闭源插件",[23,1295,765],{"id":765},[172,1297,1298,1303,1309,1315],{},[175,1299,1300],{},[771,1301,1302],{"href":954},"TRAE IDE 桌面端评测",[175,1304,1305],{},[771,1306,1308],{"href":1307},"\u002Ftools\u002Fcoding\u002Fcopilot\u002Ftongyi-lingma","通义灵码 评测",[175,1310,1311],{},[771,1312,1314],{"href":1313},"\u002Ftools\u002Fcoding\u002Fcopilot\u002Fcomate","Comate 评测",[175,1316,1317],{},[771,1318,1320],{"href":1319},"\u002Fplaybook\u002Fonboarding\u002Fclaude-code-getting-started","Claude Code 上手 Playbook",[23,1322,1323],{"id":1323},"来源",[1091,1325,1326,1334,1341],{},[175,1327,1328,1329],{},"TRAE 官方插件页（含 Builder 模式细节）",[771,1330,1331],{"href":1331,"rel":1332},"https:\u002F\u002Fwww.trae.cn\u002Fplugin",[1333],"nofollow",[175,1335,1336,1337],{},"MarsCode 官网（Cloud IDE 形态仍在）",[771,1338,1339],{"href":1339,"rel":1340},"https:\u002F\u002Fwww.marscode.com\u002Fhome",[1333],[175,1342,1343,1344],{},"AIGC 工具导航 — 豆包 MarsCode 详细介绍 ",[771,1345,1346],{"href":1346,"rel":1347},"https:\u002F\u002Fwww.aigc.cn\u002Fmarscode",[1333],{"title":278,"searchDepth":299,"depth":299,"links":1349},[1350,1351,1352,1353,1354,1355,1356,1357,1358,1359],{"id":910,"depth":293,"text":911},{"id":58,"depth":293,"text":58},{"id":1013,"depth":293,"text":1014},{"id":1038,"depth":293,"text":1039},{"id":1089,"depth":293,"text":1089},{"id":1116,"depth":293,"text":1116},{"id":1234,"depth":293,"text":1234},{"id":1269,"depth":293,"text":1270},{"id":765,"depth":293,"text":765},{"id":1323,"depth":293,"text":1323},"\u002Fimg\u002Ftools\u002Fmarscode.webp","MarsCode \u002F TRAE 2026 真实评测：字节豆包 AI 编程助手，从原 MarsCode 插件、Cloud IDE 升级到 TRAE 桌面 IDE。本文整理 Builder、SOLO、Figma 转代码、免费策略、方舟 Coding Plan，以及和 Cursor、通义灵码、CodeGeeX 的选择建议。",[1363,1366,1369,1372],{"q":1364,"a":1365},"MarsCode 和 TRAE 是同一个产品吗？","同一个团队、同一个豆包大模型底座。2025 改名 TRAE 后，产品形态从『云 IDE + 插件』演变成『独立桌面 IDE（TRAE）+ TRAE 插件（原 MarsCode 编程助手）+ MarsCode Cloud IDE』三件套。账号互通。",{"q":1367,"a":1368},"SOLO 模式具体能干嘛？","2025-07 开放：AI 化身工程师，自动调度编辑器 \u002F 终端 \u002F 浏览器。一句『部署购物车系统』 → 自动出 PRD、写代码、跑测试、给部署链接。支持语音指令和图像输入。",{"q":1370,"a":1371},"Builder 模式和 SOLO 模式区别？","Builder = 项目脚手架生成（『生成带支付的电商 demo』 → 完整项目结构 + 接口示例 + Dockerfile）；SOLO = 全流程自主交付（从 PRD 到部署）。Builder 偏前期，SOLO 偏闭环。",{"q":1373,"a":1374},"完全免费的策略能持续多久？","字节官方目前未给免费时限。方舟 Coding Plan 已开始出现订阅档（重度模型 \u002F 高额度），趋势是基础免费 + 高阶订阅。长期建议做好『免费版可能限频』预案。",[833,834],{},"\u002Ftools\u002Fcoding\u002Fcopilot\u002Fmarscode",[1379,1380,849,850,851],"vscode","jetbrains",[1382,1385,1389,1392,1396],{"plan":925,"price":548,"features":1383,"notes":1384},"Builder \u002F SOLO \u002F 多模型切换 \u002F Chat \u002F 补全","Windows \u002F macOS \u002F Linux",{"plan":1386,"price":548,"features":1387,"notes":1388},"TRAE 插件（原 MarsCode）","补全 \u002F 注释 \u002F 单测 \u002F Code Review \u002F 智能问答","VS Code \u002F JetBrains",{"plan":937,"price":548,"features":1390,"notes":1391},"浏览器云端开发环境 \u002F Git 仓库 \u002F 模板","原 MarsCode 主打",{"plan":1024,"price":1393,"features":1394,"notes":1395},"订阅制（咨询）","高级模型 \u002F 高额度 \u002F 企业能力","字节方舟平台",{"plan":1009,"price":1397,"features":1398,"notes":1399},"咨询","团队协作 \u002F 权限 \u002F 定制 AI 方案","400-034-7888","免费起步 \u002F 方舟 Coding Plan 订阅 \u002F 企业咨询定制","2026-06-19",[1403,1404],"onboarding\u002Fclaude-code-getting-started","onboarding\u002Frag-pipeline-build",[1406,1407],"copilot-four-comparison","trae-deep-review",{"power":306,"ux":320,"price":320,"cn_support":320,"stability":306},{"title":902,"description":1361},"MarsCode \u002F TRAE 评测 2026：字节豆包 AI 编程助手怎么选",[1412,1415,1417],{"name":1413,"url":1331,"accessed":1414},"TRAE 官方插件页","2026-06-24",{"name":1416,"url":1339,"accessed":1414},"MarsCode 官网（仍可访问）",{"name":1418,"url":1346,"accessed":1414},"AIGC 工具导航 — 豆包 MarsCode 介绍","tools\u002Fcoding\u002Fcopilot\u002Fmarscode","字节跳动豆包 AI 编程助手：TRAE IDE + 插件 + Cloud IDE 三件套",[826,1422,1423,1424,1425,1426,1427,1428,1429],"china","bytedance","doubao","trae","free","builder","solo","marscode","字节系免费 AI 编程主力。SOLO \u002F Builder 两个自主模式 + 字节研发资源 + 长期免费策略让国内开发者门槛极低。MarsCode 原 Cloud IDE 仍在但产品重心已迁到 TRAE 桌面端。","https:\u002F\u002Fwww.trae.cn","JZI6CkoiZ1oQugnDWXjWsfdU8Y3CBuAZZrQeTP6Ia4Q",1784565441886]