[{"data":1,"prerenderedAt":429},["ShallowReactive",2],{"header-counts":3,"review-coze-vs-dify":6,"footer-counts":426},{"tools":4,"reviews":5},65,7,{"id":7,"title":8,"body":9,"cover":406,"description":407,"extension":408,"meta":409,"navigation":410,"path":411,"published":412,"relatedTools":413,"seo":417,"stem":418,"tags":419,"updated":423,"verdict":424,"__hash__":425},"review\u002Freview\u002Fcoze-vs-dify.md","Coze vs Dify：国内 Agent 平台双雄实测",{"type":10,"value":11,"toc":384},"minimark",[12,17,122,125,149,153,157,160,164,181,184,201,205,208,211,223,226,244,246,266,272,275,301,304,335,338,341,356,359,381],[13,14,16],"h2",{"id":15},"tldr","TL;DR",[18,19,20,36],"table",{},[21,22,23],"thead",{},[24,25,26,30,33],"tr",{},[27,28,29],"th",{},"维度",[27,31,32],{},"Coze",[27,34,35],{},"Dify",[37,38,39,51,62,71,80,91,100,111],"tbody",{},[24,40,41,45,48],{},[42,43,44],"td",{},"上手速度",[42,46,47],{},"★★★★★",[42,49,50],{},"★★★★",[24,52,53,56,59],{},[42,54,55],{},"模型自由度",[42,57,58],{},"★★（绑定豆包\u002F字节生态）",[42,60,61],{},"★★★★★（任意 OpenAI 兼容 API）",[24,63,64,67,69],{},[42,65,66],{},"工作流编排",[42,68,50],{},[42,70,47],{},[24,72,73,76,78],{},[42,74,75],{},"知识库（RAG）",[42,77,50],{},[42,79,47],{},[24,81,82,85,88],{},[42,83,84],{},"私有化部署",[42,86,87],{},"❌",[42,89,90],{},"✅",[24,92,93,96,98],{},[42,94,95],{},"开源",[42,97,87],{},[42,99,90],{},[24,101,102,105,108],{},[42,103,104],{},"计费",[42,106,107],{},"国内免费 \u002F 海外付费",[42,109,110],{},"SaaS 免费版 + 自部署免费",[24,112,113,116,119],{},[42,114,115],{},"适合场景",[42,117,118],{},"个人 Bot \u002F 小程序 \u002F 飞书机器人",[42,120,121],{},"企业 AI 应用 \u002F 严肃业务",[13,123,124],{"id":124},"五分钟搞清楚定位",[126,127,128,140],"ul",{},[129,130,131,135,136,139],"li",{},[132,133,134],"strong",{},"Coze（扣子）"," 是字节出品的 Agent 搭建平台，思路是\"",[132,137,138],{},"让你不写代码也能做 Bot","\"，国内版接抖音\u002F飞书生态，海外版接 Discord\u002FTelegram。",[129,141,142,144,145,148],{},[132,143,35],{}," 是开源 LLMOps 平台（Apache 2.0），定位是\"",[132,146,147],{},"让企业能把 LLM 落地成生产级应用","\"，可自托管。",[150,151,152],"p",{},"两者都做：Prompt 编排、工作流（Workflow）、知识库（RAG）、API 输出。区别在哲学。",[13,154,156],{"id":155},"实测搭一个客服-bot","实测：搭一个\"客服 Bot\"",[150,158,159],{},"任务：用一份 PDF 知识库 + 1 个查订单 API，搭一个能回答客户问题的 Bot。",[161,162,32],"h3",{"id":163},"coze",[126,165,166,172,175],{},[129,167,168,171],{},[132,169,170],{},"15 分钟搞定","。UI 引导极强，知识库上传、API 卡片配置、对话流编排都是拖拽。",[129,173,174],{},"发布到飞书机器人 = 一键。",[129,176,177,180],{},[132,178,179],{},"缺点","：模型只能选豆包\u002FDoubao（海外版可选 GPT），不能用 Claude；某些深度配置（如自定义切片策略）藏得很深。",[161,182,35],{"id":183},"dify",[126,185,186,192,198],{},[129,187,188,191],{},[132,189,190],{},"40 分钟搞定","（首次熟悉）。流程是：建 App → 选 Chatflow 编排 → 配 LLM Node + 知识库 Node + HTTP Node → 调试 → 发布 API。",[129,193,194,197],{},[132,195,196],{},"优点","：每一步都能看到底层在干什么，模型可任意切换（OpenAI \u002F Claude \u002F 国产 \u002F 本地 vLLM）。",[129,199,200],{},"发布后给一个 OpenAI 兼容 API endpoint，前端怎么对接随你。",[13,202,204],{"id":203},"实测复杂工作流","实测：复杂工作流",[150,206,207],{},"任务：用户输入需求 → 拆解子任务 → 并行调用 3 个工具 → 汇总 → 输出报告。",[161,209,32],{"id":210},"coze-1",[126,212,213,220],{},[129,214,215,216,219],{},"工作流编排做得不错，节点丰富，但",[132,217,218],{},"条件分支和循环","没有 Dify 灵活。",[129,221,222],{},"调试主要看日志，单步调试体验一般。",[161,224,35],{"id":225},"dify-1",[126,227,228,234,237],{},[129,229,230,233],{},[132,231,232],{},"Workflow 模式完整","：if\u002Felse、迭代器、变量赋值、代码节点（Python）。",[129,235,236],{},"单步调试 + 变量追踪 + 历史回放都有。",[129,238,239,240,243],{},"复杂场景下心智负担更低，因为",[132,241,242],{},"所见即所得","。",[13,245,84],{"id":84},[126,247,248,256],{},[129,249,250,252,253,243],{},[132,251,32],{},"：不支持。国内版数据在字节云，",[132,254,255],{},"金融\u002F医疗等强合规行业不能用",[129,257,258,260,261,265],{},[132,259,35],{},"：支持。一条 ",[262,263,264],"code",{},"docker compose up -d"," 就能起完整栈，包括 Web、API、Worker、PostgreSQL、Redis、Qdrant。",[267,268,269],"blockquote",{},[150,270,271],{},"我们生产环境跑 Dify 的客户已经超过两位数了，自部署稳定性 OK。",[13,273,274],{"id":274},"计费现实",[126,276,277,283,289,295],{},[129,278,279,282],{},[132,280,281],{},"Coze 国内版","：免费（字节战略性投入），但流量大了之后限流。",[129,284,285,288],{},[132,286,287],{},"Coze 海外版","：免费试用 + 按量付费。",[129,290,291,294],{},[132,292,293],{},"Dify SaaS","：有免费额度，超出按量付费。",[129,296,297,300],{},[132,298,299],{},"Dify 自部署","：完全免费，只需自己付 LLM API 的钱。",[13,302,303],{"id":303},"选型建议",[126,305,306,315,323],{},[129,307,308,311,312,314],{},[132,309,310],{},"个人 \u002F 小团队 \u002F 飞书生态 \u002F Bot 玩具"," → ",[132,313,32],{},"。免费、快、生态好。",[129,316,317,311,320,322],{},[132,318,319],{},"B 端 SaaS \u002F 严肃业务 \u002F 数据合规要求",[132,321,35],{},"。自部署 + 模型自由 = 长期可控。",[129,324,325,328,329,334],{},[132,326,327],{},"想要更轻量更专注 RAG"," → 看 ",[330,331,333],"a",{"href":332},"\u002Fagent\u002Fplatform\u002Ffastgpt","FastGPT","，它在文档问答这块比这两位都更专注。",[13,336,337],{"id":337},"踩坑记录",[161,339,32],{"id":340},"coze-2",[126,342,343,349],{},[129,344,345,348],{},[132,346,347],{},"海外版 vs 国内版的工作流不互通","——别在国内做完想着搬海外。",[129,350,351,352,355],{},"知识库切片策略改动后",[132,353,354],{},"老数据不会自动重切","，需要重新上传。",[161,357,35],{"id":358},"dify-2",[126,360,361,367,374],{},[129,362,363,366],{},[132,364,365],{},"0.x → 1.x 升级有破坏性变更","，跨版本要看迁移指南。",[129,368,369,370,373],{},"自部署默认 SQLite，",[132,371,372],{},"生产必须切 PostgreSQL","，否则并发 > 50 会崩。",[129,375,376,377,380],{},"Vector store 默认 Weaviate，",[132,378,379],{},"国内访问镜像源问题多","，建议切 Qdrant。",[150,382,383],{},"完整 Dify 自部署工作流（playbook 待上线）。",{"title":385,"searchDepth":386,"depth":386,"links":387},"",3,[388,390,391,395,399,400,401,402],{"id":15,"depth":389,"text":16},2,{"id":124,"depth":389,"text":124},{"id":155,"depth":389,"text":156,"children":392},[393,394],{"id":163,"depth":386,"text":32},{"id":183,"depth":386,"text":35},{"id":203,"depth":389,"text":204,"children":396},[397,398],{"id":210,"depth":386,"text":32},{"id":225,"depth":386,"text":35},{"id":84,"depth":389,"text":84},{"id":274,"depth":389,"text":274},{"id":303,"depth":389,"text":303},{"id":337,"depth":389,"text":337,"children":403},[404,405],{"id":340,"depth":386,"text":32},{"id":358,"depth":386,"text":35},"\u002Fog\u002Freview\u002Fcoze-vs-dify.png","字节 Coze 与开源 Dify 横向对比：搭建效率、可定制性、私有化部署、商业模式、踩坑记录与选型建议。","md",{},true,"\u002Freview\u002Fcoze-vs-dify","2026-03-22",[414,415,416],"agent\u002Fplatform\u002Fcoze","agent\u002Fplatform\u002Fdify","agent\u002Fplatform\u002Ffastgpt",{"title":8,"description":407},"review\u002Fcoze-vs-dify",[420,421,32,35,422],"Agent 平台","对比","私有化","2026-06-05","Coze 上手最快、生态最热但绑定字节；Dify 开源可自托管、模型自由切换。**B 端深度需求选 Dify，C 端轻量场景选 Coze**。","ZK9O_Oz1nVRg7lDNIOX1CIWTUQBrlIbGhnTBFit_c58",{"tools":4,"reviews":5,"playbooks":427,"news":428},10,8,1782316489342]