[{"data":1,"prerenderedAt":1647},["ShallowReactive",2],{"header-counts":3,"footer-counts":6,"compare-helicone-vs-portkey":9,"compare-a-helicone":10,"compare-b-portkey":843},{"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":9,"body":18,"category":766,"chinese_friendly":239,"cover":767,"description":768,"domestic":769,"extension":770,"faq":771,"free":769,"github":9,"languages":784,"lastVerified":9,"meta":786,"models":9,"navigation":787,"notSuitable":9,"opensource":787,"path":788,"pillar":789,"platforms":790,"priceTable":794,"pricing":811,"published":812,"relatedPlaybooks":813,"relatedReviews":9,"score":815,"self_host":787,"seo":816,"seoTitle":9,"slug":817,"sources":818,"stem":830,"suitable":9,"tagline":831,"tags":832,"updated":821,"verdict":840,"website":841,"__hash__":842},"tools\u002Ftools\u002Fcoding\u002Fapi\u002Fhelicone.md","Helicone",[14,15,16,17],"coding\u002Fapi\u002Fportkey","coding\u002Fapi\u002Flitellm","coding\u002Fapi\u002Fopenrouter","coding\u002Fapi\u002Fone-api",{"type":19,"value":20,"toc":754},"minimark",[21,26,30,33,36,117,120,146,152,156,161,184,189,215,218,366,413,416,592,595,645,649,678,681,708,711,750],[22,23,25],"h2",{"id":24},"tldr","TL;DR",[27,28,29],"p",{},"Helicone 是 YC W23 出身的开源 LLM 观测平台，主打『一行代码接入』：改 baseURL，立刻看到 cost \u002F latency \u002F errors \u002F token 详情。背后还有 Rust 写的 AI Gateway，路由 100+ 模型 + 缓存 + fallback + 限流。2026-03-03 被 Mintlify 收购后转维护模式（安全 patch + 新模型 + bug fix 继续，主动新功能停）。Hobby 免费 10K req\u002F月，Pro $79，Team $799（SOC2 + HIPAA），Enterprise 定制。SOC2 + GDPR 合规，可 Docker \u002F Kubernetes 自托管。",[27,31,32],{},"适合：要 5 分钟接入 LLM 观测的小团队 \u002F 早期产品；改 baseURL 模式想看 cost \u002F latency 即可；预算紧 → Hobby 10K 免费 + 自托管 OSS。不适合：复杂 agent 调试需要 nested span（Langfuse）；要 250+ 模型 \u002F MCP Gateway \u002F 治理（Portkey）；担心维护模式带来的路线图风险（Mintlify 收购后主动开发结束）。",[22,34,35],{"id":35},"核心能力",[37,38,39,47,53,59,65,70,76,82,87,93,99,105,111],"ul",{},[40,41,42,46],"li",{},[43,44,45],"strong",{},"Proxy 模式","：改 baseURL，零 SDK 改造",[40,48,49,52],{},[43,50,51],{},"Async 模式","：SDK 异步上报，0 延迟 + 容错",[40,54,55,58],{},[43,56,57],{},"Request logging","：每条请求 + 响应 + cost + token + latency",[40,60,61,64],{},[43,62,63],{},"Custom properties + sessions","：把多步工作流分组看",[40,66,67],{},[43,68,69],{},"Prompt management + playground",[40,71,72,75],{},[43,73,74],{},"Custom scoring","：基础打分 + 数据集",[40,77,78,81],{},[43,79,80],{},"AI Gateway","（Rust 写）：100+ 模型 + caching + fallback + rate limit",[40,83,84],{},[43,85,86],{},"OpenAI \u002F Anthropic \u002F Azure \u002F LiteLLM \u002F Anyscale \u002F Together \u002F OpenRouter 集成",[40,88,89,92],{},[43,90,91],{},"Trace API","：手动 POST 多步 trace 数据（弥补 proxy 看不到 agent 内部）",[40,94,95,98],{},[43,96,97],{},"Dashboard API","：查 dashboard 数据",[40,100,101,104],{},[43,102,103],{},"Self-host","：Docker \u002F Kubernetes，开源 MIT",[40,106,107,110],{},[43,108,109],{},"合规","：SOC 2 + GDPR；Team+ HIPAA",[40,112,113,116],{},[43,114,115],{},"导出","：webhook + 外部 reporting",[22,118,119],{"id":119},"价格",[37,121,122,128,134,140],{},[40,123,124,127],{},[43,125,126],{},"Hobby","：$0 \u002F 10K req\u002F月 \u002F 7 天 retention \u002F 1 seat \u002F 1GB 存储",[40,129,130,133],{},[43,131,132],{},"Pro","：$79\u002F月 \u002F 10K 起 + usage \u002F 1 月 retention \u002F unlimited seats \u002F alerts \u002F HQL",[40,135,136,139],{},[43,137,138],{},"Team","：$799\u002F月 \u002F 10K 起 + usage \u002F 3 月 retention \u002F SOC 2 + HIPAA \u002F 5 orgs",[40,141,142,145],{},[43,143,144],{},"Enterprise","：Custom \u002F 自定义 retention \u002F 永久存储 \u002F SSO \u002F on-prem",[147,148,149],"blockquote",{},[27,150,151],{},"自托管版（OSS）= $0 + 无限 logs，但运维 \u002F Postgres \u002F Clickhouse 全要自己搞。",[22,153,155],{"id":154},"实测早期-saas-5-人团队","实测（早期 SaaS \u002F 5 人团队）",[27,157,158],{},[43,159,160],{},"亮点：",[37,162,163,166,169,172,175,178,181],{},[40,164,165],{},"5 分钟接入，OpenAI SDK 改 baseURL + 加 Helicone-Auth header",[40,167,168],{},"Dashboard 看 cost \u002F latency \u002F error 第一天就帮发现 prompt 失控",[40,170,171],{},"Custom properties 给每个 user \u002F feature 打标，分摊成本清晰",[40,173,174],{},"Sessions 把 multi-step workflow 串起来（不像 Langfuse 是真 trace，但够小项目用）",[40,176,177],{},"AI Gateway 给 fallback \u002F caching 一处接入",[40,179,180],{},"开源自托管对预算紧团队是真救命",[40,182,183],{},"与 LiteLLM 集成顺滑",[27,185,186],{},[43,187,188],{},"踩坑：",[37,190,191,194,197,200,203,206,209,212],{},[40,192,193],{},"2026-03 被 Mintlify 收购转维护模式后，主动功能开发停，长期路线图不确定",[40,195,196],{},"Proxy 模式 5–20ms 延迟在高 QPS 场景叠加可观",[40,198,199],{},"Proxy 看不到 agent 内部 tool \u002F sub-agent \u002F retries——复杂 agent 调试不够",[40,201,202],{},"Custom scoring 浅，不如 Langfuse 的 LLM-as-judge + 数据集 eval 体系完整",[40,204,205],{},"Free tier 10K req 小型生产几天就用完",[40,207,208],{},"文档自 Mintlify 收购后部分整合到 Mintlify Docs，导航变化",[40,210,211],{},"中文场景体验有限",[40,213,214],{},"Prompt caching 需要 cache-aware prompt design（含 timestamp \u002F nonce 命中率为 0）",[22,216,217],{"id":217},"上手",[219,220,225],"pre",{"className":221,"code":222,"language":223,"meta":224,"style":224},"language-python shiki shiki-themes github-light github-dark","# Proxy 模式\nimport openai\nclient = openai.OpenAI(\n    base_url=\"https:\u002F\u002Foai.helicone.ai\u002Fv1\",\n    api_key=OPENAI_KEY,\n    default_headers={\n        \"Helicone-Auth\": f\"Bearer {HELICONE_KEY}\",\n        \"Helicone-User-Id\": \"user_123\",\n        \"Helicone-Property-Feature\": \"summarize\"\n    }\n)\n# 立刻在 https:\u002F\u002Fus.helicone.ai 看到 cost \u002F latency \u002F log\n","python","",[226,227,228,237,248,260,276,290,301,324,337,348,354,360],"code",{"__ignoreMap":224},[229,230,233],"span",{"class":231,"line":232},"line",1,[229,234,236],{"class":235},"sJ8bj","# Proxy 模式\n",[229,238,240,244],{"class":231,"line":239},2,[229,241,243],{"class":242},"szBVR","import",[229,245,247],{"class":246},"sVt8B"," openai\n",[229,249,251,254,257],{"class":231,"line":250},3,[229,252,253],{"class":246},"client ",[229,255,256],{"class":242},"=",[229,258,259],{"class":246}," openai.OpenAI(\n",[229,261,263,267,269,273],{"class":231,"line":262},4,[229,264,266],{"class":265},"s4XuR","    base_url",[229,268,256],{"class":242},[229,270,272],{"class":271},"sZZnC","\"https:\u002F\u002Foai.helicone.ai\u002Fv1\"",[229,274,275],{"class":246},",\n",[229,277,279,282,284,288],{"class":231,"line":278},5,[229,280,281],{"class":265},"    api_key",[229,283,256],{"class":242},[229,285,287],{"class":286},"sj4cs","OPENAI_KEY",[229,289,275],{"class":246},[229,291,293,296,298],{"class":231,"line":292},6,[229,294,295],{"class":265},"    default_headers",[229,297,256],{"class":242},[229,299,300],{"class":246},"{\n",[229,302,304,307,310,313,316,319,322],{"class":231,"line":303},7,[229,305,306],{"class":271},"        \"Helicone-Auth\"",[229,308,309],{"class":246},": ",[229,311,312],{"class":242},"f",[229,314,315],{"class":271},"\"Bearer ",[229,317,318],{"class":286},"{HELICONE_KEY}",[229,320,321],{"class":271},"\"",[229,323,275],{"class":246},[229,325,327,330,332,335],{"class":231,"line":326},8,[229,328,329],{"class":271},"        \"Helicone-User-Id\"",[229,331,309],{"class":246},[229,333,334],{"class":271},"\"user_123\"",[229,336,275],{"class":246},[229,338,340,343,345],{"class":231,"line":339},9,[229,341,342],{"class":271},"        \"Helicone-Property-Feature\"",[229,344,309],{"class":246},[229,346,347],{"class":271},"\"summarize\"\n",[229,349,351],{"class":231,"line":350},10,[229,352,353],{"class":246},"    }\n",[229,355,357],{"class":231,"line":356},11,[229,358,359],{"class":246},")\n",[229,361,363],{"class":231,"line":362},12,[229,364,365],{"class":235},"# 立刻在 https:\u002F\u002Fus.helicone.ai 看到 cost \u002F latency \u002F log\n",[219,367,371],{"className":368,"code":369,"language":370,"meta":224,"style":224},"language-bash shiki shiki-themes github-light github-dark","# 自托管\ngit clone https:\u002F\u002Fgithub.com\u002FHelicone\u002Fhelicone\ncd helicone && docker compose up -d\n","bash",[226,372,373,378,390],{"__ignoreMap":224},[229,374,375],{"class":231,"line":232},[229,376,377],{"class":235},"# 自托管\n",[229,379,380,384,387],{"class":231,"line":239},[229,381,383],{"class":382},"sScJk","git",[229,385,386],{"class":271}," clone",[229,388,389],{"class":271}," https:\u002F\u002Fgithub.com\u002FHelicone\u002Fhelicone\n",[229,391,392,395,398,401,404,407,410],{"class":231,"line":250},[229,393,394],{"class":286},"cd",[229,396,397],{"class":271}," helicone",[229,399,400],{"class":246}," && ",[229,402,403],{"class":382},"docker",[229,405,406],{"class":271}," compose",[229,408,409],{"class":271}," up",[229,411,412],{"class":286}," -d\n",[22,414,415],{"id":415},"对比",[417,418,419,437],"table",{},[420,421,422],"thead",{},[423,424,425,429,431,434],"tr",{},[426,427,428],"th",{},"维度",[426,430,12],{},[426,432,433],{},"Langfuse",[426,435,436],{},"Portkey",[438,439,440,455,468,482,496,510,524,537,550,564,578],"tbody",{},[423,441,442,446,449,452],{},[443,444,445],"td",{},"架构",[443,447,448],{},"Proxy \u002F Async",[443,450,451],{},"SDK",[443,453,454],{},"Gateway",[423,456,457,460,463,466],{},[443,458,459],{},"接入时间",[443,461,462],{},"分钟（改 URL）",[443,464,465],{},"小时（代码改造）",[443,467,462],{},[423,469,470,473,476,479],{},[443,471,472],{},"Tracing 深度",[443,474,475],{},"浅（请求级）",[443,477,478],{},"✅ 深 nested",[443,480,481],{},"中",[423,483,484,487,490,493],{},[443,485,486],{},"Multi-provider routing",[443,488,489],{},"✅ 基础 fallback",[443,491,492],{},"❌",[443,494,495],{},"✅ 250+",[423,497,498,501,504,507],{},[443,499,500],{},"Prompt mgmt",[443,502,503],{},"playground + 基础版本",[443,505,506],{},"✅ 版本 + playground",[443,508,509],{},"模板 + 管理",[423,511,512,515,518,521],{},[443,513,514],{},"Eval",[443,516,517],{},"基础 scoring",[443,519,520],{},"✅ LLM-as-judge + datasets",[443,522,523],{},"基础",[423,525,526,528,531,534],{},[443,527,103],{},[443,529,530],{},"✅ OSS 完整",[443,532,533],{},"✅ MIT 19K+ stars",[443,535,536],{},"OSS Gateway only",[423,538,539,541,544,547],{},[443,540,109],{},[443,542,543],{},"SOC2 + HIPAA (Team+)",[443,545,546],{},"SOC2 (Enterprise)",[443,548,549],{},"SOC2 + HIPAA + ISO27001",[423,551,552,555,558,561],{},[443,553,554],{},"Free tier",[443,556,557],{},"10K req\u002F月",[443,559,560],{},"50K events\u002F月",[443,562,563],{},"10K logs\u002F月",[423,565,566,569,572,575],{},[443,567,568],{},"Paid 起价",[443,570,571],{},"$79",[443,573,574],{},"$29",[443,576,577],{},"$49",[423,579,580,583,586,589],{},[443,581,582],{},"路线图",[443,584,585],{},"⚠️ 维护模式",[443,587,588],{},"✅ 活跃",[443,590,591],{},"✅ 活跃（PANW 收购）",[22,593,594],{"id":594},"避坑",[37,596,597,603,609,615,621,627,633,639],{},[40,598,599,602],{},[43,600,601],{},"维护模式风险","：被 Mintlify 收购后主动开发停，新项目长期演进考虑 Langfuse \u002F Portkey",[40,604,605,608],{},[43,606,607],{},"Proxy 延迟 + SPOF","：Helicone 挂了，业务也挂；敏感链路用 async",[40,610,611,614],{},[43,612,613],{},"Proxy 看不到 agent 内部","：tool call \u002F sub-agent \u002F retries 不可见，复杂 agent 用 Trace API 或转 Langfuse",[40,616,617,620],{},[43,618,619],{},"Hobby 10K 跑不久","：小型生产几天用完，预算够直接上 Pro",[40,622,623,626],{},[43,624,625],{},"Cache-aware prompt 设计","：prompt 含 timestamp \u002F random nonce 命中率 = 0",[40,628,629,632],{},[43,630,631],{},"Custom scoring 浅","：复杂 eval 用 Langfuse 数据集 + LLM-as-judge",[40,634,635,638],{},[43,636,637],{},"Air-gapped 价格","：自托管时部分模型价格表要手动维护",[40,640,641,644],{},[43,642,643],{},"PII 路径敏感","：所有 prompt 经过 Helicone，要 review PII 处理 + retention + 自托管选项",[22,646,648],{"id":647},"适合-不适合","适合 \u002F 不适合",[37,650,651,654,657,660,663,666,669,672,675],{},[40,652,653],{},"✅ 早期产品 + 想 5 分钟接入观测",[40,655,656],{},"✅ 改 baseURL 模式偏好 \u002F 不想 SDK 改造",[40,658,659],{},"✅ 预算紧 + 自托管接受",[40,661,662],{},"✅ 想用 Rust AI Gateway 做 fallback + caching",[40,664,665],{},"✅ SOC2 \u002F HIPAA Team+ 合规",[40,667,668],{},"❌ 复杂 agent 多步骤调试（用 Langfuse）",[40,670,671],{},"❌ 要 250+ 模型 + MCP + 强治理（用 Portkey）",[40,673,674],{},"❌ 长期路线图敏感（维护模式 risk）",[40,676,677],{},"❌ 中文运营（社区 \u002F 文档 \u002F UI 均英文）",[22,679,680],{"id":680},"相关阅读",[37,682,683,690,696,702],{},[40,684,685],{},[686,687,689],"a",{"href":688},"\u002Ftools\u002Fcoding\u002Fapi\u002Fportkey","Portkey 评测",[40,691,692],{},[686,693,695],{"href":694},"\u002Ftools\u002Fcoding\u002Fapi\u002Flitellm","LiteLLM 评测",[40,697,698],{},[686,699,701],{"href":700},"\u002Ftools\u002Fcoding\u002Fapi\u002Fopenrouter","OpenRouter 评测",[40,703,704],{},[686,705,707],{"href":706},"\u002Ftools\u002Fcoding\u002Fapi\u002Fone-api","One-API 评测",[22,709,710],{"id":710},"来源",[712,713,714,722,729,736,743],"ol",{},[40,715,716,717],{},"Inference.net — Helicone Pricing & Alternatives 2026（含 Mintlify 收购 + 维护模式细节）",[686,718,719],{"href":719,"rel":720},"https:\u002F\u002Finference.net\u002Fcontent\u002Fhelicone-pricing-alternatives",[721],"nofollow",[40,723,724,725],{},"Helicone 官网 ",[686,726,727],{"href":727,"rel":728},"https:\u002F\u002Fwww.helicone.ai\u002F",[721],[40,730,731,732],{},"QASkills — Helicone LLM Monitoring Complete Guide 2026 ",[686,733,734],{"href":734,"rel":735},"https:\u002F\u002Fqaskills.sh\u002Fblog\u002Fhelicone-llm-monitoring-complete-guide",[721],[40,737,738,739],{},"AiPedia — Helicone Features Pricing & Failure Modes ",[686,740,741],{"href":741,"rel":742},"https:\u002F\u002Fwww.aipedia.wiki\u002Ftools\u002Fhelicone\u002F",[721],[40,744,745,746],{},"BuildMVPFast — Langfuse vs Helicone vs Portkey ",[686,747,748],{"href":748,"rel":749},"https:\u002F\u002Fwww.buildmvpfast.com\u002Fblog\u002Fllm-observability-stack-langfuse-helicone-portkey-2026",[721],[751,752,753],"style",{},"html pre.shiki code .sJ8bj, html code.shiki .sJ8bj{--shiki-default:#6A737D;--shiki-dark:#6A737D}html pre.shiki code .szBVR, html code.shiki .szBVR{--shiki-default:#D73A49;--shiki-dark:#F97583}html pre.shiki code .sVt8B, html code.shiki .sVt8B{--shiki-default:#24292E;--shiki-dark:#E1E4E8}html pre.shiki code .s4XuR, html code.shiki .s4XuR{--shiki-default:#E36209;--shiki-dark:#FFAB70}html pre.shiki code .sZZnC, html code.shiki .sZZnC{--shiki-default:#032F62;--shiki-dark:#9ECBFF}html pre.shiki code .sj4cs, html code.shiki .sj4cs{--shiki-default:#005CC5;--shiki-dark:#79B8FF}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html pre.shiki code .sScJk, html code.shiki .sScJk{--shiki-default:#6F42C1;--shiki-dark:#B392F0}",{"title":224,"searchDepth":250,"depth":250,"links":755},[756,757,758,759,760,761,762,763,764,765],{"id":24,"depth":239,"text":25},{"id":35,"depth":239,"text":35},{"id":119,"depth":239,"text":119},{"id":154,"depth":239,"text":155},{"id":217,"depth":239,"text":217},{"id":415,"depth":239,"text":415},{"id":594,"depth":239,"text":594},{"id":647,"depth":239,"text":648},{"id":680,"depth":239,"text":680},{"id":710,"depth":239,"text":710},"api","\u002Fimg\u002Ftools\u002Fhelicone.webp","Helicone 真实评测：YC W23 项目，开源 LLM 观测平台 + Rust 写的 AI Gateway。2026-03-03 被 Mintlify 收购后转维护模式（安全更新 + 新模型 + bug fix 继续，主动新功能停）。免费 10K req\u002F月 + Pro $79 + Team $799（SOC2 + HIPAA）+ Enterprise 定制。零代码 SDK 改造、改 baseURL 即用，是接入最快的 LLM 观测之一。",false,"md",[772,775,778,781],{"q":773,"a":774},"Helicone 被收购后还能用吗？","2026-03-03 Mintlify 收购 Helicone，产品转维护模式：安全 patch + 新模型支持 + bug fix 继续发，但主动新功能开发结束。现存生产部署仍稳定，但选型时要权衡：路线图不动 \u002F 不期待新观测形态 \u002F 接受工具被 Mintlify 整合或归档的风险。新项目长期演进建议看 Langfuse 或 Portkey。",{"q":776,"a":777},"Proxy 和 async 模式哪个好？","Proxy（改 baseURL，所有请求走 Helicone）= 接入快 + 完整捕获，但加 ~5–20ms 延迟、Helicone 挂了请求也挂。Async（SDK 异步上报）= 0 延迟 + Helicone 故障不影响业务，但失败窗口可能漏 log。生产敏感链路用 async，开发 \u002F 内部用 proxy。",{"q":779,"a":780},"Proxy 能看到 agent 内部工具调用吗？","不能——proxy 只能看到穿过它的 LLM 请求，agent 框架内的 tool execution \u002F sub-agent \u002F retries 都不可见。复杂 agent 调试需要 trace 级深度，要 Langfuse 的 nested span 或 Helicone Trace API（手动 POST）。",{"q":782,"a":783},"和 Langfuse \u002F Portkey 怎么选？","Helicone = proxy-based，URL 一改分钟上手，请求级日志 + 基础 gateway 路由。Langfuse = SDK-based，代码改造小时级，但 nested span 深度 tracing + LLM-as-judge eval 一等。Portkey = gateway-first，250+ 模型 + MCP + 强合规但定价复杂。简单 + 快 → Helicone；agent 调试 → Langfuse；网关 + 治理 + 合规 → Portkey。",[785],"en",{},true,"\u002Ftools\u002Fcoding\u002Fapi\u002Fhelicone","coding",[791,792,766,793],"saas","self-host","sdk",[795,799,803,807],{"plan":126,"price":796,"features":797,"notes":798},"$0","10K req\u002F月 + 7 天 retention + 1 seat + 1GB storage + 基础 dashboards","Free trial \u002F hobby \u002F 验证",{"plan":132,"price":800,"features":801,"notes":802},"$79\u002F月","10K + usage + 1 月 retention + unlimited seats + alerts + HQL + prompt management","中小生产",{"plan":138,"price":804,"features":805,"notes":806},"$799\u002F月","10K + usage + 3 月 retention + SOC-2 + HIPAA + 5 orgs","中大型 + 合规",{"plan":144,"price":808,"features":809,"notes":810},"Custom","自定义 retention + 永久存储 + SSO + on-prem + 专属支持","大型 \u002F 政企","Hobby 免费 10K req\u002F月 \u002F Pro $79\u002F月 \u002F Team $799\u002F月 \u002F Enterprise 定制","2026-06-19",[814],"onboarding\u002Frag-pipeline-build",{"power":262,"ux":278,"price":262,"cn_support":239,"stability":250},{"title":12,"description":768},"coding\u002Fapi\u002Fhelicone",[819,822,824,826,828],{"name":820,"url":719,"accessed":821},"Inference.net — Helicone Pricing & Alternatives (Jun 2026)","2026-06-24",{"name":823,"url":727,"accessed":821},"Helicone 官网",{"name":825,"url":734,"accessed":821},"QASkills — Helicone LLM Monitoring Guide 2026",{"name":827,"url":741,"accessed":821},"AiPedia — Helicone 评测 + 失败模式",{"name":829,"url":748,"accessed":821},"BuildMVPFast — Langfuse vs Helicone vs Portkey","tools\u002Fcoding\u002Fapi\u002Fhelicone","一行代码 LLM 观测——开源 Proxy + AI Gateway，2026-03 被 Mintlify 收购、维护模式运行",[833,834,835,836,837,838,839],"llm-observability","proxy","ai-gateway","opensource","ycombinator","soc2","hipaa","最容易接入的 LLM 观测，改 baseURL 几分钟看到 cost\u002Flatency\u002Ferrors。被 Mintlify 收购转维护模式后路线图不确定——做新项目权衡：要快上手 + 不期待新功能 OK；要 nested span + 持续演进走 Langfuse。","https:\u002F\u002Fwww.helicone.ai","tHRHXQxgc0aP5SBqodWK2usgvYzJ5yhsCHQgcMqyz3Q",{"id":844,"title":436,"alternatives":845,"api_compatible":9,"body":846,"category":766,"chinese_friendly":239,"cover":1588,"description":1589,"domestic":769,"extension":770,"faq":1590,"free":769,"github":9,"languages":1603,"lastVerified":9,"meta":1604,"models":9,"navigation":787,"notSuitable":9,"opensource":787,"path":688,"pillar":789,"platforms":1605,"priceTable":1606,"pricing":1622,"published":812,"relatedPlaybooks":1623,"relatedReviews":1624,"score":1626,"self_host":787,"seo":1627,"seoTitle":9,"slug":14,"sources":1628,"stem":1636,"suitable":9,"tagline":1637,"tags":1638,"updated":821,"verdict":1644,"website":1645,"__hash__":1646},"tools\u002Ftools\u002Fcoding\u002Fapi\u002Fportkey.md",[817,15,16,17],{"type":19,"value":847,"toc":1576},[848,850,853,856,858,952,954,983,988,992,996,1016,1020,1042,1044,1252,1254,1438,1440,1490,1492,1521,1523,1542,1544,1573],[22,849,25],{"id":24},[27,851,852],{},"Portkey 把 AI 网关（250+ 模型 + fallback + 路由 + 缓存）和 LLM 全栈观测（40+ 维度 + 成本归因 + tracing + auto-instrumentation）做成同一个 SaaS，再加 MCP Gateway 让 AI agent 工具调用可追溯——目标是中大型团队从 PoC 走向生产的『AI 控制面板』。2026 年 Palo Alto Networks 完成收购，附带 SOC2 Type 2 + HIPAA + GDPR + ISO 27001 合规背书。3000+ GenAI 团队使用，1T tokens\u002F天里程碑。",[27,854,855],{},"适合：从 PoC 走向生产的中大型团队；要 SOC2\u002FHIPAA\u002FHIPAA\u002FGDPR 强合规；多团队 RBAC + budgets + 治理；大规模 AI agent 部署需要 MCP 工具调用可追溯。不适合：深度 nested span tracing（用 Langfuse）；纯网关不要观测（用 LiteLLM）；中文支付 \u002F 中文 UI（用 one-api \u002F new-api）；预算极紧的小项目（10K log 免费 + Pro $79 但深度有限，Helicone 同档更轻）。",[22,857,35],{"id":35},[37,859,860,866,872,878,884,890,896,902,908,913,919,924,929,934,940,946],{},[40,861,862,865],{},[43,863,864],{},"250+ 模型 unified API","：OpenAI \u002F Anthropic \u002F Google \u002F AWS Bedrock \u002F Azure \u002F Cohere \u002F 等",[40,867,868,871],{},[43,869,870],{},"Fallback \u002F Load Balancing \u002F Conditional Routing","：跨 provider 高可用",[40,873,874,877],{},[43,875,876],{},"Semantic + simple caching","：减延迟 + 降成本",[40,879,880,883],{},[43,881,882],{},"Retries \u002F circuit breakers","：完整 SRE 配套",[40,885,886,889],{},[43,887,888],{},"Full-stack Observability","：40+ 维度 logs \u002F traces \u002F metrics",[40,891,892,895],{},[43,893,894],{},"OpenTelemetry 兼容","：导出到现有 APM",[40,897,898,901],{},[43,899,900],{},"Tracing","：跨 LLM call + tool use 统一时序视图",[40,903,904,907],{},[43,905,906],{},"Auto-instrumentation","：自动埋点多个 LLM \u002F agent 框架",[40,909,910],{},[43,911,912],{},"Prompt management + templates",[40,914,915,918],{},[43,916,917],{},"MCP Gateway（GA）","：AI agent 工具调用统一访问 + 审计",[40,920,921],{},[43,922,923],{},"RBAC + SSO\u002FSAML + Audit",[40,925,926],{},[43,927,928],{},"Hierarchical budgets + rate limits",[40,930,931],{},[43,932,933],{},"Guardrails",[40,935,936,939],{},[43,937,938],{},"Compliance","：SOC2 Type 2 \u002F HIPAA \u002F GDPR \u002F ISO 27001（Enterprise）",[40,941,942,945],{},[43,943,944],{},"部署","：SaaS \u002F 私有云 \u002F VPC \u002F on-prem（Enterprise）",[40,947,948,951],{},[43,949,950],{},"Open Source Gateway","：MIT 协议，可自托管纯路由层",[22,953,119],{"id":119},[37,955,956,962,968,973,978],{},[40,957,958,961],{},[43,959,960],{},"Developer Free","：10K logs\u002F月 + 3 天 retention + 基础功能",[40,963,964,967],{},[43,965,966],{},"Production","：$49\u002F月（早期媒体引用 $79 已下调）+ 100K logs + $9\u002F100K 超量（最高 3M）+ 30 天 retention + 语义缓存 + RBAC + Guardrails",[40,969,970,972],{},[43,971,138],{},"：联系销售（更高 log 配额 + 团队治理 + 更长 retention）",[40,974,975,977],{},[43,976,144],{},"：Custom（业界估 $5K–$10K+\u002F月）+ 10M+ logs + 自定义 retention + 全套合规 + SSO + 私有云",[40,979,980,982],{},[43,981,950],{},"：$0 自托管 MIT",[147,984,985],{},[27,986,987],{},"真实成本陷阱：超过 Production 100K logs 后 $9\u002F100K 累计快，月 1M 请求 ≈ $49 + 9 × 9 ≈ $130。",[22,989,991],{"id":990},"实测中型-saas-series-b-团队","实测（中型 SaaS \u002F Series B 团队）",[27,993,994],{},[43,995,160],{},[37,997,998,1001,1004,1007,1010,1013],{},[40,999,1000],{},"2 分钟改 baseURL 接入，立即看到所有 LLM 调用",[40,1002,1003],{},"40+ 维度 dashboard 让 FinOps 团队第一次能拍预算",[40,1005,1006],{},"conditional routing 让『便宜模型先试 + 失败 fallback 贵模型』容易实现",[40,1008,1009],{},"MCP Gateway 给团队的 agent 工具调用上了治理",[40,1011,1012],{},"SOC 2 Type 2 + HIPAA 让合规过审快",[40,1014,1015],{},"Auto-instrumentation 帮 LangChain \u002F LlamaIndex 应用零代码改造",[27,1017,1018],{},[43,1019,188],{},[37,1021,1022,1025,1028,1031,1034,1036,1039],{},[40,1023,1024],{},"按 recorded logs 计费让用量突增时账单失控",[40,1026,1027],{},"Tracing 深度不如 Langfuse 的 nested span（复杂 agent 调试不够）",[40,1029,1030],{},"模型价格表对部分模型不全 \u002F air-gapped 部署需手动维护",[40,1032,1033],{},"文档对高级配置存在 gap，社区反馈一致",[40,1035,211],{},[40,1037,1038],{},"log retention 30 天上限不动 Enterprise 解决",[40,1040,1041],{},"PANW 收购后路线图 \u002F 定价变动是评估风险",[22,1043,217],{"id":217},[219,1045,1047],{"className":221,"code":1046,"language":223,"meta":224,"style":224},"from portkey_ai import Portkey\n\nclient = Portkey(\n    api_key=\"YOUR_PORTKEY_KEY\",\n    virtual_key=\"OPENAI_VIRTUAL_KEY\",\n    config={\n        \"strategy\": {\"mode\": \"fallback\"},\n        \"targets\": [\n            {\"virtual_key\": \"OPENAI_VK\"},\n            {\"virtual_key\": \"ANTHROPIC_VK\"}\n        ],\n        \"cache\": {\"mode\": \"semantic\"}\n    }\n)\n\nresp = client.chat.completions.create(\n    model=\"gpt-5.4\",\n    messages=[...]\n)\n# Portkey dashboard 自动看到完整 trace + cost + latency\n",[226,1048,1049,1062,1067,1076,1087,1099,1108,1127,1135,1150,1164,1169,1185,1190,1195,1200,1211,1224,1241,1246],{"__ignoreMap":224},[229,1050,1051,1054,1057,1059],{"class":231,"line":232},[229,1052,1053],{"class":242},"from",[229,1055,1056],{"class":246}," portkey_ai ",[229,1058,243],{"class":242},[229,1060,1061],{"class":246}," Portkey\n",[229,1063,1064],{"class":231,"line":239},[229,1065,1066],{"emptyLinePlaceholder":787},"\n",[229,1068,1069,1071,1073],{"class":231,"line":250},[229,1070,253],{"class":246},[229,1072,256],{"class":242},[229,1074,1075],{"class":246}," Portkey(\n",[229,1077,1078,1080,1082,1085],{"class":231,"line":262},[229,1079,281],{"class":265},[229,1081,256],{"class":242},[229,1083,1084],{"class":271},"\"YOUR_PORTKEY_KEY\"",[229,1086,275],{"class":246},[229,1088,1089,1092,1094,1097],{"class":231,"line":278},[229,1090,1091],{"class":265},"    virtual_key",[229,1093,256],{"class":242},[229,1095,1096],{"class":271},"\"OPENAI_VIRTUAL_KEY\"",[229,1098,275],{"class":246},[229,1100,1101,1104,1106],{"class":231,"line":292},[229,1102,1103],{"class":265},"    config",[229,1105,256],{"class":242},[229,1107,300],{"class":246},[229,1109,1110,1113,1116,1119,1121,1124],{"class":231,"line":303},[229,1111,1112],{"class":271},"        \"strategy\"",[229,1114,1115],{"class":246},": {",[229,1117,1118],{"class":271},"\"mode\"",[229,1120,309],{"class":246},[229,1122,1123],{"class":271},"\"fallback\"",[229,1125,1126],{"class":246},"},\n",[229,1128,1129,1132],{"class":231,"line":326},[229,1130,1131],{"class":271},"        \"targets\"",[229,1133,1134],{"class":246},": [\n",[229,1136,1137,1140,1143,1145,1148],{"class":231,"line":339},[229,1138,1139],{"class":246},"            {",[229,1141,1142],{"class":271},"\"virtual_key\"",[229,1144,309],{"class":246},[229,1146,1147],{"class":271},"\"OPENAI_VK\"",[229,1149,1126],{"class":246},[229,1151,1152,1154,1156,1158,1161],{"class":231,"line":350},[229,1153,1139],{"class":246},[229,1155,1142],{"class":271},[229,1157,309],{"class":246},[229,1159,1160],{"class":271},"\"ANTHROPIC_VK\"",[229,1162,1163],{"class":246},"}\n",[229,1165,1166],{"class":231,"line":356},[229,1167,1168],{"class":246},"        ],\n",[229,1170,1171,1174,1176,1178,1180,1183],{"class":231,"line":362},[229,1172,1173],{"class":271},"        \"cache\"",[229,1175,1115],{"class":246},[229,1177,1118],{"class":271},[229,1179,309],{"class":246},[229,1181,1182],{"class":271},"\"semantic\"",[229,1184,1163],{"class":246},[229,1186,1188],{"class":231,"line":1187},13,[229,1189,353],{"class":246},[229,1191,1193],{"class":231,"line":1192},14,[229,1194,359],{"class":246},[229,1196,1198],{"class":231,"line":1197},15,[229,1199,1066],{"emptyLinePlaceholder":787},[229,1201,1203,1206,1208],{"class":231,"line":1202},16,[229,1204,1205],{"class":246},"resp ",[229,1207,256],{"class":242},[229,1209,1210],{"class":246}," client.chat.completions.create(\n",[229,1212,1214,1217,1219,1222],{"class":231,"line":1213},17,[229,1215,1216],{"class":265},"    model",[229,1218,256],{"class":242},[229,1220,1221],{"class":271},"\"gpt-5.4\"",[229,1223,275],{"class":246},[229,1225,1227,1230,1232,1235,1238],{"class":231,"line":1226},18,[229,1228,1229],{"class":265},"    messages",[229,1231,256],{"class":242},[229,1233,1234],{"class":246},"[",[229,1236,1237],{"class":286},"...",[229,1239,1240],{"class":246},"]\n",[229,1242,1244],{"class":231,"line":1243},19,[229,1245,359],{"class":246},[229,1247,1249],{"class":231,"line":1248},20,[229,1250,1251],{"class":235},"# Portkey dashboard 自动看到完整 trace + cost + latency\n",[22,1253,415],{"id":415},[417,1255,1256,1271],{},[420,1257,1258],{},[423,1259,1260,1262,1264,1266,1268],{},[426,1261,428],{},[426,1263,436],{},[426,1265,12],{},[426,1267,433],{},[426,1269,1270],{},"LiteLLM",[438,1272,1273,1290,1306,1320,1333,1348,1363,1377,1392,1407,1422],{},[423,1274,1275,1278,1281,1284,1287],{},[443,1276,1277],{},"形态",[443,1279,1280],{},"Gateway+Obs SaaS",[443,1282,1283],{},"Proxy Obs",[443,1285,1286],{},"SDK Tracing",[443,1288,1289],{},"OSS Gateway",[423,1291,1292,1295,1298,1300,1303],{},[443,1293,1294],{},"集成",[443,1296,1297],{},"改 baseURL（分钟）",[443,1299,1297],{},[443,1301,1302],{},"代码改造（小时）",[443,1304,1305],{},"自托管（小时）",[423,1307,1308,1310,1312,1315,1317],{},[443,1309,472],{},[443,1311,481],{},[443,1313,1314],{},"浅",[443,1316,478],{},[443,1318,1319],{},"–",[423,1321,1322,1324,1326,1328,1330],{},[443,1323,486],{},[443,1325,495],{},[443,1327,492],{},[443,1329,492],{},[443,1331,1332],{},"✅",[423,1334,1335,1338,1341,1344,1346],{},[443,1336,1337],{},"Auto fallback",[443,1339,1340],{},"✅ chains",[443,1342,1343],{},"✅ 基础",[443,1345,492],{},[443,1347,1332],{},[423,1349,1350,1353,1355,1358,1360],{},[443,1351,1352],{},"Semantic caching",[443,1354,1332],{},[443,1356,1357],{},"proxy 级",[443,1359,492],{},[443,1361,1362],{},"Redis",[423,1364,1365,1368,1371,1373,1375],{},[443,1366,1367],{},"MCP Gateway",[443,1369,1370],{},"✅ GA",[443,1372,492],{},[443,1374,492],{},[443,1376,492],{},[423,1378,1379,1381,1384,1387,1390],{},[443,1380,103],{},[443,1382,1383],{},"Enterprise \u002F OSS Gateway",[443,1385,1386],{},"Enterprise（已收购）",[443,1388,1389],{},"✅ 免费无限",[443,1391,1332],{},[423,1393,1394,1396,1399,1402,1405],{},[443,1395,109],{},[443,1397,1398],{},"SOC2 + HIPAA + GDPR + ISO27001",[443,1400,1401],{},"SOC2 + HIPAA",[443,1403,1404],{},"SOC2",[443,1406,1332],{},[423,1408,1409,1412,1415,1417,1420],{},[443,1410,1411],{},"起价",[443,1413,1414],{},"$49\u002F月",[443,1416,800],{},[443,1418,1419],{},"$29\u002F月",[443,1421,796],{},[423,1423,1424,1427,1430,1433,1436],{},[443,1425,1426],{},"免费配额",[443,1428,1429],{},"10K logs",[443,1431,1432],{},"10K req",[443,1434,1435],{},"50K events",[443,1437,1319],{},[22,1439,594],{"id":594},[37,1441,1442,1448,1454,1460,1466,1472,1478,1484],{},[40,1443,1444,1447],{},[43,1445,1446],{},"按 logs 计费要设报警","：超量 $9\u002F100K 容易爆账单",[40,1449,1450,1453],{},[43,1451,1452],{},"PANW 收购变量","：评估时把定价 \u002F 路线图 \u002F API 变动写进风险",[40,1455,1456,1459],{},[43,1457,1458],{},"Tracing 不深够用就好","：复杂 agent 调试要叠 Langfuse",[40,1461,1462,1465],{},[43,1463,1464],{},"Production tier retention 30 天","：超长归档要 Enterprise",[40,1467,1468,1471],{},[43,1469,1470],{},"Air-gapped 价格表","：部分模型成本要手动维护",[40,1473,1474,1477],{},[43,1475,1476],{},"Virtual Key 别裸暴露","：客户端调用务必走 server-side proxy",[40,1479,1480,1483],{},[43,1481,1482],{},"Conditional routing 别写太复杂","：3+ 层条件路由调试痛苦",[40,1485,1486,1489],{},[43,1487,1488],{},"Open Source Gateway != 企业版","：自托管开源版缺 governance \u002F dashboards \u002F evals",[22,1491,648],{"id":647},[37,1493,1494,1497,1500,1503,1506,1509,1512,1515,1518],{},[40,1495,1496],{},"✅ 中大型团队从 PoC 走向生产",[40,1498,1499],{},"✅ 强合规（SOC2 Type 2 + HIPAA + GDPR + ISO27001）",[40,1501,1502],{},"✅ 多团队 RBAC + 预算治理",[40,1504,1505],{},"✅ 大规模 AI agent 部署 + MCP 工具治理",[40,1507,1508],{},"✅ 想要『网关 + 观测』一体化 SaaS",[40,1510,1511],{},"❌ 深度 nested span 调试（用 Langfuse）",[40,1513,1514],{},"❌ 纯网关不要观测（用 LiteLLM）",[40,1516,1517],{},"❌ 中文运营 \u002F 中文支付（用 one-api \u002F new-api）",[40,1519,1520],{},"❌ 极小预算项目（Helicone Hobby \u002F Langfuse Free 更划算）",[22,1522,680],{"id":680},[37,1524,1525,1530,1534,1538],{},[40,1526,1527],{},[686,1528,1529],{"href":788},"Helicone 评测",[40,1531,1532],{},[686,1533,695],{"href":694},[40,1535,1536],{},[686,1537,701],{"href":700},[40,1539,1540],{},[686,1541,707],{"href":706},[22,1543,710],{"id":710},[712,1545,1546,1553,1560,1566],{},[40,1547,1548,1549],{},"Portkey 官网 — Observability 全栈观测 + Palo Alto Networks 收购公告 ",[686,1550,1551],{"href":1551,"rel":1552},"https:\u002F\u002Fportkey.ai\u002Ffeatures\u002Fobservability",[721],[40,1554,1555,1556],{},"TrueFoundry — Portkey AI Gateway Pricing Guide 2026 ",[686,1557,1558],{"href":1558,"rel":1559},"https:\u002F\u002Fwww.truefoundry.com\u002Fblog\u002Fportkey-pricing-guide",[721],[40,1561,1562,1563],{},"BuildMVPFast — Langfuse vs Helicone vs Portkey 对比 ",[686,1564,748],{"href":748,"rel":1565},[721],[40,1567,1568,1569],{},"DevTune — Portkey AI 评测 + 定价 + Gartner Cool Vendor ",[686,1570,1571],{"href":1571,"rel":1572},"https:\u002F\u002Fdevtune.ai\u002Fverticals\u002Fllm-observability-evals-gateways\u002Fportkey",[721],[751,1574,1575],{},"html pre.shiki code .szBVR, html code.shiki .szBVR{--shiki-default:#D73A49;--shiki-dark:#F97583}html pre.shiki code .sVt8B, html code.shiki .sVt8B{--shiki-default:#24292E;--shiki-dark:#E1E4E8}html pre.shiki code .s4XuR, html code.shiki .s4XuR{--shiki-default:#E36209;--shiki-dark:#FFAB70}html pre.shiki code .sZZnC, html code.shiki .sZZnC{--shiki-default:#032F62;--shiki-dark:#9ECBFF}html pre.shiki code .sj4cs, html code.shiki .sj4cs{--shiki-default:#005CC5;--shiki-dark:#79B8FF}html pre.shiki code .sJ8bj, html code.shiki .sJ8bj{--shiki-default:#6A737D;--shiki-dark:#6A737D}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}",{"title":224,"searchDepth":250,"depth":250,"links":1577},[1578,1579,1580,1581,1582,1583,1584,1585,1586,1587],{"id":24,"depth":239,"text":25},{"id":35,"depth":239,"text":35},{"id":119,"depth":239,"text":119},{"id":990,"depth":239,"text":991},{"id":217,"depth":239,"text":217},{"id":415,"depth":239,"text":415},{"id":594,"depth":239,"text":594},{"id":647,"depth":239,"text":648},{"id":680,"depth":239,"text":680},{"id":710,"depth":239,"text":710},"\u002Fimg\u002Ftools\u002Fportkey.webp","Portkey 真实评测：250+ 模型统一 AI 网关 + 全栈观测 + MCP Gateway。2026 被 Palo Alto Networks 收购。免费 10K logs\u002F月，Production $49\u002F月（100K logs + 30 天 retention），Team 大体量，Enterprise SOC2 Type 2 + HIPAA + GDPR + ISO 27001 + 私有云 \u002F VPC + 1T tokens\u002F天里程碑。",[1591,1594,1597,1600],{"q":1592,"a":1593},"Portkey 收购了？","2026 年 Palo Alto Networks 完成收购 Portkey，作为其『保护 AI agent 崛起』战略的一部分。产品继续运营 + 1T tokens\u002F天里程碑达成；对企业买家是利好（背靠 Palo Alto 安全 + 合规背书），但社区担忧定价 \u002F 路线图变化——评估时要把『被 PANW 整合』作为风险项。",{"q":1595,"a":1596},"Recorded logs 是什么计量？","Portkey 不按请求 \u002F token 计费，而是按『记录到观测系统的日志条数』。一次 API 调用 = 一条 log（不含 retries）。100K logs 是『被采集 100K 次请求』的容量，不是『LLM 100K 调用配额』——LLM 费用走你自己付。",{"q":1598,"a":1599},"自托管选项？","Portkey 开源了核心 AI Gateway（GitHub Star 10K+，MIT），可以自托管做纯路由 + 基础观测；但企业级功能（SOC2 \u002F 自动 evals \u002F 团队治理 \u002F governance dashboard）只在 SaaS 或 Enterprise on-prem 提供。",{"q":1601,"a":1602},"MCP Gateway 是什么？","面向 AI agent 的 MCP（Model Context Protocol）统一访问层，已 GA。每次 agent 调工具都自动记录工具名 \u002F 参数 \u002F 响应 \u002F 用户 \u002F 团队 \u002F 延迟 \u002F 状态，是大规模 agent 部署里『谁的 agent 在做什么』可追溯的关键基础设施。",[785],{},[791,766,793],[1607,1611,1614,1618],{"plan":1608,"price":796,"features":1609,"notes":1610},"Developer","10K recorded logs\u002F月 + 3 天 retention + 社区支持 + 基础 fallback","PoC \u002F hobby \u002F 小项目",{"plan":966,"price":1414,"features":1612,"notes":1613},"100K logs\u002F月 + $9\u002F100K 超量（最高 3M）+ 30 天 retention + 语义缓存 + RBAC + Guardrails + 生产支持","中小生产应用",{"plan":138,"price":1615,"features":1616,"notes":1617},"联系销售","更高 log 配额 + 团队治理 + 更长 retention","中型组织",{"plan":144,"price":1619,"features":1620,"notes":1621},"Custom（$5K–$10K+\u002F月）","10M+ logs + 自定义 retention + SSO\u002FSAML + 私有云\u002FVPC + SOC2 Type 2 + HIPAA + GDPR + ISO 27001 + 单租户","大企业 \u002F 强合规","Developer 免费 10K logs\u002F月 \u002F Production $49\u002F月 100K logs \u002F Team 大体量 \u002F Enterprise 定制",[814],[1625],"llm-gateway-comparison",{"power":278,"ux":262,"price":250,"cn_support":239,"stability":262},{"title":436,"description":1589},[1629,1631,1633,1634],{"name":1630,"url":1551,"accessed":821},"Portkey 官网 — Observability 功能",{"name":1632,"url":1558,"accessed":821},"TrueFoundry — Portkey Pricing Guide 2026",{"name":829,"url":748,"accessed":821},{"name":1635,"url":1571,"accessed":821},"DevTune — Portkey AI 评测 + 定价","tools\u002Fcoding\u002Fapi\u002Fportkey","Control Panel for Production AI——AI 网关 + 全栈观测 + MCP 网关，2026 被 Palo Alto Networks 收购",[1639,1640,1641,1642,1643,838,839],"llm-gateway","observability","mcp","governance","enterprise","网关 + 观测一体化最完整的 SaaS。中大型团队从 PoC 走向生产、要 SOC2\u002FHIPAA\u002FMCP\u002F治理走 Portkey。纯观测 → Helicone\u002FLangfuse；自托管控制成本 → LiteLLM + Langfuse。","https:\u002F\u002Fportkey.ai","D-hkXpkUX3nY6PLJAwd90FbNiesZtpVVfrd-6fd4_K8",1784565441052]