[{"data":1,"prerenderedAt":1462},["ShallowReactive",2],{"header-counts":3,"footer-counts":6,"compare-openrouter-vs-portkey":9,"compare-a-openrouter":10,"compare-b-portkey":617},{"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":539,"chinese_friendly":529,"cover":540,"description":541,"domestic":542,"extension":543,"faq":544,"free":542,"github":9,"languages":557,"lastVerified":9,"meta":560,"models":9,"navigation":561,"notSuitable":9,"opensource":542,"path":562,"pillar":563,"platforms":564,"priceTable":566,"pricing":583,"published":584,"relatedPlaybooks":585,"relatedReviews":588,"score":590,"self_host":542,"seo":593,"seoTitle":9,"slug":594,"sources":595,"stem":605,"suitable":9,"tagline":606,"tags":607,"updated":598,"verdict":614,"website":615,"__hash__":616},"tools\u002Ftools\u002Fcoding\u002Fapi\u002Fopenrouter.md","OpenRouter",[14,15,16,17],"coding\u002Fapi\u002Flitellm","coding\u002Fapi\u002Fone-api","coding\u002Fapi\u002Fportkey","coding\u002Fapi\u002Fhelicone",{"type":19,"value":20,"toc":524},"minimark",[21,26,30,33,36,117,120,151,157,161,166,183,188,212,215,248,251,386,389,427,431,460,463,490,493],[22,23,25],"h2",{"id":24},"tldr","TL;DR",[27,28,29],"p",{},"OpenRouter 是 AI API 聚合先驱——一个 OpenAI 兼容 endpoint + 一个 Key，调 60+ 厂商 300+ 模型，5M+ 用户。模型 passthrough 定价 0 markup，但充值有 5.5% 信用卡平台费（$0.80 最低）+ BYOK 月 100 万请求后 5%。自动 fallback \u002F playground \u002F 海量模型选型是杀手锏。国内直连延迟 1500–3000ms + 不支持支付宝是硬伤。",[27,31,32],{},"适合：海外开发者；多模型选型 \u002F 横评；生产 fallback 高可用；零迁移成本（OpenAI SDK 改 baseURL）。不适合：国内对延迟敏感的 AI 编程工具（用 OfoxAI \u002F 自建中转）；要支付宝 \u002F 微信 \u002F 银联；要 self-host（用 one-api \u002F LiteLLM）。",[22,34,35],{"id":35},"核心能力",[37,38,39,47,58,71,81,87,93,99,105,111],"ul",{},[40,41,42,46],"li",{},[43,44,45],"strong",{},"60+ 厂商 300+ 模型","：OpenAI \u002F Anthropic \u002F Google \u002F Meta \u002F DeepSeek \u002F MiniMax \u002F Mistral \u002F Cohere \u002F xAI \u002F NVIDIA \u002F Qwen \u002F 字节豆包 等",[40,48,49,52,53,57],{},[43,50,51],{},"OpenAI 兼容 endpoint","：",[54,55,56],"code",{},"https:\u002F\u002Fopenrouter.ai\u002Fapi\u002Fv1","，SDK 改 baseURL 即用",[40,59,60,52,63,66,67,70],{},[43,61,62],{},"模型 ID 格式",[54,64,65],{},"provider\u002Fmodel-name","（如 ",[54,68,69],{},"anthropic\u002Fclaude-sonnet-4.6","）",[40,72,73,76,77,80],{},[43,74,75],{},"自动 fallback","：请求里列 ",[54,78,79],{},"models: [...]","，前者失败自动切后者",[40,82,83,86],{},[43,84,85],{},"Playground","：5 模型并排测同 prompt + 成本 + 延迟 + 输出",[40,88,89,92],{},[43,90,91],{},"BYOK","：自带 OpenAI \u002F Anthropic Key，OpenRouter 只做网关；前 100 万 req\u002F月免费，超 5% fee",[40,94,95,98],{},[43,96,97],{},"Passthrough 定价","：模型按厂商官方价",[40,100,101,104],{},[43,102,103],{},"免费模型","：Llama 4 Scout \u002F DeepSeek V4 Flash \u002F Qwen3 Coder \u002F Gemma 3 等，每日 5\u002F200 次",[40,106,107,110],{},[43,108,109],{},"Provider ranking \u002F SLA","：dashboard 看每家 provider 延迟 + 错误率",[40,112,113,116],{},[43,114,115],{},"Rankings 页","：模型按 token 消耗排名（市场热度参考）",[22,118,119],{"id":119},"价格",[37,121,122,128,134,140,146],{},[40,123,124,127],{},[43,125,126],{},"Free","：$1 credit + 免费模型 5\u002F日 + 标准限流",[40,129,130,133],{},[43,131,132],{},"Pay-as-you-go","：模型 passthrough + 5.5% 卡费（最低 $0.80）+ 充值 $5 后免费模型涨到 200\u002F日",[40,135,136,139],{},[43,137,138],{},"Team","：$99\u002F月 + Priority routing + 99.9% SLA",[40,141,142,145],{},[43,143,144],{},"Enterprise","：Custom 专属基础设施",[40,147,148,150],{},[43,149,91],{},"：前 100 万 req\u002F月免费，超出 5%",[152,153,154],"blockquote",{},[27,155,156],{},"实际总成本 ≈ 模型价 × (1 + 5.5%) + BYOK 5% × 月 >1M 部分。预算按 5–7% overhead 算。",[22,158,160],{"id":159},"实测小型-saas-后端-海外节点","实测（小型 SaaS 后端 \u002F 海外节点）",[27,162,163],{},[43,164,165],{},"亮点：",[37,167,168,171,174,177,180],{},[40,169,170],{},"5 分钟接入，OpenAI SDK 改两行配置",[40,172,173],{},"Playground 横评新模型省一大堆 boilerplate",[40,175,176],{},"自动 fallback 救命：Anthropic 4 小时宕机时应用零中断",[40,178,179],{},"模型 ID 提示器 + Rankings 看市场热度方便选型",[40,181,182],{},"海外节点延迟 300–600ms，CDN 体感好",[27,184,185],{},[43,186,187],{},"踩坑（国内）：",[37,189,190,193,196,199,206,209],{},[40,191,192],{},"国内直连 1500–3000ms + 高峰超时率明显，Cursor \u002F Claude Code 高频调用体感糟",[40,194,195],{},"不支持支付宝 \u002F 微信 \u002F 银联，只 Visa\u002FMastercard \u002F USDC",[40,197,198],{},"信用卡费 5.5% 最低 $0.80，\u003C$15 充值实际打到 10%+",[40,200,201,202,205],{},"模型 ID 点号分隔（",[54,203,204],{},"claude-sonnet-4.6","）易跟连字符混",[40,207,208],{},"Claude Code 默认走 Anthropic 原生协议，OpenRouter 适配偶有不一致",[40,210,211],{},"「免费模型」rate limit 后可能静默切付费",[22,213,214],{"id":214},"上手",[216,217,218,221,224,227,233,239,245],"ol",{},[40,219,220],{},"openrouter.ai → Google \u002F GitHub OAuth 注册",[40,222,223],{},"Keys → 创建 API Key（sk-or-xxx）",[40,225,226],{},"充值 $10+（Visa \u002F Mastercard \u002F USDC）→ 解锁更高免费配额",[40,228,229,230],{},"代码：",[54,231,232],{},"OpenAI(baseURL='https:\u002F\u002Fopenrouter.ai\u002Fapi\u002Fv1', api_key=KEY)",[40,234,235,236,238],{},"模型用 ",[54,237,65],{}," 格式",[40,240,241,242],{},"加 fallback：",[54,243,244],{},"extra_body={\"models\": [\"anthropic\u002Fclaude-sonnet-4.6\", \"openai\u002Fgpt-5.4\"]}",[40,246,247],{},"Playground 横评再批量切",[22,249,250],{"id":250},"对比",[252,253,254,275],"table",{},[255,256,257],"thead",{},[258,259,260,264,266,269,272],"tr",{},[261,262,263],"th",{},"维度",[261,265,12],{},[261,267,268],{},"LiteLLM",[261,270,271],{},"One-API",[261,273,274],{},"Portkey",[276,277,278,295,312,327,341,354,370],"tbody",{},[258,279,280,284,287,290,293],{},[281,282,283],"td",{},"形态",[281,285,286],{},"SaaS",[281,288,289],{},"OSS + SaaS",[281,291,292],{},"OSS",[281,294,286],{},[258,296,297,300,303,306,309],{},[281,298,299],{},"模型数",[281,301,302],{},"300+",[281,304,305],{},"100+",[281,307,308],{},"30+",[281,310,311],{},"250+",[258,313,314,317,320,323,325],{},[281,315,316],{},"自托管",[281,318,319],{},"❌",[281,321,322],{},"✅",[281,324,322],{},[281,326,144],{},[258,328,329,332,334,337,339],{},[281,330,331],{},"中文支付",[281,333,319],{},[281,335,336],{},"–",[281,338,322],{},[281,340,336],{},[258,342,343,346,348,350,352],{},[281,344,345],{},"Fallback",[281,347,322],{},[281,349,322],{},[281,351,322],{},[281,353,322],{},[258,355,356,359,362,365,367],{},[281,357,358],{},"国内延迟",[281,360,361],{},"1500–3000ms",[281,363,364],{},"自托管自定",[281,366,364],{},[281,368,369],{},"海外为主",[258,371,372,375,378,381,383],{},[281,373,374],{},"成本",[281,376,377],{},"模型 + 5.5%\u002FBYOK 5%",[281,379,380],{},"自付服务器",[281,382,380],{},[281,384,385],{},"按 logs 计费",[22,387,388],{"id":388},"避坑",[37,390,391,397,403,409,415,421],{},[40,392,393,396],{},[43,394,395],{},"国内别裸用","：1500ms+ 起、超时率高，主链路上 OfoxAI \u002F 自建 one-api 中转，OpenRouter 当冷门模型补",[40,398,399,402],{},[43,400,401],{},"预算多算 5–7%","：5.5% 信用卡 + BYOK 5% + 偶发汇率",[40,404,405,408],{},[43,406,407],{},"免费模型生产慎用","：rate limit 后可能静默 fallback 付费，账单失控",[40,410,411,414],{},[43,412,413],{},"模型 ID 格式坑","：点号 vs 连字符要测；新模型 ID 改名要监控",[40,416,417,420],{},[43,418,419],{},"fallback 别堆太多","：5+ fallback 一次失败延迟叠加可能 10s+，前 2 个即可",[40,422,423,426],{},[43,424,425],{},"Claude Code 原生模式建议直连","：OpenRouter 走 OpenAI 兼容协议有时与原生 Anthropic 协议有出入",[22,428,430],{"id":429},"适合-不适合","适合 \u002F 不适合",[37,432,433,436,439,442,445,448,451,454,457],{},[40,434,435],{},"✅ 海外开发者 \u002F 跨境业务",[40,437,438],{},"✅ 多模型选型 \u002F 横评",[40,440,441],{},"✅ 生产 fallback 高可用",[40,443,444],{},"✅ 零迁移成本（OpenAI SDK 改 baseURL）",[40,446,447],{},"✅ BYOK 模式给团队统一 Key 管理",[40,449,450],{},"❌ 国内 AI 编程工具（Cursor \u002F Claude Code）高频调用",[40,452,453],{},"❌ 要支付宝 \u002F 微信 \u002F 银联",[40,455,456],{},"❌ Self-host \u002F 完全控制数据",[40,458,459],{},"❌ 极致低延迟实时应用",[22,461,462],{"id":462},"相关阅读",[37,464,465,472,478,484],{},[40,466,467],{},[468,469,471],"a",{"href":470},"\u002Ftools\u002Fcoding\u002Fapi\u002Flitellm","LiteLLM 评测",[40,473,474],{},[468,475,477],{"href":476},"\u002Ftools\u002Fcoding\u002Fapi\u002Fone-api","One-API 评测",[40,479,480],{},[468,481,483],{"href":482},"\u002Ftools\u002Fcoding\u002Fapi\u002Fportkey","Portkey 评测",[40,485,486],{},[468,487,489],{"href":488},"\u002Ftools\u002Fcoding\u002Fapi\u002Fhelicone","Helicone 评测",[22,491,492],{"id":492},"来源",[216,494,495,503,510,517],{},[40,496,497,498],{},"OfoxAI — OpenRouter 完全指南 2026（国内延迟实测 + 替代方案）",[468,499,500],{"href":500,"rel":501},"https:\u002F\u002Fofox.ai\u002Fzh\u002Fblog\u002Fopenrouter-complete-guide-china-developers-2026",[502],"nofollow",[40,504,505,506],{},"OfoxAI — OpenRouter Pricing 2026 Hidden Markup Breakdown ",[468,507,508],{"href":508,"rel":509},"https:\u002F\u002Fofox.ai\u002Fblog\u002Fopenrouter-pricing-hidden-markup-breakdown-2026\u002F",[502],[40,511,512,513],{},"DigitalApplied — OpenRouter June 2026 New Models & Pricing Roundup ",[468,514,515],{"href":515,"rel":516},"https:\u002F\u002Fwww.digitalapplied.com\u002Fblog\u002Fopenrouter-new-models-june-2026-roundup-pricing-rankings",[502],[40,518,519,520],{},"AIToolBox — OpenRouter Review 2026 ",[468,521,522],{"href":522,"rel":523},"https:\u002F\u002Fwww.aitoolbox.hk\u002Ftools\u002Fopen-router\u002F",[502],{"title":525,"searchDepth":526,"depth":526,"links":527},"",3,[528,530,531,532,533,534,535,536,537,538],{"id":24,"depth":529,"text":25},2,{"id":35,"depth":529,"text":35},{"id":119,"depth":529,"text":119},{"id":159,"depth":529,"text":160},{"id":214,"depth":529,"text":214},{"id":250,"depth":529,"text":250},{"id":388,"depth":529,"text":388},{"id":429,"depth":529,"text":430},{"id":462,"depth":529,"text":462},{"id":492,"depth":529,"text":492},"api","\u002Fimg\u002Ftools\u002Fopenrouter.webp","OpenRouter 真实评测：AI API 聚合先驱，60+ 厂商 300+ 模型一个 OpenAI 兼容 endpoint。passthrough 定价 0 markup + 5.5% 信用卡平台费（$0.80 最低）+ BYOK 5% 月千万请求外。Pay-as-you-go \u002F Team $99\u002F月 SLA \u002F Enterprise。国内直连 1500–3000ms 高峰超时多。",false,"md",[545,548,551,554],{"q":546,"a":547},"国内能用吗？","技术上能（OpenAI SDK 改 baseURL），但服务器在海外、无国内节点：实测首 Token 延迟代理 600–1200ms \u002F 直连 1500–3000ms 且不稳，高峰超时率高。AI 编程类高频调用（Cursor \u002F Claude Code \u002F Cline）国内体验糟糕，主流方案是用 OfoxAI \u002F 自建 one-api\u002Fnew-api 中转。",{"q":549,"a":550},"真的零 markup 吗？","模型本身按厂商官方价 passthrough，技术上 0 markup。但充值有两层平台费：信用卡 5.5%（最低 $0.80，小额充值实际打到 10–20%）、BYOK 月 100 万请求后 5%。预算时按上层多算 5–7%。",{"q":552,"a":553},"自动 fallback 怎么用？","请求里加 `models: ['anthropic\u002Fclaude-sonnet-4.6', 'openai\u002Fgpt-5.4']`，前者失败 \u002F 超时 \u002F 限流时自动切到后者。生产 24h+ 不间断 AI 服务几乎刚需——Anthropic 2026 年 5 月 4 小时宕机，用 fallback 的应用零中断。",{"q":555,"a":556},"免费模型怎么用？","模型列表筛选 $0 价（如 Llama 4 Scout \u002F DeepSeek V4 Flash \u002F Qwen3 Coder \u002F Gemma 3）。未充值每日 5 次，充 $5+ 涨到 200 次\u002F日，附带 20 req\u002Fmin。生产别依赖免费模型，限流 \u002F 排队 \u002F 暗切付费会让计费失控。",[558,559],"en","zh",{},true,"\u002Ftools\u002Fcoding\u002Fapi\u002Fopenrouter","coding",[539,565],"sdk",[567,571,575,579],{"plan":126,"price":568,"features":569,"notes":570},"$0","$1 credit + 免费模型 5\u002F日 + 标准限流","不需要信用卡",{"plan":132,"price":572,"features":573,"notes":574},"Passthrough + 5.5% 卡费","300+ 模型 + 标准限流 + 充 $5 后免费模型 200\u002F日 + BYOK","信用卡平台费最低 $0.80",{"plan":138,"price":576,"features":577,"notes":578},"$99\u002F月","Priority routing + 99.9% SLA + 更高限流","面向生产应用",{"plan":144,"price":580,"features":581,"notes":582},"Custom","专属基础设施 + 自定义合同","大规模生产","免费 $1 credit + 5\u002F日 → 200\u002F日（充 $5+） \u002F Pay-as-you-go passthrough + 5.5% 卡费 \u002F Team $99\u002F月 SLA \u002F Enterprise","2026-06-19",[586,587],"onboarding\u002Frag-pipeline-build","onboarding\u002Fclaude-code-getting-started",[589],"llm-gateway-comparison",{"power":591,"ux":592,"price":592,"cn_support":529,"stability":592},5,4,{"title":12,"description":541},"coding\u002Fapi\u002Fopenrouter",[596,599,601,603],{"name":597,"url":500,"accessed":598},"OfoxAI — OpenRouter 完全指南 2026","2026-06-24",{"name":600,"url":508,"accessed":598},"OfoxAI — OpenRouter Pricing Hidden Markup",{"name":602,"url":515,"accessed":598},"DigitalApplied — OpenRouter June 2026 Roundup",{"name":604,"url":522,"accessed":598},"AIToolBox — OpenRouter Review 2026","tools\u002Fcoding\u002Fapi\u002Fopenrouter","AI API 聚合先驱——一个 Key + 一个 endpoint 调 300+ 模型，自动 fallback，OpenAI 兼容",[608,609,610,611,612,613],"api-gateway","aggregator","openai-compatible","fallback","multi-model","byok","AI API 聚合的全球事实标准——300+ 模型 \u002F 一个 Key \u002F 自动 fallback。海外开发者首选；国内开发者延迟 1500–3000ms + 不支持支付宝是硬伤，主走 OfoxAI \u002F one-api 自建中转。","https:\u002F\u002Fopenrouter.ai","baZ8onQahFHHQRNSweqSrYSNISBgcVfv7vmfrkme054",{"id":618,"title":274,"alternatives":619,"api_compatible":9,"body":620,"category":539,"chinese_friendly":529,"cover":1400,"description":1401,"domestic":542,"extension":543,"faq":1402,"free":542,"github":9,"languages":1415,"lastVerified":9,"meta":1416,"models":9,"navigation":561,"notSuitable":9,"opensource":561,"path":482,"pillar":563,"platforms":1417,"priceTable":1419,"pricing":1435,"published":584,"relatedPlaybooks":1436,"relatedReviews":1437,"score":1438,"self_host":561,"seo":1439,"seoTitle":9,"slug":16,"sources":1440,"stem":1449,"suitable":9,"tagline":1450,"tags":1451,"updated":598,"verdict":1459,"website":1460,"__hash__":1461},"tools\u002Ftools\u002Fcoding\u002Fapi\u002Fportkey.md",[17,14,594,15],{"type":19,"value":621,"toc":1388},[622,624,627,630,632,726,728,757,762,766,770,790,795,818,820,1056,1058,1248,1250,1300,1302,1331,1333,1352,1354,1384],[22,623,25],{"id":24},[27,625,626],{},"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。",[27,628,629],{},"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）。",[22,631,35],{"id":35},[37,633,634,640,646,652,658,664,670,676,682,687,693,698,703,708,714,720],{},[40,635,636,639],{},[43,637,638],{},"250+ 模型 unified API","：OpenAI \u002F Anthropic \u002F Google \u002F AWS Bedrock \u002F Azure \u002F Cohere \u002F 等",[40,641,642,645],{},[43,643,644],{},"Fallback \u002F Load Balancing \u002F Conditional Routing","：跨 provider 高可用",[40,647,648,651],{},[43,649,650],{},"Semantic + simple caching","：减延迟 + 降成本",[40,653,654,657],{},[43,655,656],{},"Retries \u002F circuit breakers","：完整 SRE 配套",[40,659,660,663],{},[43,661,662],{},"Full-stack Observability","：40+ 维度 logs \u002F traces \u002F metrics",[40,665,666,669],{},[43,667,668],{},"OpenTelemetry 兼容","：导出到现有 APM",[40,671,672,675],{},[43,673,674],{},"Tracing","：跨 LLM call + tool use 统一时序视图",[40,677,678,681],{},[43,679,680],{},"Auto-instrumentation","：自动埋点多个 LLM \u002F agent 框架",[40,683,684],{},[43,685,686],{},"Prompt management + templates",[40,688,689,692],{},[43,690,691],{},"MCP Gateway（GA）","：AI agent 工具调用统一访问 + 审计",[40,694,695],{},[43,696,697],{},"RBAC + SSO\u002FSAML + Audit",[40,699,700],{},[43,701,702],{},"Hierarchical budgets + rate limits",[40,704,705],{},[43,706,707],{},"Guardrails",[40,709,710,713],{},[43,711,712],{},"Compliance","：SOC2 Type 2 \u002F HIPAA \u002F GDPR \u002F ISO 27001（Enterprise）",[40,715,716,719],{},[43,717,718],{},"部署","：SaaS \u002F 私有云 \u002F VPC \u002F on-prem（Enterprise）",[40,721,722,725],{},[43,723,724],{},"Open Source Gateway","：MIT 协议，可自托管纯路由层",[22,727,119],{"id":119},[37,729,730,736,742,747,752],{},[40,731,732,735],{},[43,733,734],{},"Developer Free","：10K logs\u002F月 + 3 天 retention + 基础功能",[40,737,738,741],{},[43,739,740],{},"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",[40,743,744,746],{},[43,745,138],{},"：联系销售（更高 log 配额 + 团队治理 + 更长 retention）",[40,748,749,751],{},[43,750,144],{},"：Custom（业界估 $5K–$10K+\u002F月）+ 10M+ logs + 自定义 retention + 全套合规 + SSO + 私有云",[40,753,754,756],{},[43,755,724],{},"：$0 自托管 MIT",[152,758,759],{},[27,760,761],{},"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。",[22,763,765],{"id":764},"实测中型-saas-series-b-团队","实测（中型 SaaS \u002F Series B 团队）",[27,767,768],{},[43,769,165],{},[37,771,772,775,778,781,784,787],{},[40,773,774],{},"2 分钟改 baseURL 接入，立即看到所有 LLM 调用",[40,776,777],{},"40+ 维度 dashboard 让 FinOps 团队第一次能拍预算",[40,779,780],{},"conditional routing 让『便宜模型先试 + 失败 fallback 贵模型』容易实现",[40,782,783],{},"MCP Gateway 给团队的 agent 工具调用上了治理",[40,785,786],{},"SOC 2 Type 2 + HIPAA 让合规过审快",[40,788,789],{},"Auto-instrumentation 帮 LangChain \u002F LlamaIndex 应用零代码改造",[27,791,792],{},[43,793,794],{},"踩坑：",[37,796,797,800,803,806,809,812,815],{},[40,798,799],{},"按 recorded logs 计费让用量突增时账单失控",[40,801,802],{},"Tracing 深度不如 Langfuse 的 nested span（复杂 agent 调试不够）",[40,804,805],{},"模型价格表对部分模型不全 \u002F air-gapped 部署需手动维护",[40,807,808],{},"文档对高级配置存在 gap，社区反馈一致",[40,810,811],{},"中文场景体验有限",[40,813,814],{},"log retention 30 天上限不动 Enterprise 解决",[40,816,817],{},"PANW 收购后路线图 \u002F 定价变动是评估风险",[22,819,214],{"id":214},[821,822,826],"pre",{"className":823,"code":824,"language":825,"meta":525,"style":525},"language-python shiki shiki-themes github-light github-dark","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","python",[54,827,828,847,852,863,878,890,901,922,931,947,962,968,985,991,997,1002,1013,1026,1044,1049],{"__ignoreMap":525},[829,830,833,837,841,844],"span",{"class":831,"line":832},"line",1,[829,834,836],{"class":835},"szBVR","from",[829,838,840],{"class":839},"sVt8B"," portkey_ai ",[829,842,843],{"class":835},"import",[829,845,846],{"class":839}," Portkey\n",[829,848,849],{"class":831,"line":529},[829,850,851],{"emptyLinePlaceholder":561},"\n",[829,853,854,857,860],{"class":831,"line":526},[829,855,856],{"class":839},"client ",[829,858,859],{"class":835},"=",[829,861,862],{"class":839}," Portkey(\n",[829,864,865,869,871,875],{"class":831,"line":592},[829,866,868],{"class":867},"s4XuR","    api_key",[829,870,859],{"class":835},[829,872,874],{"class":873},"sZZnC","\"YOUR_PORTKEY_KEY\"",[829,876,877],{"class":839},",\n",[829,879,880,883,885,888],{"class":831,"line":591},[829,881,882],{"class":867},"    virtual_key",[829,884,859],{"class":835},[829,886,887],{"class":873},"\"OPENAI_VIRTUAL_KEY\"",[829,889,877],{"class":839},[829,891,893,896,898],{"class":831,"line":892},6,[829,894,895],{"class":867},"    config",[829,897,859],{"class":835},[829,899,900],{"class":839},"{\n",[829,902,904,907,910,913,916,919],{"class":831,"line":903},7,[829,905,906],{"class":873},"        \"strategy\"",[829,908,909],{"class":839},": {",[829,911,912],{"class":873},"\"mode\"",[829,914,915],{"class":839},": ",[829,917,918],{"class":873},"\"fallback\"",[829,920,921],{"class":839},"},\n",[829,923,925,928],{"class":831,"line":924},8,[829,926,927],{"class":873},"        \"targets\"",[829,929,930],{"class":839},": [\n",[829,932,934,937,940,942,945],{"class":831,"line":933},9,[829,935,936],{"class":839},"            {",[829,938,939],{"class":873},"\"virtual_key\"",[829,941,915],{"class":839},[829,943,944],{"class":873},"\"OPENAI_VK\"",[829,946,921],{"class":839},[829,948,950,952,954,956,959],{"class":831,"line":949},10,[829,951,936],{"class":839},[829,953,939],{"class":873},[829,955,915],{"class":839},[829,957,958],{"class":873},"\"ANTHROPIC_VK\"",[829,960,961],{"class":839},"}\n",[829,963,965],{"class":831,"line":964},11,[829,966,967],{"class":839},"        ],\n",[829,969,971,974,976,978,980,983],{"class":831,"line":970},12,[829,972,973],{"class":873},"        \"cache\"",[829,975,909],{"class":839},[829,977,912],{"class":873},[829,979,915],{"class":839},[829,981,982],{"class":873},"\"semantic\"",[829,984,961],{"class":839},[829,986,988],{"class":831,"line":987},13,[829,989,990],{"class":839},"    }\n",[829,992,994],{"class":831,"line":993},14,[829,995,996],{"class":839},")\n",[829,998,1000],{"class":831,"line":999},15,[829,1001,851],{"emptyLinePlaceholder":561},[829,1003,1005,1008,1010],{"class":831,"line":1004},16,[829,1006,1007],{"class":839},"resp ",[829,1009,859],{"class":835},[829,1011,1012],{"class":839}," client.chat.completions.create(\n",[829,1014,1016,1019,1021,1024],{"class":831,"line":1015},17,[829,1017,1018],{"class":867},"    model",[829,1020,859],{"class":835},[829,1022,1023],{"class":873},"\"gpt-5.4\"",[829,1025,877],{"class":839},[829,1027,1029,1032,1034,1037,1041],{"class":831,"line":1028},18,[829,1030,1031],{"class":867},"    messages",[829,1033,859],{"class":835},[829,1035,1036],{"class":839},"[",[829,1038,1040],{"class":1039},"sj4cs","...",[829,1042,1043],{"class":839},"]\n",[829,1045,1047],{"class":831,"line":1046},19,[829,1048,996],{"class":839},[829,1050,1052],{"class":831,"line":1051},20,[829,1053,1055],{"class":1054},"sJ8bj","# Portkey dashboard 自动看到完整 trace + cost + latency\n",[22,1057,250],{"id":250},[252,1059,1060,1076],{},[255,1061,1062],{},[258,1063,1064,1066,1068,1071,1074],{},[261,1065,263],{},[261,1067,274],{},[261,1069,1070],{},"Helicone",[261,1072,1073],{},"Langfuse",[261,1075,268],{},[276,1077,1078,1094,1110,1126,1140,1155,1170,1184,1200,1216,1232],{},[258,1079,1080,1082,1085,1088,1091],{},[281,1081,283],{},[281,1083,1084],{},"Gateway+Obs SaaS",[281,1086,1087],{},"Proxy Obs",[281,1089,1090],{},"SDK Tracing",[281,1092,1093],{},"OSS Gateway",[258,1095,1096,1099,1102,1104,1107],{},[281,1097,1098],{},"集成",[281,1100,1101],{},"改 baseURL（分钟）",[281,1103,1101],{},[281,1105,1106],{},"代码改造（小时）",[281,1108,1109],{},"自托管（小时）",[258,1111,1112,1115,1118,1121,1124],{},[281,1113,1114],{},"Tracing 深度",[281,1116,1117],{},"中",[281,1119,1120],{},"浅",[281,1122,1123],{},"✅ 深 nested",[281,1125,336],{},[258,1127,1128,1131,1134,1136,1138],{},[281,1129,1130],{},"Multi-provider routing",[281,1132,1133],{},"✅ 250+",[281,1135,319],{},[281,1137,319],{},[281,1139,322],{},[258,1141,1142,1145,1148,1151,1153],{},[281,1143,1144],{},"Auto fallback",[281,1146,1147],{},"✅ chains",[281,1149,1150],{},"✅ 基础",[281,1152,319],{},[281,1154,322],{},[258,1156,1157,1160,1162,1165,1167],{},[281,1158,1159],{},"Semantic caching",[281,1161,322],{},[281,1163,1164],{},"proxy 级",[281,1166,319],{},[281,1168,1169],{},"Redis",[258,1171,1172,1175,1178,1180,1182],{},[281,1173,1174],{},"MCP Gateway",[281,1176,1177],{},"✅ GA",[281,1179,319],{},[281,1181,319],{},[281,1183,319],{},[258,1185,1186,1189,1192,1195,1198],{},[281,1187,1188],{},"Self-host",[281,1190,1191],{},"Enterprise \u002F OSS Gateway",[281,1193,1194],{},"Enterprise（已收购）",[281,1196,1197],{},"✅ 免费无限",[281,1199,322],{},[258,1201,1202,1205,1208,1211,1214],{},[281,1203,1204],{},"合规",[281,1206,1207],{},"SOC2 + HIPAA + GDPR + ISO27001",[281,1209,1210],{},"SOC2 + HIPAA",[281,1212,1213],{},"SOC2",[281,1215,322],{},[258,1217,1218,1221,1224,1227,1230],{},[281,1219,1220],{},"起价",[281,1222,1223],{},"$49\u002F月",[281,1225,1226],{},"$79\u002F月",[281,1228,1229],{},"$29\u002F月",[281,1231,568],{},[258,1233,1234,1237,1240,1243,1246],{},[281,1235,1236],{},"免费配额",[281,1238,1239],{},"10K logs",[281,1241,1242],{},"10K req",[281,1244,1245],{},"50K events",[281,1247,336],{},[22,1249,388],{"id":388},[37,1251,1252,1258,1264,1270,1276,1282,1288,1294],{},[40,1253,1254,1257],{},[43,1255,1256],{},"按 logs 计费要设报警","：超量 $9\u002F100K 容易爆账单",[40,1259,1260,1263],{},[43,1261,1262],{},"PANW 收购变量","：评估时把定价 \u002F 路线图 \u002F API 变动写进风险",[40,1265,1266,1269],{},[43,1267,1268],{},"Tracing 不深够用就好","：复杂 agent 调试要叠 Langfuse",[40,1271,1272,1275],{},[43,1273,1274],{},"Production tier retention 30 天","：超长归档要 Enterprise",[40,1277,1278,1281],{},[43,1279,1280],{},"Air-gapped 价格表","：部分模型成本要手动维护",[40,1283,1284,1287],{},[43,1285,1286],{},"Virtual Key 别裸暴露","：客户端调用务必走 server-side proxy",[40,1289,1290,1293],{},[43,1291,1292],{},"Conditional routing 别写太复杂","：3+ 层条件路由调试痛苦",[40,1295,1296,1299],{},[43,1297,1298],{},"Open Source Gateway != 企业版","：自托管开源版缺 governance \u002F dashboards \u002F evals",[22,1301,430],{"id":429},[37,1303,1304,1307,1310,1313,1316,1319,1322,1325,1328],{},[40,1305,1306],{},"✅ 中大型团队从 PoC 走向生产",[40,1308,1309],{},"✅ 强合规（SOC2 Type 2 + HIPAA + GDPR + ISO27001）",[40,1311,1312],{},"✅ 多团队 RBAC + 预算治理",[40,1314,1315],{},"✅ 大规模 AI agent 部署 + MCP 工具治理",[40,1317,1318],{},"✅ 想要『网关 + 观测』一体化 SaaS",[40,1320,1321],{},"❌ 深度 nested span 调试（用 Langfuse）",[40,1323,1324],{},"❌ 纯网关不要观测（用 LiteLLM）",[40,1326,1327],{},"❌ 中文运营 \u002F 中文支付（用 one-api \u002F new-api）",[40,1329,1330],{},"❌ 极小预算项目（Helicone Hobby \u002F Langfuse Free 更划算）",[22,1332,462],{"id":462},[37,1334,1335,1339,1343,1348],{},[40,1336,1337],{},[468,1338,489],{"href":488},[40,1340,1341],{},[468,1342,471],{"href":470},[40,1344,1345],{},[468,1346,1347],{"href":562},"OpenRouter 评测",[40,1349,1350],{},[468,1351,477],{"href":476},[22,1353,492],{"id":492},[216,1355,1356,1363,1370,1377],{},[40,1357,1358,1359],{},"Portkey 官网 — Observability 全栈观测 + Palo Alto Networks 收购公告 ",[468,1360,1361],{"href":1361,"rel":1362},"https:\u002F\u002Fportkey.ai\u002Ffeatures\u002Fobservability",[502],[40,1364,1365,1366],{},"TrueFoundry — Portkey AI Gateway Pricing Guide 2026 ",[468,1367,1368],{"href":1368,"rel":1369},"https:\u002F\u002Fwww.truefoundry.com\u002Fblog\u002Fportkey-pricing-guide",[502],[40,1371,1372,1373],{},"BuildMVPFast — Langfuse vs Helicone vs Portkey 对比 ",[468,1374,1375],{"href":1375,"rel":1376},"https:\u002F\u002Fwww.buildmvpfast.com\u002Fblog\u002Fllm-observability-stack-langfuse-helicone-portkey-2026",[502],[40,1378,1379,1380],{},"DevTune — Portkey AI 评测 + 定价 + Gartner Cool Vendor ",[468,1381,1382],{"href":1382,"rel":1383},"https:\u002F\u002Fdevtune.ai\u002Fverticals\u002Fllm-observability-evals-gateways\u002Fportkey",[502],[1385,1386,1387],"style",{},"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":525,"searchDepth":526,"depth":526,"links":1389},[1390,1391,1392,1393,1394,1395,1396,1397,1398,1399],{"id":24,"depth":529,"text":25},{"id":35,"depth":529,"text":35},{"id":119,"depth":529,"text":119},{"id":764,"depth":529,"text":765},{"id":214,"depth":529,"text":214},{"id":250,"depth":529,"text":250},{"id":388,"depth":529,"text":388},{"id":429,"depth":529,"text":430},{"id":462,"depth":529,"text":462},{"id":492,"depth":529,"text":492},"\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。",[1403,1406,1409,1412],{"q":1404,"a":1405},"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":1407,"a":1408},"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":1410,"a":1411},"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":1413,"a":1414},"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。",[558],{},[1418,539,565],"saas",[1420,1424,1427,1431],{"plan":1421,"price":568,"features":1422,"notes":1423},"Developer","10K recorded logs\u002F月 + 3 天 retention + 社区支持 + 基础 fallback","PoC \u002F hobby \u002F 小项目",{"plan":740,"price":1223,"features":1425,"notes":1426},"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":1428,"features":1429,"notes":1430},"联系销售","更高 log 配额 + 团队治理 + 更长 retention","中型组织",{"plan":144,"price":1432,"features":1433,"notes":1434},"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",[586],[589],{"power":591,"ux":592,"price":526,"cn_support":529,"stability":592},{"title":274,"description":1401},[1441,1443,1445,1447],{"name":1442,"url":1361,"accessed":598},"Portkey 官网 — Observability 功能",{"name":1444,"url":1368,"accessed":598},"TrueFoundry — Portkey Pricing Guide 2026",{"name":1446,"url":1375,"accessed":598},"BuildMVPFast — Langfuse vs Helicone vs Portkey",{"name":1448,"url":1382,"accessed":598},"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",[1452,1453,1454,1455,1456,1457,1458],"llm-gateway","observability","mcp","governance","enterprise","soc2","hipaa","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",1784565441178]