{"id":3111,"date":"2026-07-10T12:21:36","date_gmt":"2026-07-10T09:21:36","guid":{"rendered":"https:\/\/shareai.now\/?p=3111"},"modified":"2026-07-14T03:20:11","modified_gmt":"2026-07-14T00:20:11","slug":"helicone-%e4%b8%8e-litellm-%e8%b7%af%e7%94%b1%e5%8f%af%e8%a7%82%e6%b5%8b%e6%80%a7","status":"publish","type":"post","link":"https:\/\/shareai.now\/zh\/%e5%8d%9a%e5%ae%a2\/%e6%b4%9e%e5%af%9f\/helicone-%e4%b8%8e-litellm-%e8%b7%af%e7%94%b1%e5%8f%af%e8%a7%82%e6%b5%8b%e6%80%a7\/","title":{"rendered":"Helicone \u4e0e LiteLLM\uff1a\u8def\u7531\u548c\u53ef\u89c2\u6d4b\u6027\u6743\u8861"},"content":{"rendered":"<p class=\"wp-block-paragraph\"><strong>Helicone \u4e0e LiteLLM<\/strong> \u662f\u4e00\u4e2a\u6709\u7528\u7684\u6bd4\u8f83\uff0c\u56e0\u4e3a\u8fd9\u4e24\u4e2a\u5de5\u5177\u90fd\u7d27\u8d34LLM\u8bf7\u6c42\u8def\u5f84\uff0c\u4f46\u5b83\u4eec\u89e3\u51b3\u7684\u751f\u4ea7\u95ee\u9898\u5e76\u4e0d\u76f8\u540c\u3002Helicone \u5728\u56e2\u961f\u9700\u8981\u8bf7\u6c42\u53ef\u89c2\u5bdf\u6027\u3001\u6210\u672c\u53ef\u89c1\u6027\u3001\u63d0\u793a\u5386\u53f2\u4ee5\u53ca\u56f4\u7ed5\u6a21\u578b\u4f7f\u7528\u7684\u4ea7\u54c1\u5206\u6790\u65f6\u8868\u73b0\u6700\u5f3a\u3002LiteLLM \u5728\u56e2\u961f\u9700\u8981\u4e00\u4e2a\u81ea\u6258\u7ba1\u6216\u53d7\u63a7\u7684\u7f51\u5173\u6765\u89c4\u8303\u5316\u63d0\u4f9b\u5546\u8c03\u7528\u3001\u7ba1\u7406\u5bc6\u94a5\u3001\u8bbe\u7f6e\u9884\u7b97\u4ee5\u53ca\u8de8\u6a21\u578b\u8def\u7531\u6d41\u91cf\u65f6\u8868\u73b0\u6700\u5f3a\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6b63\u786e\u7684\u9009\u62e9\u53d6\u51b3\u4e8e\u60a8\u7684\u56e2\u961f\u5e0c\u671b\u62e5\u6709\u4ec0\u4e48\u3002\u5982\u679c\u60a8\u5e0c\u671b\u89c2\u5bdf\u6a21\u578b\u8c03\u7528\uff0cHelicone \u662f\u66f4\u7b80\u6d01\u7684\u8d77\u70b9\u3002\u5982\u679c\u60a8\u5e0c\u671b\u64cd\u4f5c\u81ea\u5df1\u7684\u4ee3\u7406\u3001\u5bc6\u94a5\u3001\u8def\u7531\u7b56\u7565\u548c\u9884\u7b97\u63a7\u5236\uff0cLiteLLM \u66f4\u9002\u5408\u3002\u5982\u679c\u60a8\u5e0c\u671b\u4e00\u4e2a\u6258\u7ba1\u7684\u6a21\u578b\u5e02\u573a\u548cAPI\uff0c\u62e5\u6709150+\u6a21\u578b\u3001\u667a\u80fd\u8def\u7531\u3001\u6545\u969c\u8f6c\u79fb\u3001\u900f\u660e\u7684\u5e02\u573a\u4fe1\u53f7\u4ee5\u53ca\u6309\u4ee4\u724c\u4ed8\u8d39\u4f7f\u7528\uff0c, <a href=\"https:\/\/shareai.now\/models\/?utm_source=blog&#038;utm_medium=content&#038;utm_campaign=helicone-vs-litellm-routing-observability\">ShareAI \u7684\u6a21\u578b\u5e02\u573a<\/a> \u662f\u66f4\u76f4\u63a5\u7684\u8def\u5f84\u3002.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/shareai.now\/wp-content\/uploads\/2025\/10\/helicone.jpg\" alt=\"Helicone \u4e0e LiteLLM \u7684 Helicone \u622a\u56fe\"\/><figcaption>\u7528\u4e8e\u6bd4\u8f83\u80cc\u666f\u7684 Helicone \u622a\u56fe\u3002.<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Helicone \u4e0e LiteLLM \u5feb\u901f\u6bd4\u8f83<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u95ee\u9898<\/th><th>Helicone<\/th><th>LiteLLM<\/th><th>ShareAI \u89d2\u5ea6<\/th><\/tr><\/thead><tbody><tr><td>\u4e3b\u8981\u4efb\u52a1<\/td><td>LLM \u53ef\u89c2\u5bdf\u6027\u3001\u8bf7\u6c42\u65e5\u5fd7\u3001\u6210\u672c\u5206\u6790\u3001\u63d0\u793a\u548c\u8b66\u62a5\u3002.<\/td><td>\u63d0\u4f9b\u5546\u4ee3\u7406\u3001\u517c\u5bb9 OpenAI \u7684 API \u5c42\u3001\u865a\u62df\u5bc6\u94a5\u3001\u9884\u7b97\u3001\u8def\u7531\u548c\u56de\u9000\u3002.<\/td><td>\u6258\u7ba1\u7684 AI \u5e02\u573a\u548c API\uff0c\u7528\u4e8e\u6a21\u578b\u8bbf\u95ee\u3001\u8def\u7531\u3001\u6545\u969c\u8f6c\u79fb\u3001\u4f7f\u7528\u3001\u8ba1\u8d39\u548c Builder \u76c8\u5229\u3002.<\/td><\/tr><tr><td>\u6700\u4f73\u5339\u914d<\/td><td>\u9700\u8981\u4e86\u89e3\u7528\u6237\u3001\u63d0\u793a\u3001\u6a21\u578b\u3001\u6210\u672c\u3001\u5ef6\u8fdf\u548c\u9519\u8bef\u884c\u4e3a\u7684\u56e2\u961f\u3002.<\/td><td>\u5e0c\u671b\u62e5\u6709\u5e76\u64cd\u4f5c\u81ea\u5df1\u7684\u7f51\u5173\u63a7\u5236\u5e73\u9762\u7684\u56e2\u961f\u3002.<\/td><td>\u5e0c\u671b\u65e0\u9700\u8fd0\u884c\u7f51\u5173\u57fa\u7840\u8bbe\u65bd\u5373\u53ef\u83b7\u5f97\u6a21\u578b\u8bbf\u95ee\u548c\u5e02\u573a\u8def\u7531\u7684\u56e2\u961f\u3002.<\/td><\/tr><tr><td>\u64cd\u4f5c\u5de5\u4f5c<\/td><td>\u5982\u679c\u7528\u4f5c\u6258\u7ba1\u7684\u53ef\u89c2\u5bdf\u6027\u548c\u7f51\u5173\u5c42\uff0c\u5219\u8f83\u4f4e\u3002.<\/td><td>\u5982\u679c\u662f\u81ea\u6258\u7ba1\uff0c\u5219\u8f83\u9ad8\uff0c\u56e0\u4e3a\u56e2\u961f\u9700\u8981\u8d1f\u8d23\u90e8\u7f72\u3001\u5347\u7ea7\u3001\u5bc6\u94a5\u548c\u7b56\u7565\u3002.<\/td><td>\u9762\u5411\u5e0c\u671b\u6258\u7ba1\u591a\u6a21\u578b\u8bbf\u95ee\u548c\u7b80\u5355\u6309\u4ee4\u724c\u4f7f\u7528\u4ed8\u8d39\u7684\u56e2\u961f\uff0c\u4ef7\u683c\u66f4\u4f4e\u3002.<\/td><\/tr><tr><td>\u6ce8\u610f\u4e8b\u9879<\/td><td>\u8def\u7ebf\u56fe\u9884\u671f\u5f88\u91cd\u8981\uff0c\u56e0\u4e3aHelicone\u5ba3\u5e03\u4e86\u5176Mintlify\u6536\u8d2d\u4ee5\u53ca2026\u5e74\u7684\u7ef4\u62a4\u6a21\u5f0f\u65b9\u5411\u3002.<\/td><td>\u81ea\u6258\u7ba1\u63d0\u4f9b\u4e86\u63a7\u5236\u6743\uff0c\u4f46\u4e5f\u5e26\u6765\u4e86\u5b89\u5168\u6027\u3001\u5347\u7ea7\u548c\u4f9d\u8d56\u7ba1\u7406\u7684\u8d23\u4efb\u3002.<\/td><td>ShareAI\u4e0d\u662f\u4e00\u4e2a\u8ffd\u8e2a\u4eea\u8868\u677f\u6216\u81ea\u6258\u7ba1\u4ee3\u7406\u3002\u5b83\u662fAI\u5e02\u573a\u548cAPI\u5c42\u3002.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Helicone\u7684\u6700\u4f73\u7528\u9014<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Helicone\u6700\u597d\u88ab\u7406\u89e3\u4e3a\u4e00\u4e2a\u4ee5\u53ef\u89c2\u5bdf\u6027\u4e3a\u6838\u5fc3\u7684LLM\u5e94\u7528\u5c42\u3002\u5176\u6587\u6863\u5f3a\u8c03\u8bf7\u6c42\u65e5\u5fd7\u8bb0\u5f55\u3001\u6210\u672c\u3001\u5ef6\u8fdf\u3001\u9519\u8bef\u548c\u8b66\u62a5\uff0c\u8fd9\u4f7f\u5f97\u5f53\u56e2\u961f\u9700\u8981\u4e86\u89e3\u6a21\u578b\u8c03\u7528\u5728\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u8868\u73b0\u65f6\u975e\u5e38\u6709\u7528\u3002Helicone\u8fd8\u63d0\u4f9b\u4e86\u4e00\u4e2aAI\u7f51\u5173\u8def\u5f84\uff0c\u8ba9\u56e2\u961f\u53ef\u4ee5\u4f7f\u7528\u4e00\u4e2a\u7edf\u4e00\u7684API\u8bbf\u95ee\u591a\u4e2a\u63d0\u4f9b\u5546\uff0c\u5e76\u5728\u6bcf\u4e2a\u8bf7\u6c42\u4e2d\u81ea\u52a8\u9644\u52a0\u53ef\u89c2\u5bdf\u6027\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f53\u4e3b\u8981\u95ee\u9898\u662f\u53ef\u89c1\u6027\u65f6\uff0c\u8fd9\u4e00\u70b9\u5c24\u4e3a\u91cd\u8981\u3002\u5982\u679c\u4ea7\u54c1\u56e2\u961f\u65e0\u6cd5\u56de\u7b54\u54ea\u4e9b\u7528\u6237\u9a71\u52a8\u4e86\u6210\u672c\u3001\u54ea\u4e9b\u63d0\u793a\u8f83\u6162\u3001\u54ea\u4e9b\u6a21\u578b\u5931\u8d25\u6700\u9891\u7e41\u6216\u54ea\u4e9b\u529f\u80fd\u751f\u6210\u4e86\u6700\u591a\u7684\u6a21\u578b\u6d41\u91cf\uff0c\u4ec5\u9760\u4ee3\u7406\u65e0\u6cd5\u89e3\u51b3\u95ee\u9898\u3002Helicone\u7684 <a href=\"https:\/\/docs.helicone.ai\/getting-started\/platform-overview?utm_source=shareai.now&#038;utm_medium=content&#038;utm_campaign=helicone-vs-litellm-routing-observability\">\u5e73\u53f0\u6982\u89c8<\/a> \u548c <a href=\"https:\/\/docs.helicone.ai\/features\/alerts?utm_source=shareai.now&#038;utm_medium=content&#038;utm_campaign=helicone-vs-litellm-routing-observability\">\u8b66\u62a5\u6587\u6863<\/a> \u660e\u786e\u4e86\u8fd9\u4e00\u53ef\u89c2\u5bdf\u6027\u89d2\u8272\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u79cd\u6743\u8861\u662f\u6218\u7565\u6027\u7684\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u6280\u672f\u6027\u7684\u3002Helicone\u57282026\u5e743\u6708\u5ba3\u5e03\u52a0\u5165Mintlify\uff0c\u5e76\u8868\u793a\u670d\u52a1\u5c06\u4fdd\u6301\u5728\u7ebf\u7ef4\u62a4\u6a21\u5f0f\uff0c\u540c\u65f6\u7ee7\u7eed\u8fdb\u884c\u5b89\u5168\u66f4\u65b0\u3001\u65b0\u6a21\u578b\u3001\u9519\u8bef\u4fee\u590d\u548c\u6027\u80fd\u4fee\u590d\u3002\u9009\u62e9Helicone\u7684\u56e2\u961f\u5e94\u9605\u8bfb <a href=\"https:\/\/www.helicone.ai\/blog\/joining-mintlify?utm_source=shareai.now&#038;utm_medium=content&#038;utm_campaign=helicone-vs-litellm-routing-observability\">Helicone\u548cMintlify\u66f4\u65b0<\/a> \u5e76\u51b3\u5b9a\u8def\u7ebf\u56fe\u65b9\u5411\u662f\u5426\u7b26\u5408\u5176\u57fa\u7840\u8bbe\u65bd\u8ba1\u5212\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">LiteLLM\u7684\u6700\u4f73\u7528\u9014<\/h2>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/litellm.jpg\" alt=\"Helicone \u4e0e LiteLLM \u7684 LiteLLM \u622a\u56fe\"\/><figcaption>LiteLLM\u622a\u56fe\u7528\u4e8e\u6bd4\u8f83\u80cc\u666f\u3002.<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">LiteLLM \u6700\u597d\u88ab\u7406\u89e3\u4e3a\u4e00\u4e2a\u7f51\u5173\u548c\u4ee3\u7406\u5c42\u3002\u5176\u6587\u6863\u63cf\u8ff0\u4e86\u4e00\u79cd\u901a\u8fc7\u4e00\u81f4\u7684\u63a5\u53e3\u8c03\u7528 100 \u591a\u4e2a LLM \u7684\u65b9\u6cd5\uff0c\u4f7f\u7528\u4e0e OpenAI \u517c\u5bb9\u7684\u683c\u5f0f\uff0c\u8ddf\u8e2a\u652f\u51fa\uff0c\u8bbe\u7f6e\u9879\u76ee\u9884\u7b97\uff0c\u7ba1\u7406\u865a\u62df\u5bc6\u94a5\uff0c\u5e76\u914d\u7f6e\u8def\u7531\u6216\u56de\u9000\u884c\u4e3a\u3002\u8fd9\u4f7f\u5f97 LiteLLM \u5bf9\u4e8e\u5e0c\u671b\u66f4\u76f4\u63a5\u63a7\u5236\u4f9b\u5e94\u5546\u8bbf\u95ee\u7684\u5e73\u53f0\u56e2\u961f\u975e\u5e38\u6709\u7528\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f53\u60a8\u7684\u56e2\u961f\u5e0c\u671b\u81ea\u884c\u64cd\u4f5c\u63a7\u5236\u5e73\u9762\u65f6\uff0cLiteLLM \u8def\u5f84\u6700\u4e3a\u5f3a\u5927\u3002 <a href=\"https:\/\/docs.litellm.ai\/docs\/?utm_source=shareai.now&#038;utm_medium=content&#038;utm_campaign=helicone-vs-litellm-routing-observability\">LiteLLM \u6587\u6863<\/a> \u7a81\u51fa\u4e86\u91cd\u8bd5\u548c\u56de\u9000\u903b\u8f91\uff0c\u800c <a href=\"https:\/\/docs.litellm.ai\/docs\/proxy\/virtual_keys?utm_source=shareai.now&#038;utm_medium=content&#038;utm_campaign=helicone-vs-litellm-routing-observability\">\u865a\u62df\u5bc6\u94a5\u6587\u6863<\/a> \u6db5\u76d6\u4e86\u5bc6\u94a5\u7ea7\u522b\u7684\u652f\u51fa\u8ddf\u8e2a\u548c\u8bbf\u95ee\u63a7\u5236\u3002\u5bf9\u4e8e\u7279\u5b9a\u4e8e\u53ef\u9760\u6027\u7684\u89c4\u5212\uff0cLiteLLM \u7684 <a href=\"https:\/\/docs.litellm.ai\/docs\/proxy\/reliability?utm_source=shareai.now&#038;utm_medium=content&#038;utm_campaign=helicone-vs-litellm-routing-observability\">\u56de\u9000\u6587\u6863<\/a> \u89e3\u91ca\u4e86\u8bf7\u6c42\u5982\u4f55\u4ece\u4e00\u4e2a\u6a21\u578b\u7ec4\u79fb\u52a8\u5230\u53e6\u4e00\u4e2a\u6a21\u578b\u7ec4\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6743\u8861\u70b9\u662f\u64cd\u4f5c\u8d23\u4efb\u3002\u81ea\u6258\u7ba1\u7f51\u5173\u53ef\u80fd\u5f88\u5f3a\u5927\uff0c\u4f46\u56e2\u961f\u9700\u8981\u8d1f\u8d23\u90e8\u7f72\u3001\u5bc6\u94a5\u7ba1\u7406\u3001\u7248\u672c\u5347\u7ea7\u3001\u76d1\u63a7\u548c\u4e8b\u4ef6\u54cd\u5e94\u3002LiteLLM \u81ea\u8eab\u5728 2026 \u5e74 3 \u6708\u7684 <a href=\"https:\/\/docs.litellm.ai\/blog\/security-update-march-2026?utm_source=shareai.now&#038;utm_medium=content&#038;utm_campaign=helicone-vs-litellm-routing-observability\">\u5b89\u5168\u66f4\u65b0<\/a> \u5173\u4e8e\u53d7\u5f71\u54cd\u7684 PyPI \u7248\u672c\u63d0\u9192\u6211\u4eec\uff0c\u5f53\u7f51\u5173\u53ef\u4ee5\u8bbf\u95ee\u6a21\u578b\u5bc6\u94a5\u548c\u57fa\u7840\u8bbe\u65bd\u51ed\u636e\u65f6\uff0c\u4f9d\u8d56\u9879\u536b\u751f\u3001\u56fa\u5b9a\u7248\u672c\u548c\u53d1\u5e03\u5ba1\u67e5\u975e\u5e38\u91cd\u8981\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5982\u4f55\u5728 Helicone \u548c LiteLLM \u4e4b\u95f4\u8fdb\u884c\u9009\u62e9<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ece\u60a8\u7f3a\u5931\u7684\u5c42\u5f00\u59cb\u3002.<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u5f53\u60a8\u7684\u76f4\u63a5\u95ee\u9898\u662f\u8bf7\u6c42\u3001\u7528\u6237\u3001\u63d0\u793a\u3001\u5ef6\u8fdf\u3001\u9519\u8bef\u548c\u6210\u672c\u7684\u53ef\u89c1\u6027\u65f6\uff0c\u9009\u62e9 Helicone\u3002.<\/li><li>\u5f53\u60a8\u7684\u76f4\u63a5\u95ee\u9898\u662f\u64cd\u4f5c\u4e00\u4e2a\u5177\u6709\u81ea\u5b9a\u4e49\u8def\u7531\u3001\u5bc6\u94a5\u3001\u9884\u7b97\u3001\u56de\u9000\u7b56\u7565\u548c\u4f9b\u5e94\u5546\u8bbf\u95ee\u89c4\u5219\u7684\u7f51\u5173\u65f6\uff0c\u9009\u62e9 LiteLLM\u3002.<\/li><li>\u5f53\u60a8\u7684\u9996\u8981\u95ee\u9898\u662f\u901a\u8fc7\u4e00\u4e2a\u6258\u7ba1\u7684API\u8bbf\u95ee\u591a\u4e2a\u6a21\u578b\uff0c\u5e76\u7ed3\u5408\u5e02\u573a\u4fe1\u53f7\u3001\u667a\u80fd\u8def\u7531\u3001\u6545\u969c\u8f6c\u79fb\u548c\u57fa\u4e8e\u4f7f\u7528\u7684\u8ba1\u8d39\u65f6\uff0c\u8bf7\u9009\u62e9ShareAI\u3002.<\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u9519\u8bef\u5728\u4e8e\u5c06\u6bcf\u4e2aLLM\u57fa\u7840\u8bbe\u65bd\u5de5\u5177\u89c6\u4e3a\u53ef\u4e92\u6362\u7684\u3002\u53ef\u89c2\u5bdf\u6027\u3001\u4ee3\u7406\u63a7\u5236\u3001\u6258\u7ba1\u6a21\u578b\u8bbf\u95ee\u548c\u8d27\u5e01\u5316\u662f\u4e0d\u540c\u7684\u4efb\u52a1\u3002\u6709\u4e9b\u56e2\u961f\u9700\u8981\u4e00\u4e2a\u5c42\u7ea7\u3002\u6210\u719f\u7684\u56e2\u961f\u901a\u5e38\u4f1a\u7ed3\u5408\u591a\u4e2a\u5c42\u7ea7\uff0c\u4f46\u4ed6\u4eec\u5e94\u8be5\u6709\u610f\u4e3a\u4e4b\uff0c\u4ee5\u907f\u514d\u6210\u672c\u3001\u65e5\u5fd7\u8bb0\u5f55\u3001\u8def\u7531\u548c\u8ba1\u8d39\u4e4b\u95f4\u7684\u51b2\u7a81\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">ShareAI\u5728\u6b64\u6bd4\u8f83\u4e2d\u7684\u5b9a\u4f4d<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">ShareAI\u4e0d\u662fHelicone\u6216LiteLLM\u7684\u76f4\u63a5\u514b\u9686\u3002\u5b83\u662f\u4e00\u4e2a\u7531\u4eba\u9a71\u52a8\u7684AI\u5e02\u573a\u548cAPI\u3002\u5ba2\u6237\u4f7f\u7528ShareAI\u901a\u8fc7\u4e00\u4e2aAPI\u8bbf\u95ee150\u591a\u4e2a\u6a21\u578b\uff0c\u6bd4\u8f83\u5e02\u573a\u4fe1\u53f7\u3001\u8def\u7531\u8bf7\u6c42\u3001\u4f7f\u7528\u6545\u969c\u8f6c\u79fb\uff0c\u5e76\u6309\u4ee4\u724c\u4ed8\u8d39\u3002\u8fd9\u4f7f\u5176\u5728\u56e2\u961f\u5e0c\u671b\u83b7\u5f97\u6a21\u578b\u8bbf\u95ee\u548c\u8def\u7531\u800c\u65e0\u9700\u81ea\u5df1\u6784\u5efa\u6216\u64cd\u4f5c\u7f51\u5173\u5c42\u65f6\u66f4\u5177\u4f18\u52bf\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">ShareAI\u5bf9\u6784\u5efa\u8005\u4e5f\u5f88\u91cd\u8981\u3002\u6784\u5efa\u8005\u62e5\u6709\u3001\u7ef4\u62a4\u3001\u9500\u552e\u6216\u5206\u53d1ShareAI\u4e4b\u5916\u7684\u5e94\u7528\u7a0b\u5e8f\u3002\u8be5\u5e94\u7528\u7a0b\u5e8f\u53ef\u4ee5\u901a\u8fc7ShareAI\u8def\u7531AI\u63a8\u7406\u6d41\u91cf\uff0c\u8bbe\u7f6e\u9644\u52a0\u8d39\u6216\u5229\u6da6\u7387\uff0c\u8ba9\u5ba2\u6237\u4e3a\u8def\u7531\u4f7f\u7528\u5411ShareAI\u4ed8\u6b3e\uff0c\u5e76\u6839\u636e\u751f\u6210\u7684\u6536\u76ca\u6bcf\u6708\u83b7\u5f97\u652f\u4ed8\u3002\u8fd9\u4e0e\u63d0\u4f9b\u8005\u5956\u52b1\u4e0d\u540c\uff0c\u63d0\u4f9b\u8005\u5956\u52b1\u662f\u901a\u8fc7\u5411ShareAI\u7f51\u7edc\u8d21\u732e\u7b26\u5408\u6761\u4ef6\u7684\u8ba1\u7b97\u8d44\u6e90\u83b7\u5f97\u7684\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u60a8\u6bd4\u8f83Helicone\u4e0eLiteLLM\u662f\u56e0\u4e3a\u9700\u8981\u4e00\u4e2a\u81ea\u6258\u7ba1\u7f51\u5173\uff0c\u90a3\u4e48LiteLLM\u53ef\u80fd\u4ecd\u7136\u662f\u5b9e\u9645\u7684\u9009\u62e9\u3002\u5982\u679c\u60a8\u6bd4\u8f83\u5b83\u4eec\u662f\u56e0\u4e3a\u5e0c\u671b\u66f4\u8f7b\u677e\u5730\u8bbf\u95ee\u591a\u6a21\u578b\u3001\u66f4\u5c11\u7684\u76f4\u63a5\u63d0\u4f9b\u8005\u96c6\u6210\uff0c\u4ee5\u53ca\u4e3a\u73b0\u6709\u4ea7\u54c1\u63d0\u4f9b\u66f4\u7b80\u6d01\u7684\u4f7f\u7528\u8def\u5f84\uff0c, <a href=\"https:\/\/shareai.now\/documentation\/?utm_source=blog&#038;utm_medium=content&#038;utm_campaign=helicone-vs-litellm-routing-observability\">ShareAI\u7684\u6587\u6863<\/a> \u548c <a href=\"https:\/\/console.shareai.now\/app\/builder\/?utm_source=shareai.now&#038;utm_medium=content&#038;utm_campaign=helicone-vs-litellm-routing-observability\">\u6784\u5efa\u8005\u63a7\u5236\u53f0<\/a> \u503c\u5f97\u8bc4\u4f30\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5b9e\u7528\u9009\u62e9\u6e05\u5355<\/h2>\n\n\n\n<ol class=\"wp-block-list\"><li>\u6620\u5c04\u8bf7\u6c42\u8def\u5f84\u3002\u786e\u5b9a\u63d0\u793a\u3001\u6a21\u578b\u8c03\u7528\u3001\u63d0\u4f9b\u8005\u5bc6\u94a5\u3001\u9884\u7b97\u3001\u56de\u9000\u3001\u65e5\u5fd7\u548c\u5ba2\u6237\u8ba1\u8d39\u76ee\u524d\u6240\u5728\u7684\u4f4d\u7f6e\u3002.<\/li><li>\u51b3\u5b9a\u54ea\u4e9b\u5fc5\u987b\u6258\u7ba1\u3002\u5982\u679c\u60a8\u7684\u56e2\u961f\u4e0d\u60f3\u8fd0\u884c\u7f51\u5173\u57fa\u7840\u8bbe\u65bd\uff0c\u4e0d\u8981\u4ec5\u4ec5\u56e0\u4e3a\u5b83\u662f\u53ef\u914d\u7f6e\u7684\u800c\u9009\u62e9\u81ea\u6258\u7ba1\u4ee3\u7406\u3002.<\/li><li>\u5c06\u53ef\u89c2\u5bdf\u6027\u4e0e\u8def\u7531\u5206\u5f00\u3002\u89e3\u91ca\u6d41\u91cf\u7684\u4eea\u8868\u677f\u4e0e\u51b3\u5b9a\u6d41\u91cf\u53bb\u5411\u7684\u8def\u7531\u5c42\u4e0d\u540c\u3002.<\/li><li>\u6d4b\u8bd5\u6545\u969c\u884c\u4e3a\u3002\u5728\u8f6c\u79fb\u9ad8\u4ef7\u503c\u751f\u4ea7\u6d41\u91cf\u4e4b\u524d\u8fd0\u884c\u73b0\u5b9e\u7684\u56de\u9000\u6d4b\u8bd5\u3002.<\/li><li>\u89c4\u5212\u6210\u672c\u5f52\u5c5e\u3002\u51b3\u5b9a\u6210\u672c\u662f\u5c5e\u4e8e\u60a8\u7684\u516c\u53f8\u3001\u60a8\u7684\u5ba2\u6237\u8fd8\u662f\u73b0\u6709\u4ea7\u54c1\u4e2d\u7684\u6700\u7ec8\u7528\u6237\u3002.<\/li><\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\u6709\u5173\u66f4\u591a\u5e73\u53f0\u6bd4\u8f83\u548c\u7f51\u5173\u6743\u8861\uff0c\u8bf7\u6d4f\u89c8 <a href=\"https:\/\/shareai.now\/zh\/%e5%8d%9a%e5%ae%a2\/%e7%b1%bb%e5%88%ab\/%e6%9b%bf%e4%bb%a3%e5%93%81\/?utm_source=blog&#038;utm_medium=content&#038;utm_campaign=helicone-vs-litellm-routing-observability\">ShareAI \u66ff\u4ee3\u65b9\u6848\u5b58\u6863<\/a>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Helicone \u4e0e LiteLLM \u5e38\u89c1\u95ee\u9898\u89e3\u7b54<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Helicone \u548c LiteLLM \u4e4b\u95f4\u7684\u4e3b\u8981\u533a\u522b\u662f\u4ec0\u4e48\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Helicone \u4e3b\u8981\u4ee5\u53ef\u89c2\u6d4b\u6027\u4e3a\u4f18\u5148\uff0c\u800c LiteLLM \u4e3b\u8981\u4ee5\u7f51\u5173\u548c\u4ee3\u7406\u4e3a\u4f18\u5148\u3002Helicone \u5e2e\u52a9\u56e2\u961f\u68c0\u67e5\u6a21\u578b\u8c03\u7528\u548c\u6210\u672c\u3002LiteLLM \u5e2e\u52a9\u56e2\u961f\u89c4\u8303\u5316\u63d0\u4f9b\u5546 API\u3001\u7ba1\u7406\u5bc6\u94a5\u3001\u8bbe\u7f6e\u9884\u7b97\u4ee5\u53ca\u8def\u7531\u8bf7\u6c42\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Helicone \u662f\u5426\u6bd4 LiteLLM \u66f4\u597d\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u60a8\u7684\u4f18\u5148\u4e8b\u9879\u662f\u8bf7\u6c42\u53ef\u89c1\u6027\u3001\u63d0\u793a\u5206\u6790\u3001\u6210\u672c\u8ddf\u8e2a\u548c\u7528\u6237\u7ea7\u53ef\u89c2\u6d4b\u6027\uff0c\u90a3\u4e48 Helicone \u66f4\u597d\u3002\u5982\u679c\u60a8\u7684\u4f18\u5148\u4e8b\u9879\u662f\u64cd\u4f5c\u4e00\u4e2a\u7f51\u5173\u5e76\u76f4\u63a5\u63a7\u5236\u63d0\u4f9b\u5546\u3001\u9884\u7b97\u3001\u5bc6\u94a5\u548c\u56de\u9000\u89c4\u5219\uff0c\u90a3\u4e48 LiteLLM \u66f4\u597d\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u56e2\u961f\u4f55\u65f6\u5e94\u8be5\u9009\u62e9 Helicone\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f53\u56e2\u961f\u9700\u8981\u56de\u7b54\u751f\u4ea7\u95ee\u9898\u65f6\u9009\u62e9 Helicone\uff0c\u4f8b\u5982\u54ea\u4e9b\u7528\u6237\u63a8\u52a8\u4e86\u6210\u672c\uff0c\u54ea\u4e9b\u63d0\u793a\u5931\u8d25\uff0c\u54ea\u91cc\u51fa\u73b0\u4e86\u5ef6\u8fdf\u5cf0\u503c\uff0c\u4ee5\u53ca\u54ea\u4e9b\u6a21\u578b\u8c03\u7528\u9700\u8981\u8b66\u62a5\u6216\u66f4\u6df1\u5165\u7684\u5ba1\u67e5\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u56e2\u961f\u4f55\u65f6\u5e94\u8be5\u9009\u62e9 LiteLLM\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f53\u56e2\u961f\u5e0c\u671b\u8fd0\u884c\u4e00\u4e2a\u7f51\u5173\u5c42\u3001\u5c06\u63d0\u4f9b\u5546\u63a7\u5236\u4fdd\u7559\u5728\u5185\u90e8\u3001\u4f7f\u7528\u865a\u62df\u5bc6\u94a5\u3001\u5f3a\u5236\u6267\u884c\u9884\u7b97\u4ee5\u53ca\u5728\u6a21\u578b\u63d0\u4f9b\u5546\u4e4b\u95f4\u914d\u7f6e\u8def\u7531\u6216\u56de\u9000\u7b56\u7565\u65f6\u9009\u62e9 LiteLLM\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">ShareAI \u80fd\u5426\u66ff\u4ee3 Helicone \u6216 LiteLLM\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">ShareAI \u53ef\u4ee5\u66ff\u4ee3\u4e00\u4e9b\u591a\u6a21\u578b\u8bbf\u95ee\u548c\u8def\u7531\u9700\u6c42\uff0c\u4f46\u5b83\u4e0d\u662f\u4e00\u4e2a\u5b8c\u6574\u7684\u8ffd\u8e2a\u4eea\u8868\u677f\u6216\u81ea\u6258\u7ba1\u7f51\u5173\u514b\u9686\u3002\u5f53\u56e2\u961f\u5e0c\u671b\u62e5\u6709\u4e00\u4e2a\u9488\u5bf9 150 \u591a\u4e2a\u6a21\u578b\u7684\u6258\u7ba1 API\u3001\u5e02\u573a\u4fe1\u53f7\u3001\u667a\u80fd\u8def\u7531\u3001\u6545\u969c\u8f6c\u79fb\u548c\u57fa\u4e8e\u4f7f\u7528\u7684\u8ba1\u8d39\u65f6\uff0c\u5b83\u662f\u6700\u4f73\u9009\u62e9\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Helicone \u548c LiteLLM \u53ef\u4ee5\u4e00\u8d77\u4f7f\u7528\u5417\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u662f\u7684\uff0c\u4e00\u4e9b\u56e2\u961f\u540c\u65f6\u4f7f\u7528\u7f51\u5173\u5c42\u548c\u53ef\u89c2\u6d4b\u6027\u5c42\u3002\u91cd\u8981\u7684\u662f\u51b3\u5b9a\u54ea\u4e2a\u5c42\u8d1f\u8d23\u8def\u7531\u51b3\u7b56\uff0c\u54ea\u4e2a\u5c42\u8bb0\u5f55\u8bf7\u6c42\uff0c\u4ee5\u53ca\u5728\u54ea\u91cc\u8ddf\u8e2a\u6210\u672c\u548c\u5ba2\u6237\u8ba1\u8d39\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">ShareAI \u4e0e LiteLLM \u6709\u4f55\u4e0d\u540c\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">LiteLLM \u662f\u4e00\u4e2a\u4ee3\u7406\u548c\u7f51\u5173\uff0c\u56e2\u961f\u53ef\u4ee5\u81ea\u884c\u64cd\u4f5c\u3002ShareAI \u662f\u4e00\u4e2a\u6258\u7ba1\u7684 AI \u5e02\u573a\u548c API\uff0c\u5ba2\u6237\u53ef\u4ee5\u8bbf\u95ee\u8bb8\u591a\u6a21\u578b\uff0c\u6bd4\u8f83\u5e02\u573a\u4fe1\u53f7\uff0c\u8def\u7531\u6d41\u91cf\uff0c\u4f7f\u7528\u6545\u969c\u8f6c\u79fb\uff0c\u5e76\u6309\u4ee4\u724c\u4ed8\u8d39\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">ShareAI \u4e0e Helicone \u6709\u4f55\u4e0d\u540c\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Helicone \u4e13\u6ce8\u4e8e LLM \u8bf7\u6c42\u7684\u53ef\u89c2\u5bdf\u6027\u3002ShareAI \u4e13\u6ce8\u4e8e\u6a21\u578b\u8bbf\u95ee\u3001\u5e02\u573a\u8def\u7531\u3001\u4f7f\u7528\u3001\u8ba1\u8d39\u4ee5\u53ca\u4e3a\u5728 ShareAI \u4e4b\u5916\u6784\u5efa\u7684\u5e94\u7528\u7a0b\u5e8f\u63d0\u4f9b Builder \u76c8\u5229\u8def\u5f84\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u54ea\u4e2a\u9009\u9879\u66f4\u9002\u5408\u81ea\u6258\u7ba1\u57fa\u7840\u8bbe\u65bd\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f53\u9700\u8981\u81ea\u6258\u7ba1\u7f51\u5173\u65f6\uff0cLiteLLM \u901a\u5e38\u66f4\u9002\u5408\u3002ShareAI \u66f4\u9002\u5408\u56e2\u961f\u5e0c\u671b\u6258\u7ba1\u6a21\u578b\u8bbf\u95ee\u800c\u4e0d\u662f\u64cd\u4f5c\u7f51\u5173\u57fa\u7840\u8bbe\u65bd\u7684\u60c5\u51b5\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u54ea\u4e2a\u9009\u9879\u66f4\u9002\u5408\u4e3a\u5ba2\u6237\u6784\u5efa AI \u529f\u80fd\u7684\u4ee3\u7406\u673a\u6784\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ee3\u7406\u673a\u6784\u53ef\u4ee5\u4f7f\u7528 Helicone \u8fdb\u884c\u53ef\u89c1\u6027\u6216\u4f7f\u7528 LiteLLM \u8fdb\u884c\u7f51\u5173\u63a7\u5236\uff0c\u4f46 ShareAI \u589e\u52a0\u4e86\u4e00\u4e2a Builder \u76c8\u5229\u8def\u5f84\u3002\u4ee3\u7406\u673a\u6784\u53ef\u4ee5\u5728 ShareAI \u4e4b\u5916\u6784\u5efa\u5ba2\u6237\u5e94\u7528\u7a0b\u5e8f\uff0c\u901a\u8fc7 ShareAI \u8def\u7531 AI \u4f7f\u7528\uff0c\u8bbe\u7f6e\u5229\u6da6\u7387\uff0c\u5e76\u6839\u636e\u751f\u6210\u7684\u4f7f\u7528\u91cf\u6bcf\u6708\u8d5a\u53d6\u6536\u5165\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5f53 AI \u4f7f\u7528\u56e0\u5ba2\u6237\u800c\u5f02\u65f6\uff0cBuilder \u5e94\u8be5\u4f7f\u7528\u4ec0\u4e48\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f53\u4e00\u4e2a\u5ba2\u6237\u53d1\u9001\u5c11\u91cf AI \u8bf7\u6c42\u800c\u53e6\u4e00\u4e2a\u5ba2\u6237\u53d1\u9001\u6570\u5343\u4e2a\u8bf7\u6c42\u65f6\uff0cBuilder \u5e94\u8003\u8651\u4f7f\u7528 ShareAI\u3002ShareAI \u5141\u8bb8 Builder \u901a\u8fc7 ShareAI \u8def\u7531\u63a8\u7406\u6d41\u91cf\uff0c\u8bbe\u7f6e\u9644\u52a0\u8d39\u6216\u5229\u6da6\u7387\uff0c\u5e76\u8ba9\u5927\u91cf\u4f7f\u7528\u652f\u4ed8\u5176\u751f\u6210\u7684\u6d41\u91cf\u8d39\u7528\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u8fd9\u79cd\u6bd4\u8f83\u5bf9\u63d0\u4f9b\u8005\u6216\u521b\u4f5c\u8005\u6709\u610f\u4e49\u5417\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u53ea\u6709\u95f4\u63a5\u610f\u4e49\u3002\u63d0\u4f9b\u8005\u5c06\u7b26\u5408\u6761\u4ef6\u7684\u8ba1\u7b97\u8d44\u6e90\u8d21\u732e\u5230 ShareAI \u7f51\u7edc\uff0c\u521b\u4f5c\u8005\u63a7\u5236\u5176\u6a21\u578b\u5982\u4f55\u5728\u7f51\u7edc\u4e2d\u63d0\u4f9b\u3002Helicone \u4e0e LiteLLM \u4e3b\u8981\u662f\u5ba2\u6237\u3001\u5f00\u53d1\u8005\u3001\u5e73\u53f0\u56e2\u961f\u548c Builder \u57fa\u7840\u8bbe\u65bd\u7684\u51b3\u7b56\u95ee\u9898\u3002.<\/p>","protected":false},"excerpt":{"rendered":"<p>\u6bd4\u8f83 Helicone \u548c LiteLLM \u5728\u53ef\u89c2\u6d4b\u6027\u3001\u8def\u7531\u3001\u81ea\u6258\u7ba1\u3001\u9884\u7b97\u3001\u53ef\u9760\u6027\u4ee5\u53ca ShareAI \u5728\u6258\u7ba1\u591a\u6a21\u578b\u8bbf\u95ee\u4e2d\u7684\u9002\u7528\u6027\u3002.<\/p>","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"cta-title":"Integrate one API","cta-description":"Access 150+ models with smart routing and failover.","cta-button-text":"View Docs","cta-button-link":"https:\/\/shareai.now\/documentation\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=helicone-vs-litellm-routing-observability","rank_math_title":"Helicone vs LiteLLM: Routing and Observability Trade-Offs","rank_math_description":"Helicone vs LiteLLM compared by observability, routing, budgets, self-hosting, and when ShareAI fits as a hosted model API.","rank_math_focus_keyword":"Helicone vs LiteLLM","footnotes":""},"categories":[6,38],"tags":[46,218,83,219,51],"class_list":["post-3111","post","type-post","status-publish","format-standard","hentry","category-insights","category-alternatives","tag-ai-gateway","tag-helicone","tag-litellm","tag-llm-observability","tag-model-routing"],"_links":{"self":[{"href":"https:\/\/shareai.now\/zh\/api\/wp\/v2\/posts\/3111","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/shareai.now\/zh\/api\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/shareai.now\/zh\/api\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/shareai.now\/zh\/api\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/shareai.now\/zh\/api\/wp\/v2\/comments?post=3111"}],"version-history":[{"count":1,"href":"https:\/\/shareai.now\/zh\/api\/wp\/v2\/posts\/3111\/revisions"}],"predecessor-version":[{"id":3120,"href":"https:\/\/shareai.now\/zh\/api\/wp\/v2\/posts\/3111\/revisions\/3120"}],"wp:attachment":[{"href":"https:\/\/shareai.now\/zh\/api\/wp\/v2\/media?parent=3111"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/shareai.now\/zh\/api\/wp\/v2\/categories?post=3111"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/shareai.now\/zh\/api\/wp\/v2\/tags?post=3111"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}