{"id":2794,"date":"2026-02-05T20:38:34","date_gmt":"2026-02-05T12:38:34","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=716835"},"modified":"2026-02-05T20:38:34","modified_gmt":"2026-02-05T12:38:34","slug":"%e8%b5%b7%e5%ba%95%e5%8d%83%e4%ba%bf%e4%bc%b0%e5%80%bc%e6%95%b0%e6%8d%ae%e5%ba%93%e9%bb%91%e9%a9%ac%ef%bc%9a%e5%ad%97%e8%8a%82%e9%98%bf%e9%87%8c%e8%85%be%e8%ae%af%e5%be%ae%e8%bd%af%e7%89%b9%e6%96%af","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=2794","title":{"rendered":"\u8d77\u5e95\u5343\u4ebf\u4f30\u503c\u6570\u636e\u5e93\u9ed1\u9a6c\uff1a\u5b57\u8282\u963f\u91cc\u817e\u8baf\u5fae\u8f6f\u7279\u65af\u62c9\u90fd\u5728\u7528"},"content":{"rendered":"<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/34BA46E0B3CE62009B1B6CF7EAB839771BDD3016_size39_w640_h272.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u8d77\u5e95\u5343\u4ebf\u4f30\u503c\u6570\u636e\u5e93\u9ed1\u9a6c\uff1a\u5b57\u8282\u963f\u91cc\u817e\u8baf\u5fae\u8f6f\u7279\u65af\u62c9\u90fd\u5728\u7528\"  \/><\/p>\n<p><strong>\u4f5c\u8005 | \u7a0b\u831c<\/strong><\/p>\n<p><strong>\u7f16\u8f91 | \u5fc3\u7f18<\/strong><\/p>\n<p>\u501fAI\u4e1c\u98ce\uff0c\u4e00\u5bb6\u5f00\u6e90\u6570\u636e\u5e93\u521b\u4f017\u4e2a\u6708\u4f30\u503c\u589e\u957f2.5\u500d\uff0c\u5df2\u7136\u51b2\u4e0a<strong>150\u4ebf\u7f8e\u5143\uff08\u7ea6\u5408<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e4%ba%ba%e6%b0%91%e5%b8%81\" title=\"View all posts in \u4eba\u6c11\u5e01\" target=\"_blank\" class=\"tag_link\">\u4eba\u6c11\u5e01<\/a>1045\u4ebf\u5143\uff09<\/strong>\u3002<\/p>\n<p>\u667a\u4e1c\u897f2\u67085\u65e5\u62a5\u9053\uff0c2026\u5e74\u521a\u5f00\u5e74\uff0c<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e7%be%8e%e5%9b%bd\" title=\"View all posts in \u7f8e\u56fd\" target=\"_blank\" class=\"tag_link\">\u7f8e\u56fd<\/a>\u5f00\u6e90\u6570\u636e\u5e93\u521b\u4f01ClickHouse\u5c31\u5b98\u5ba3\u62ff\u4e0b<strong>4\u4ebf\u7f8e\u5143\uff08\u7ea6\u5408\u4eba\u6c11\u5e0127.9\u4ebf\u5143\uff09<\/strong>\u65b0<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e8%9e%8d%e8%b5%84\" title=\"View all posts in \u878d\u8d44\" target=\"_blank\" class=\"tag_link\">\u878d\u8d44<\/a>\uff0c\u4f30\u503c\u51b2\u4e0a<strong>150\u4ebf\u7f8e\u5143\uff08\u7ea6\u5408\u4eba\u6c11\u5e011045\u4ebf\u5143\uff09<\/strong>\uff0c\u76f8\u6bd42025\u5e745\u6708\u768463.5\u4ebf\u7f8e\u5143\uff08\u7ea6\u5408\u4eba\u6c11\u5e01442\u4ebf\u5143\uff09\u4f30\u503c\u589e\u957f\u4e86\u7ea6<strong>2.5\u500d<\/strong>\uff0c\u4f7f\u5176\u4f30\u503c\u4e00\u4e3e\u8dc3\u5347\u81f3\u5343\u4ebf\u4eba\u6c11\u5e01\u3002<\/p>\n<p>\u5728AI\u6570\u636e\u5206\u6790\u9886\u57df\uff0cClickHouse\u88ab\u4e1a\u754c\u89c6\u4e3a\u4e24\u5927\u5de8\u5934\u7684\u6709\u529b\u7ade\u4e89\u8005\uff1a\u4e00\u8fb9\u662f\u82f1\u4f1f\u8fbe\u8fde\u7eed\u62bc\u6ce8\u7684Databricks\uff0c\u53e6\u4e00\u8fb9\u662f\u7531\u7532\u9aa8\u6587\u8d44\u6df1\u5927\u725b\u521b\u529e\u7684Snowflake\u30022021\u5e74\u624d\u6b63\u5f0f\u6210\u7acb\u7684ClickHouse\uff0c\u622a\u81f3\u76ee\u524d\u5df2\u5b8c\u62104\u8f6e\u878d\u8d44\uff0c\u7d2f\u8ba1\u878d\u8d44\u91d1\u989d\u7a81\u7834<strong>10.5\u4ebf\u7f8e\u5143\uff08\u7ea6\u5408\u4eba\u6c11\u5e0173.1\u4ebf\u5143\uff09<\/strong>\u3002<\/p>\n<p>\u8fd9\u5bb6\u521b\u4f01\u4e0d\u4ec5\u6536\u83b7\u4e86\u8d44\u672c\u5e02\u573a\u7684\u9752\u7750\uff0c\u5728\u5f00\u6e90\u751f\u6001\u7684\u8868\u73b0\u540c\u6837\u4eae\u773c\u3002\u5176\u5f00\u6e90\u6570\u636e\u5e93\u9879\u76ee\u5728GitHub\u4e0a\u7684Star\u6570\u5df2\u8fbe\u5230<strong>45290<\/strong>\uff0c\u5e76\u51ed\u501f\u8fc7\u786c\u5b9e\u529b\u5708\u7c89\u5168\u7403\u65e0\u6570\u660e\u661f\u5ba2\u6237\u3002\u5176\u5ba2\u6237\u5305\u62ec\u5b57\u8282\u8df3\u52a8\u3001<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e8%85%be%e8%ae%af\" title=\"View all posts in \u817e\u8baf\" target=\"_blank\" class=\"tag_link\">\u817e\u8baf<\/a>\u3001<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e9%98%bf%e9%87%8c%e5%b7%b4%e5%b7%b4\" title=\"View all posts in \u963f\u91cc\u5df4\u5df4\" target=\"_blank\" class=\"tag_link\">\u963f\u91cc\u5df4\u5df4<\/a>\u3001<strong>Meta\u3001<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e5%be%ae%e8%bd%af\" title=\"View all posts in \u5fae\u8f6f\" target=\"_blank\" class=\"tag_link\">\u5fae\u8f6f<\/a>\u3001\u7279\u65af\u62c9\u3001\u7d22\u5c3c<\/strong>\u7b49\u6d77\u5185\u5916\u77e5\u540d\u5927\u5382\uff0c\u66f4\u6709<a href=\"https:\/\/www.alphaseek.cn\/?tag=openai\" title=\"View all posts in OpenAI\" target=\"_blank\" class=\"tag_link\">OpenAI<\/a>\u3001Anthropic\u9ad8\u7ba1\u70b9\u540d\u76db\u8d5eClickHouse<strong>\u5bf9GPT-4o\u3001Claude 4\u7684\u53d1\u5e03\u529f\u4e0d\u53ef\u6ca1<\/strong>\u3002<\/p>\n<p>\u4eceClickHouse\u653e\u51fa\u7684\u6570\u636e\u53ef\u4ee5\u770b\u5230\uff0c\u4e0e\u5f53\u4e0b\u70ed\u95e8\u7684Snowflake\u5bf9\u6bd4\uff0cClickHouse\u6210\u672c\u4e3aSnowflake\u7684<strong>1\/4<\/strong>\uff0c\u67e5\u8be2\u901f\u5ea6\u662f\u5176<strong>3~5\u500d<\/strong>\uff0c\u538b\u7f29\u7387\u63d0\u5347<strong>38%<\/strong>\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/1EE1D1AF7D31EB9EB5E4B67BF5705910CE6ED545_size32_w640_h318.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u8d77\u5e95\u5343\u4ebf\u4f30\u503c\u6570\u636e\u5e93\u9ed1\u9a6c\uff1a\u5b57\u8282\u963f\u91cc\u817e\u8baf\u5fae\u8f6f\u7279\u65af\u62c9\u90fd\u5728\u7528\"  \/><\/p>\n<p>ClickHouse\u7684\u5386\u53f2\u53ef\u8ffd\u6eaf\u81f328\u5e74\u524d\u6210\u7acb\u7684<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e4%bf%84%e7%bd%97%e6%96%af\" title=\"View all posts in \u4fc4\u7f57\u65af\" target=\"_blank\" class=\"tag_link\">\u4fc4\u7f57\u65af<\/a>\u4e92\u8054\u7f51\u5de8\u5934Yandex\u3002\u5176\u521b\u59cb\u4eba\u963f\u5217\u514b\u8c22&middot;\u7c73\u6d1b\u7ef4\u591a\u592b\uff08Alexey Milovidov\uff092009\u5e74\u5728Yandex\u5185\u90e8\u542f\u52a8\u5b9e\u9a8c\u9879\u76ee\uff0c2012\u5e74\u5c06\u8be5\u6570\u636e\u5e93\u5e94\u7528\u4e8eYandex\u5185\u90e8\u7684Metrica\u7f51\u7edc\u5206\u6790\u5e73\u53f0\u3002<\/p>\n<p>2021\u5e74\uff0c\u7c73\u6d1b\u7ef4\u591a\u592b\u4e0e\u524dSalesforce\u9ad8\u7ba1\u4e9a\u4f26&middot;\u5361\u8328\uff08Aaron Katz\uff09\u3001\u524d\u8c37\u6b4c\u5de5\u7a0b\u526f\u603b\u88c1\u5c24\u91cc&middot;\u4f0a\u5179\u62c9\u4f0a\u5217\u592b\u65af\u57fa\uff08Yury Izrailevsky\uff09\u8054\u624b\uff0c\u6b63\u5f0f\u5c06ClickHouse\u4eceYandex\u5265\u79bb\u51fa\u6765\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/5485DF877C6EED1971DD563C669AAA1DEB12AA9B_size27_w640_h422.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u8d77\u5e95\u5343\u4ebf\u4f30\u503c\u6570\u636e\u5e93\u9ed1\u9a6c\uff1a\u5b57\u8282\u963f\u91cc\u817e\u8baf\u5fae\u8f6f\u7279\u65af\u62c9\u90fd\u5728\u7528\"  \/><\/p>\n<p>\u4ece\u5de6\u81f3\u53f3\uff1a\u5c24\u91cc&middot;\u4f0a\u5179\u62c9\u4f0a\u5217\u592b\u65af\u57fa\uff08Yury Izrailevsky\uff09\u3001\u4e9a\u4f26&middot;\u5361\u8328\uff08Aaron Katz\uff09\u3001\u4e9a\u5386\u514b\u8c22&middot;\u7c73\u5c14\u6c83\u4f0a\u591a\u592b\uff08Alexey Milovidov\uff09<\/p>\n<p>\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0cClickHouse\u6700\u65b0\u878d\u8d44\u7684\u9886\u6295\u673a\u6784Dragoneer\uff0c\u6b64\u524d\u5df2\u7ecf<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e6%8a%95%e8%b5%84\" title=\"View all posts in \u6295\u8d44\" target=\"_blank\" class=\"tag_link\">\u6295\u8d44<\/a>\u4e86Datadog\u3001Snowflake\u548cDatabricks\u7b49ClickHouse\u7684\u7ade\u4e89\u5bf9\u624b\u3002Dragoneer\u79c1\u52df\u6295\u8d44\u8054\u5e2d\u4e3b\u7ba1\u514b\u91cc\u65af\u8482\u5b89&middot;\u8a79\u68ee\uff08Christian Jensen\uff09\u5bf9\u6bd4\u4e86\u5404\u5bb6\u4ea7\u54c1\u540e\u79f0\uff0c<strong>ClickHouse\u76ee\u524d\u62e5\u6709\u6700\u4f73\u7684\u201c\u5b9e\u65f6\u5206\u6790\u201d\u80fd\u529b<\/strong>\u3002<\/p>\n<p>\u8fd9\u5bb6\u521a\u6210\u7acb4\u5e74\u5c31\u4e00\u8fb9\u72c2\u63fd\u878d\u8d44\uff0c\u4e00\u8fb9\u62ff\u4e0b\u5168\u7403\u591a\u5bb6\u5927\u5ba2\u6237\u7684\u5f00\u6e90\u6570\u636e\u5e93\u521b\u4f01\uff0c\u5230\u5e95\u6709\u54ea\u4e9b\u8fc7\u4eba\u4e4b\u5904\uff1f\u6211\u4eec\u8bd5\u56fe\u901a\u8fc7\u62c6\u89e3ClickHouse\u7684\u4e1a\u52a1\u4f53\u7cfb\u4e0e\u67b6\u6784\u8bba\u6587\uff0c\u627e\u5230\u8fd9\u4e00\u95ee\u9898\u7684\u7b54\u6848\u3002<\/p>\n<p><strong>\u4e00\u30014\u5e74\u62ff\u4e0b70\u4ebf\u878d\u8d44\uff0cARR\u540c\u6bd4\u589e\u957f\u8d85250%<\/strong><\/p>\n<p>\u8fd9\u5bb6\u5f00\u6e90\u6570\u636e\u5e93ClickHouse\u7684\u521b\u7acb\u53ef\u4ee5\u8ffd\u6eaf\u81f32009\u5e74\u3002<\/p>\n<p>ClickHouse\u521b\u59cb\u4eba\u3001CTO\u963f\u5217\u514b\u8c22&middot;\u7c73\u6d1b\u7ef4\u591a\u592b\uff08Alexey Milovidov\uff092008\u5e74\u52a0\u5165\u4fc4\u7f57\u65af\u6700\u5927\u641c\u7d22\u5f15\u64ce\u516c\u53f8Yandex\uff0c2009\u5e74\u8054\u5408\u5176\u56e2\u961f\u542f\u52a8\u4e86\u4ece\u975e\u805a\u5408\u6570\u636e\u5b9e\u65f6\u751f\u6210\u5206\u6790\u62a5\u544a\u7684\u5b9e\u9a8c\u9879\u76ee\u3002\u8fd9\u4e2a\u9879\u76ee\u6b63\u662fClickHouse\u7684\u96cf\u5f62\u3002<\/p>\n<p>2012\u5e74\uff0c\u8fd9\u4e00\u6570\u636e\u5e93\u6b63\u5f0f\u4e0a\u7ebf\uff0c\u4e0d\u8fc7\u5176\u6700\u521d\u4ec5\u670d\u52a1\u4e8eYandex\u5185\u90e8\u7684Metrica\u7f51\u7edc\u5206\u6790\u5e73\u53f0\u3002\u8be5\u5e73\u53f0\u4e5f\u662f\u5f53\u65f6\u5168\u7403\u7b2c\u4e8c\u5927\u7f51\u7edc\u5206\u6790\u5e73\u53f0\u3002<\/p>\n<p>\u76f4\u52302016\u5e74ClickHouse\u6570\u636e\u5e93\u624d\u5f00\u6e90\uff0c2021\u5e74\u6b63\u5f0f\u72ec\u7acb\u8fd0\u8425\u3002\u76ee\u524d\uff0c\u7c73\u6d1b\u7ef4\u591a\u592b\u5728ClickHouse\u4efb\u804cCTO\u3001\u5361\u8328\u4e3aCEO\u3001\u4f0a\u5179\u62c9\u4f0a\u5217\u592b\u65af\u57fa\u4e3a\u603b\u88c1\u8d1f\u8d23\u4ea7\u54c1\u7ba1\u7406\u3002<\/p>\n<p>\u8be5\u6570\u636e\u5e93\u7684\u7a81\u51fa\u4e4b\u5904\u5728\u4e8e\u80fd\u591f\u6781\u5176<strong>\u9ad8\u6548\u5730\u6444\u53d6\u5b58\u50a8\u5728\u6570\u636e\u5e93\u5185\u7684\u6570\u767ePB\u6570\u636e<\/strong>\uff0c\u5e76\u5bf9\u8fd9\u4e9b\u6570\u636e\u8fdb\u884c\u5404\u79cd\u5206\u6790\u7528\u4f8b\u7684\u67e5\u8be2\uff0c\u540c\u65f6\u4ee5\u6beb\u79d2\u7ea7\u7684\u65f6\u95f4\u83b7\u5f97\u67e5\u8be2\u7ed3\u679c\u3002ClickHouse\u521a\u6210\u7acb\u5c31\u5f00\u542f\u4e86\u5de8\u5934\u6536\u5272\u6a21\u5f0f\uff0c\u878d\u8d44\u3001\u5927\u5ba2\u6237\u7eb7\u81f3\u6c93\u6765\u3002<\/p>\n<p>\u6210\u4e3a\u72ec\u7acb\u516c\u53f8\u7684\u540c\u5e74\uff0c\u8fd9\u5bb6\u521b\u4f01\u5ba3\u5e03\u8fde\u62ff\u4e24\u8f6e\u5171\u8ba13\u4ebf\u7f8e\u5143\uff08\u7ea6\u5408\u4eba\u6c11\u5e0121\u4ebf\u5143\uff09\u878d\u8d44\uff0c\u4f30\u503c\u4e00\u4e3e\u8dc3\u5347\u81f3<strong>20\u4ebf\u7f8e\u5143\uff08\u7ea6\u5408\u4eba\u6c11\u5e01139\u4ebf\u5143\uff09<\/strong>\uff0c\u6210\u4e3a\u72ec\u89d2\u517d\u30022021\u5e748\u6708\uff0cClickHouse\u5ba3\u5e03\u7b79\u96c6\u52305000\u4e07\u7f8e\u5143\uff08\u7ea6\u5408\u4eba\u6c11\u5e013.5\u4ebf\u5143\uff09A\u8f6e\u878d\u8d44\uff0c2\u4e2a\u6708\u540e\u5b8c\u6210\u4e86<strong>2.5\u4ebf\u7f8e\u5143\uff08\u7ea6\u5408\u4eba\u6c11\u5e0117\u4ebf\u5143\uff09<\/strong>\u65b0\u878d\u8d44\uff0c\u7531\u77e5\u540d\u98ce\u6295\u673a\u6784Benchmark\u3001\u4fc4\u7f57\u65af\u641c\u7d22\u5de8\u5934Yandex\u53c2\u6295\u3002<\/p>\n<p>2025\u5e746\u6708\u81f3\u4eca\uff0c\u534a\u5e74\u65f6\u95f4\u8be5\u516c\u53f8\u62ff\u4e0b\u4e24\u7b14\u5de8\u989d\u878d\u8d44\uff0cDragoneer\u3001BVP\u7b49\u5168\u7403\u77e5\u540d\u6295\u8d44\u673a\u6784\u53c2\u6295\u3002\u5176\u57282025\u5e746\u6708\u7684\u9996\u5c4a\u7528\u6237\u5927\u4f1aOpenHouse\u4e0a\u5ba3\u5e03\u83b7\u5f97<strong>3.5\u4ebf\u7f8e\u5143\uff08\u7ea6\u5408\u4eba\u6c11\u5e0124\u4ebf\u5143\uff09<\/strong>C\u8f6e\u878d\u8d44\uff0c\u4eca\u5e741\u670817\u65e5\u53c8\u5ba3\u5e03\u83b7\u5f97<strong>4\u4ebf\u7f8e\u5143\uff08\u7ea6\u5408\u4eba\u6c11\u5e0128\u4ebf\u5143\uff09<\/strong>\u65b0\u878d\u8d44\u3002\u5982\u4eca\uff0cClickHouse\u7684\u4f30\u503c\u5df2\u7ecf\u8dc3\u5347\u81f3150\u4ebf\u7f8e\u5143\uff08\u7ea6\u5408\u4eba\u6c11\u5e011045\u4ebf\u5143\uff09\u3002<\/p>\n<p>\u8fd9\u5bb6\u521b\u4f01\u7684\u5546\u4e1a\u5316\u6b65\u4f10\u540c\u6837\u8fc5\u731b\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u662f\u901a\u8fc7\u9500\u552e\u6258\u7ba1<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e4%ba%91%e6%9c%8d%e5%8a%a1\" title=\"View all posts in \u4e91\u670d\u52a1\" target=\"_blank\" class=\"tag_link\">\u4e91\u670d\u52a1<\/a>\u76c8\u5229\u3002\u5361\u8328\u900f\u9732\uff0c\u76ee\u524d\u8be5\u516c\u53f8\u7684\u5e74\u5316\u6536\u5165\u5df2\u7ecf\u8fbe\u5230<strong>\u6570\u4ebf\u7f8e\u5143<\/strong>\uff0c2025\u5e74\u7684\u5e74\u5ea6\u7ecf\u5e38\u6027\u6536\u5165\uff08ARR\uff09\u540c\u6bd4\u589e\u957f\u8d85\u8fc7<strong>250%<\/strong>\u3002<\/p>\n<p><strong>\u4e8c\u3001\u67e5\u8be2\u901f\u5ea6\u662fMySQL\u7684260\u500d\uff0c\u6beb\u79d2\u7ea7\u67e5\u8be2\u54cd\u5e94<\/strong><\/p>\n<p>\u8fc7\u786c\u7684\u4ea7\u54c1\u5b9e\u529b\uff0c\u662fClickHouse\u7684\u7acb\u8eab\u4e4b\u672c\u3002<\/p>\n<p>\u4e00\u822c\u800c\u8a00\uff0cOLAP\u548cOLTP\u662f\u6570\u636e\u5e93\u9886\u57df\u9488\u5bf9\u4e24\u79cd\u4e0d\u540c\u4e1a\u52a1\u573a\u666f\u8bbe\u8ba1\u7684\u6838\u5fc3\u6570\u636e\u5904\u7406\u67b6\u6784\uff0c\u5982\u8001\u724c\u6570\u636e\u5e93MySQL\u5c31\u662fOLTP\u6570\u636e\u5e93\uff0cClickHouse\u662fOLAP\u6570\u636e\u5e93\u3002<\/p>\n<p>\u8fd9\u4e24\u8005\u7684\u4e0d\u540c\u4e4b\u5904\u5728\u4e8e\uff0cOLTP\u91c7\u7528\u884c\u5f0f\u5b58\u50a8\u9002\u914d\u9ad8\u9891\u4e8b\u52a1\u5904\u7406\u9700\u6c42\uff0cOLAP\u91c7\u7528\u5217\u5f0f\u5b58\u50a8\u5b9e\u73b0\u9ad8\u6548\u6570\u636e\u5206\u6790\u3002\u5982\u4eca\u80fd\u5e2e\u52a9\u4f01\u4e1a\u5b9e\u73b0\u5b9e\u65f6\u51b3\u7b56\u3001\u964d\u672c\u589e\u6548\u7684\u5b9e\u65f6\u67e5\u8be2\u5206\u6790\u7684\u80fd\u529b\u51e0\u4e4e\u6210\u4e3a\u6570\u636e\u5e93\u5fc5\u5907\uff0c\u56e0\u6b64OLAP\u6570\u636e\u5e93\u5728\u5f53\u4e0b\u5c55\u73b0\u51fa\u4e86\u66f4\u5927\u5e94\u7528\u6f5c\u529b\u3002<\/p>\n<p>\u6b64\u524d\uff0c\u4f7f\u7528\u4f20\u7edf\u7684\u884c\u5f0f\u5b58\u50a8OLTP\u6570\u636e\u5e93\u5904\u7406\u6570\u636e\uff0c\u53ef\u80fd\u9700\u8981\u51e0\u5206\u949f\u751a\u81f3\u51e0\u5c0f\u65f6\u624d\u80fd\u5f97\u5230\u7b54\u6848\uff0c\u800c<strong>OLAP\u6570\u636e\u5e93\u53ef\u4ee5\u5728\u6beb\u79d2\u5185\u83b7\u5f97\u7b54\u6848<\/strong>\u3002\u6839\u636e\u5206\u6790\u673a\u6784Marko Medojevic\u7684\u62a5\u544a\uff0c\u5728\u5206\u6790\u4e00\u4e2a\u5305\u542b1100\u4e07\u6761\u8bb0\u5f55\u7684\u6570\u636e\u96c6\u65f6\uff0cClickHouse\u7684\u67e5\u8be2\u901f\u5ea6\u6bd4OLTP\u6570\u636e\u5e93MySQL\u5feb\u7ea6<strong>260\u500d<\/strong>\u3002\u8fd9\u4e5f\u5728\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u53cd\u6620\u4e86OLAP\u6570\u636e\u5e93\u7684\u4f18\u52bf\u3002<\/p>\n<p>\u5177\u4f53\u6765\u770b\uff0cClickHouse\u662f\u4f7f\u7528\u5217\u5f0f\u5b58\u50a8\u7684\u5f00\u6e90OLAP\u6570\u636e\u5e93\uff0c\u529f\u80fd\u4e0e\u8c37\u6b4cAnalytics\u7c7b\u4f3c\uff0c\u5176\u76ee\u6807\u662f\u5feb\u901f\u6267\u884c\u5206\u6790\u67e5\u8be2\uff0c\u540c\u65f6\u5904\u7406\u6570\u4e07\u4ebf\u884c\u548cPB\u7ea7\u522b\u6570\u636e\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/25CD5837C6CF12493DD7C1AAF9D4CDF665AD1AD2_size49_w640_h406.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u8d77\u5e95\u5343\u4ebf\u4f30\u503c\u6570\u636e\u5e93\u9ed1\u9a6c\uff1a\u5b57\u8282\u963f\u91cc\u817e\u8baf\u5fae\u8f6f\u7279\u65af\u62c9\u90fd\u5728\u7528\"  \/><\/p>\n<p>ClickHouse\u6570\u636e\u5e93\u5f15\u64ce\u7684\u603b\u4f53\u67b6\u6784<\/p>\n<p>\u5728\u5b98\u7f51\u4e2d\uff0cClickHouse\u5bf9\u6bd4\u4e86\u6570\u4e2a\u4e3b\u6d41\u6570\u636e\u5e93\uff0c\u5176\u4e2d\uff0c\u4e0eAI\u6570\u636e\u5206\u6790\u5e73\u53f0Snowflake\u7684\u5bf9\u6bd4\u663e\u793a\uff0cClickHouse\u7684\u6210\u672c\u4ec5\u4e3a\u51761\/4\uff0c\u4f46\u67e5\u8be2\u901f\u5ea6\u63d0\u5347\u4e863\uff5e5\u500d\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/2B40F6C4A06C47AFA0473A7CBB9CF7A5693BBE91_size49_w640_h337.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u8d77\u5e95\u5343\u4ebf\u4f30\u503c\u6570\u636e\u5e93\u9ed1\u9a6c\uff1a\u5b57\u8282\u963f\u91cc\u817e\u8baf\u5fae\u8f6f\u7279\u65af\u62c9\u90fd\u5728\u7528\"  \/><\/p>\n<p>ClickHouse\u4e0e\u4e3b\u6d41\u6570\u636e\u5e93\u7cfb\u7edf\u6027\u80fd\u5bf9\u6bd4\uff08\u6570\u636e\u6765\u6e90\u4e3aClickHouse\u5b98\u7f51\uff0c\u667a\u4e1c\u897f\u5236\u8868\uff09<\/p>\n<p>\u5bf9\u4f01\u4e1a\u4e1a\u52a1\u4f53\u7cfb\u800c\u8a00\uff0c\u6570\u636e\u5e93\u9700\u8981\u5b9e\u73b0\u6d77\u91cf\u591a\u6e90\u6570\u636e\u7684\u9ad8\u6548\u6574\u5408\u5904\u7406\uff0c\u4ee5\u53ca\u5b9e\u65f6\u590d\u6742\u7684\u5206\u6790\u51b3\u7b56\u652f\u6491\uff0c\u9762\u5bf9\u8fd9\u4e00\u8fc7\u7a0b\u4e2d\u7684\u8bf8\u591a\u5173\u952e\u6311\u6218\uff0cClickHouse\u7684\u5173\u952e\u7279\u6027\u53ef\u6709\u6548\u63d0\u5347\u6570\u636e\u5e93\u7684\u7efc\u5408\u5904\u7406\u80fd\u529b\u3002<\/p>\n<p>\u5982\u6570\u636e\u5e93\u652f\u6301\u9ad8\u6444\u53d6\u901f\u7387\u3001\u9002\u914d\u9ad8\u5e76\u53d1\u4f4e\u5ef6\u8fdf\u67e5\u8be2\u573a\u666f\uff0c\u4ee5\u53ca\u5177\u5907\u9ad8\u5ea6\u5f00\u653e\u6027\uff0c\u53ef\u517c\u5bb9\u591a\u6837\u5316\u7684\u6570\u636e\u5b58\u50a8\u7cfb\u7edf\u3001\u5b58\u50a8\u4f4d\u7f6e\u4e0e\u683c\u5f0f\uff0c\u914d\u5907\u65b9\u4fbf\u6613\u7528\u4e14\u652f\u6301\u6027\u80fd\u5206\u6790\u7684\u67e5\u8be2\u8bed\u8a00\uff0c\u53ef\u7075\u6d3b\u8fd0\u884c\u5728\u4ece\u8001\u65e7\u7b14\u8bb0\u672c\u7535\u8111\u5230\u9ad8\u6027\u80fd\u670d\u52a1\u5668\u7684\u5404\u7c7b\u786c\u4ef6\u4e4b\u4e0a\u3002<\/p>\n<p>\u8fd9\u4e9b\u662f\u73b0\u4ee3\u5206\u6790\u578b\u6570\u636e\u7ba1\u7406\u7cfb\u7edf\u7684\u5173\u952e\u75db\u70b9\uff0c\u800cClickHouse\u662f\u4e00\u4e2a\u652f\u6301\u591a\u79cd\u6570\u636e\u5b58\u50a8\u5f15\u64ce\u7684\u6570\u636e\u5e93\uff0c\u53ef\u4ee5\u5c06\u51e0\u4e4e\u4efb\u4f55\u6570\u636e\u6e90\u5bfc\u5165\u5230ClickHouse\u6570\u636e\u5e93\u4e2d\uff0c\u5e76\u652f\u6301\u5feb\u901f\u7075\u6d3b\u7684\u94bb\u53d6\u5206\u6790\u3002\u6b64\u5916\uff0c\u5361\u8328\u66fe\u5728\u62ff\u5230\u7b2c\u4e00\u7b14\u878d\u8d44\u65f6\u900f\u9732\uff0cClickHouse\u7684\u6838\u5fc3\u5dee\u5f02\u8fd8\u5728\u4e8e\uff0c\u591a\u6570\u5f00\u6e90\u6570\u636e\u5e93\u5de5\u5177\u57fa\u4e8eJava\u5f00\u53d1\uff0c\u800c<strong>ClickHouse\u91c7\u7528C++\u7f16\u5199\uff0c\u56e0\u6b64\u80fd\u66f4\u5feb\u5904\u7406\u5927\u89c4\u6a21\u6570\u636e<\/strong>\u3002<\/p>\n<p><strong>\u4e09\u3001<\/strong><strong>\u9876\u7ea7\u5ba2\u6237\u9635\u5bb9\uff0c\u8fd8<\/strong><strong>\u662fGPT-4o\u3001Claude 4\u80cc\u540e\u5173\u952e\u52a9\u529b<\/strong><\/p>\n<p>\u5c3d\u7ba1\u5f00\u6e90\u9879\u76ee\u672c\u8eab\u514d\u8d39\uff0c\u4f46ClickHouse\u5374\u4ee5\u6b64\u4e3a\u57fa\u77f3\u6784\u7b51\u8d77\u4e86\u5e9e\u5927\u7684\u5546\u4e1a\u5e1d\u56fd\uff0c\u5e76\u901a\u8fc7\u5168\u6258\u7ba1\u670d\u52a1ClickHouse Cloud\u62e5\u6709\u5168\u7403\u8d853000\u5bb6\u5ba2\u6237\u3002<\/p>\n<p>\u8fd9\u5bb6\u521b\u4f01\u62ab\u9732\u7684\u5ba2\u6237\u9635\u5bb9\u8c6a\u534e\uff0c\u6db5\u76d6\u4e86\u56fd\u5185\u5916\u79d1\u6280\u5de8\u5934\u4ee5\u53ca\u5782\u76f4\u8d5b\u9053\u9876\u5c16\u521b\u4f01\uff0c\u5982\u5b57\u8282\u8df3\u52a8\u3001\u963f\u91cc\u5df4\u5df4\u3001\u817e\u8baf\u7b49\u56fd\u5185\u5934\u90e8\u4e92\u8054\u7f51\u5927\u5382\uff0c\u957f\u5b89<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e6%b1%bd%e8%bd%a6\" title=\"View all posts in \u6c7d\u8f66\" target=\"_blank\" class=\"tag_link\">\u6c7d\u8f66<\/a>\u7b49\u56fd\u5185\u6c7d\u8f66\u9f99\u5934\uff0c\u8fd8\u6709\u5fae\u8f6f\u3001\u7279\u65af\u62c9\u3001Meta\u3001\u7d22\u5c3c\u3001\u7f51\u98de\u7b49\u6d77\u5916\u5934\u90e8\u5927\u5382\uff0c\u4ee5\u53caOpenAI\u3001Anthropic\u3001Cursor\u3001Character.ai\u7b49AI\u9886\u57df\u9876\u6d41\u521b\u4f01\u3002<\/p>\n<p>\u5728\u6570\u636e\u5904\u7406\u9886\u57df\uff0c\u56fd\u5185\u817e\u8baf\u3001\u5b57\u8282\u8df3\u52a8\u90fd\u57fa\u4e8e\u8fd9\u4e00\u5f00\u6e90\u6570\u636e\u5e93\u6253\u9020\u4e86\u81ea\u5bb6\u4ea7\u54c1\u3002<\/p>\n<p>\u817e\u8baf\u4e91\u57fa\u4e8eClickHouse\u6784\u5efa\u4e86\u817e\u8baf\u4e91\u6570\u636e\u4ed3\u5e93TCHouse-C\uff0c\u51e0\u5206\u949f\u5373\u53ef\u5e2e\u52a9\u4f01\u4e1a\u5feb\u901f\u642d\u5efaPB\u7ea7\u5b9e\u65f6\u6570\u636e\u4ed3\u5e93\uff1b\u5b57\u8282\u8df3\u52a8\u7814\u53d1\u56e2\u961f\u57fa\u4e8e\u5f00\u6e90\u6570\u636e\u5e93\u7ba1\u7406\u7cfb\u7edfClickHouse\u5f00\u53d1\u4e86ByteHouse\u6280\u672f\uff1b<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e5%be%ae%e4%bf%a1\" title=\"View all posts in \u5fae\u4fe1\" target=\"_blank\" class=\"tag_link\">\u5fae\u4fe1<\/a>\u76ee\u524d\u4f7f\u7528ClickHouse\u5b58\u50a8\u65e5\u5fd7\u6570\u636e\uff0c\u56e0\u4e3a\u65e5\u5fd7\u901a\u5e38\u5305\u542b\u5927\u91cf\u91cd\u590d\u5185\u5bb9\uff0c\u4f7f\u7528ClickHouse\u53ef\u4ee5\u5b9e\u73b0\u9ad8\u538b\u7f29\u7387\uff0c\u51cf\u5c11\u65e5\u5fd7\u5360\u7528\u7684\u5b58\u50a8\u7a7a\u95f4\u3002<\/p>\n<p>\u5728\u65f6\u4e0b\u70ed\u95e8\u7684\u751f\u6210\u5f0fAI\u9886\u57df\uff0cClickHouse\u4e5f\u6210\u4e3aAnthropic Claude 4\u548cOpenAI GPT-4o\u80cc\u540e\u7684\u6838\u5fc3\u57fa\u7840\u8bbe\u65bd\u3002<\/p>\n<p>Anthropic\u57fa\u4e8eClickHouse Cloud\u7684\u67b6\u6784\uff0c\u5b9a\u5236\u4e86\u4e00\u5957\u9002\u7528\u4e8e\u79bb\u7ebf\u9694\u79bb\u73af\u5883\u7684\u4e13\u5c5e\u7248\u672c\uff0c\u4ece\u63a7\u5236\u5e73\u9762\u5230\u6570\u636e\u5e73\u9762\uff0c\u6240\u6709\u6838\u5fc3\u7ec4\u4ef6\u5747\u7531Anthropic\u5185\u90e8\u56e2\u961f\u81ea\u4e3b\u8fd0\u7ef4\uff0cAnthropic\u6280\u672f\u7814\u53d1\u5de5\u7a0b\u5e08\u9a6c\u9c81\u601d&middot;\u6208\u4e9a\u5c14\uff08Maruth Goyal\uff09\u79f0\uff0c<strong>ClickHouse\u5728\u52a9\u529b\u5176\u7814\u53d1\u5e76\u63a8\u51faClaude 4\u7684\u8fc7\u7a0b\u4e2d\u529f\u4e0d\u53ef\u6ca1<\/strong>\uff0c\u5982\u4e3a\u6a21\u578b\u63d0\u4f9b\u4e86\u9ad8\u901f\u5206\u6790\u80fd\u529b\u4e0e\u7075\u6d3b\u7684\u6570\u636e\u5904\u7406\u65b9\u6848\u3002<\/p>\n<p>OpenAI\u5de5\u7a0b\u7ecf\u7406\u963f\u514b\u6c99\u4f0a&middot;\u7eb3\u7eb3\u74e6\u8482\uff08Akshay Nanavati\uff09\u79f0\uff0c2025\u5e743\u6708OpenAI\u6b63\u5f0f\u53d1\u5e03GPT-4o\u56fe\u50cf\u751f\u6210\u529f\u80fd\uff0c\u5176\u670d\u52a1\u5668\u6fd2\u4e34\u5d29\u6e83\uff0c\u7cfb\u7edfCPU\u4f7f\u7528\u7387\u77ac\u95f4\u98d9\u534750%\uff0c<strong>\u56e2\u961f\u8fc5\u901f\u5bf9ClickHouse\u96c6\u7fa4\u8fdb\u884c\u6269\u5bb9\u89e3\u9664\u4e86\u5371\u673a<\/strong>\u3002\u8be5\u56e2\u961f\u57fa\u4e8eClickHouse\u4ec5\u901a\u8fc7\u4e00\u884c\u4ee3\u7801\u7684\u4fee\u6539\uff0c\u5c06\u9664\u6cd5\u8fd0\u7b97\u66ff\u6362\u4e3a\u4e58\u6cd5\u4e0e\u4f4d\u8fd0\u7b97\u7684\u7ec4\u5408\u64cd\u4f5c\uff0c\u7cfb\u7edfCPU\u4f7f\u7528\u7387\u7acb\u5373\u4e0b\u964d\u4e8640%\u3002<\/p>\n<\/p>\n<p>\u4e0d\u8fc7\u5361\u8328\u900f\u9732\uff0c\u76ee\u524dClickHouse\u4ecd\u5904\u4e8e\u4e8f\u635f\u8fd0\u8425\u72b6\u6001\uff0c\u6b63\u5728\u8fdb\u884c\u524d\u77bb\u6027\u6295\u8d44\u3002\u5c31\u57281\u670817\u65e5\uff0c\u8fd9\u5bb6\u521b\u4f01<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e6%94%b6%e8%b4%ad\" title=\"View all posts in \u6536\u8d2d\" target=\"_blank\" class=\"tag_link\">\u6536\u8d2d<\/a>\u4e86\u5f00\u6e90\u7684\u5927\u8bed\u8a00\u6a21\u578b\u53ef\u89c2\u6d4b\u5e73\u53f0Langfuse\uff0c\u8be5\u5e73\u53f0\u7684\u4ea7\u54c1\u53ef\u4ee5\u786e\u4fddAI\u7cfb\u7edf\u7684\u8f93\u51fa\u51c6\u786e\u3001\u5b89\u5168\u4e14\u7b26\u5408\u7528\u6237\u610f\u56fe\u3002Langfuse\u5f00\u6e90\u9879\u76ee\u7684GitHub Star\u6570\u5df2\u7ecf\u8d85\u8fc72\u4e07\u3002<\/p>\n<p>\u6b64\u5916\uff0c2025\u5e7410\u6708\uff0c\u8be5\u516c\u53f8\u8fd8\u8058\u8bf7\u4e86\u7ade\u4e89\u5bf9\u624bSnowflake\u6295\u8d44\u8005\u5173\u7cfb\u8d1f\u8d23\u4eba\u5409\u7c73&middot;\u585e\u514b\u65af\u987f\uff08Jimmy Sexton\uff09\u62c5\u4efb\u9996\u5e2d\u8d22\u52a1\u5b98\u3002\u4e0d\u8fc7\uff0c\u5361\u8328\u900f\u9732\uff0cClickHouse\u5e76\u6ca1\u6709\u51c6\u5907\u597d<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e4%b8%8a%e5%b8%82\" title=\"View all posts in \u4e0a\u5e02\" target=\"_blank\" class=\"tag_link\">\u4e0a\u5e02<\/a>\uff0c\u5e0c\u671b\u5148\u6539\u8fdb\u51e0\u9879\u5185\u5bb9\u3002<\/p>\n<p>\u624b\u63e1\u65b0\u8d44\u91d1\u652f\u6301\u7684ClickHouse\uff0c\u8fd8\u5728\u6301\u7eed\u6269\u5c55\u5176\u5168\u7403\u5e03\u5c40\u548c\u751f\u6001\u4f53\u7cfb\u3002\u51762024\u5e74\u901a\u8fc7\u4e0e<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e6%97%a5%e6%9c%ac\" title=\"View all posts in \u65e5\u672c\" target=\"_blank\" class=\"tag_link\">\u65e5\u672c<\/a>\u4e91\u8ba1\u7b97\u516c\u53f8Japan 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