当前位置:首页>武汉>以AI产业角度看,武汉、上海、深圳、杭州这四个城市哪个更强,长三角城市群、珠三角城市群哪个更强?

以AI产业角度看,武汉、上海、深圳、杭州这四个城市哪个更强,长三角城市群、珠三角城市群哪个更强?

  • 2026-10-08 20:00:07
以AI产业角度看,武汉、上海、深圳、杭州这四个城市哪个更强,长三角城市群、珠三角城市群哪个更强?

一、四座城市AI核心产业链实力对比(2026最新,以核心企业数量+总市值为核心标的)

1. 核心榜单企业数量(福布斯/胡润AI50强)

(1)上海:12-14家AI头部企业,AI芯片(沐曦、壁仞、燧原)、具身智能、大模型集群突出

(2)深圳:12家福布斯AI50强、6家胡润AI50强,聚焦智能驾驶、机器人、AI硬件存储、终端应用,华为系、腾讯系生态完善

(3)杭州:2家头部AI50强企业,依托阿里大模型、云计算生态,优势在AI互联网应用、产业数字化落地 

(4)武汉:9家福布斯AI50强,AI企业总量1567家,但以中小微应用层企业为主,基础层龙头偏少,光谷侧重工业AI、AI芯片配套 

2. 核心市值格局(上市+头部未上市估值)

(1)上海:AI芯片龙头沐曦、摩尔线程(上海关联布局)、商汤、芯原股份等,AI核心产业总市值超1.2万亿元,基础层算力芯片估值密集

(2)深圳:存储/液冷AI硬件8家千亿市值企业,叠加腾讯、中兴、海康威视等,AI全产业链总市值超1.5万亿元,硬件+终端应用市值体量最大 

(3)杭州:核心依托阿里系AI业务,AI核心板块总市值约4000-5000亿元,集中在应用与云算力

(4)武汉:AI产业总产值1254.9亿元,上市核心AI龙头稀缺,整体市值显著低于前三城 

3. 城市综合强弱排序

综合排名:深圳>上海>杭州>武汉

(1)深圳:总市值第一、商业化落地最强、硬件全产业链闭环,AI基础设施硬件优势碾压

(2)上海:基础层AI芯片/算法龙头密度最高,硬核技术研发领跑,数量与深圳持平

(3)杭州:互联网AI应用见长,龙头单一、产业链深度不足

(4)武汉:企业总量多但龙头稀缺,以应用层中小企业为主,核心市值差距明显

二、长三角城市群VS珠三角城市群 AI核心产业链对比

1. 核心数据(2025-2026)

(1)企业数量与头部集中度

长三角(沪苏浙皖):胡润AI50强上榜企业18家,上海14家+杭州2家+合肥1家+苏州1家;AI上市企业总量超2200家,基础层(芯片/算力)企业占比32%

珠三角(粤港澳大湾区广深为主):胡润AI50强10家(深圳6家+广州4家),AI上市企业约1300家,应用层+硬件层企业占比超65%,基础层占比18% 

(2)总市值规模

长三角全域A股总市值31.51万亿元,其中AI相关电子/通信/半导体板块市值增量1.9万亿元,AI核心产业总估值超3.5万亿元 

珠三角全域A股总市值18.3万亿元,AI核心产业总估值超3万亿元,硬件存储、智能终端市值贡献极高 

(3)产业链结构差异

长三角优势:上游基础层(AI芯片、半导体制造、通用大模型)全国顶尖,中芯国际、中微、沐曦、商汤等筑牢算力底座,研发属性更强,高校科研配套密集

珠三角优势:下游硬件制造、AI场景商业化、终端落地全球领先,存储、液冷、智能驾驶、消费级AI终端产能与营收兑现能力更强,民营龙头生态完善

2. 城市群强弱结论

综合实力:长三角>珠三角

(1)长三角在AI基础技术、龙头数量、全域总市值、上游产业链完整性上全面领先,具备底层技术自主可控优势;

(2) 珠三角胜在AI商业化变现、硬件量产、终端应用落地效率,产业盈利能力更强,但上游核心算力芯片环节短板明显;

(3) 二者形成错位竞争:长三角主攻技术研发,珠三角主攻产业落地制造。

楚门内外与您同行,长按关注,微信订阅号:livetobe-100years

免责声明:本微信所有内容,素材来源官方媒体/网络新闻/AI生成,不构成投资建议,各类投资有风险,入市须谨慎。个人记录,仅供参考。

最新文章

随机文章

基本 文件 流程 错误 SQL 调试
  1. 请求信息 : 2026-10-17 18:45:22 HTTP/2.0 GET : https://f.460.net.cn/a/558005.html
  2. 运行时间 : 0.064926s [ 吞吐率:15.40req/s ] 内存消耗:4,417.91kb 文件加载:140
  3. 缓存信息 : 0 reads,0 writes
  4. 会话信息 : SESSION_ID=5d5f0df432cf38fc5dbf44fadece0f25
  1. /wwwdata/wwwroot/f.460.net.cn/public/index.php ( 0.79 KB )
  2. /wwwdata/wwwroot/f.460.net.cn/vendor/autoload.php ( 0.17 KB )
  3. /wwwdata/wwwroot/f.460.net.cn/vendor/composer/autoload_real.php ( 2.49 KB )
  4. /wwwdata/wwwroot/f.460.net.cn/vendor/composer/platform_check.php ( 0.90 KB )
  5. /wwwdata/wwwroot/f.460.net.cn/vendor/composer/ClassLoader.php ( 14.03 KB )
  6. /wwwdata/wwwroot/f.460.net.cn/vendor/composer/autoload_static.php ( 4.90 KB )
  7. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/think-helper/src/helper.php ( 8.34 KB )
  8. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/think-validate/src/helper.php ( 2.19 KB )
  9. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/think-orm/src/helper.php ( 1.47 KB )
  10. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/think-orm/stubs/load_stubs.php ( 0.16 KB )
  11. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/framework/src/think/Exception.php ( 1.69 KB )
  12. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/think-container/src/Facade.php ( 2.71 KB )
  13. /wwwdata/wwwroot/f.460.net.cn/vendor/symfony/deprecation-contracts/function.php ( 0.99 KB )
  14. /wwwdata/wwwroot/f.460.net.cn/vendor/symfony/polyfill-mbstring/bootstrap.php ( 8.26 KB )
  15. /wwwdata/wwwroot/f.460.net.cn/vendor/symfony/polyfill-mbstring/bootstrap80.php ( 9.78 KB )
  16. /wwwdata/wwwroot/f.460.net.cn/vendor/symfony/var-dumper/Resources/functions/dump.php ( 1.49 KB )
  17. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/think-dumper/src/helper.php ( 0.18 KB )
  18. /wwwdata/wwwroot/f.460.net.cn/vendor/symfony/var-dumper/VarDumper.php ( 4.30 KB )
  19. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/framework/src/think/App.php ( 15.30 KB )
  20. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/think-container/src/Container.php ( 15.76 KB )
  21. /wwwdata/wwwroot/f.460.net.cn/vendor/psr/container/src/ContainerInterface.php ( 1.02 KB )
  22. /wwwdata/wwwroot/f.460.net.cn/app/provider.php ( 0.19 KB )
  23. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/framework/src/think/Http.php ( 6.04 KB )
  24. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/think-helper/src/helper/Str.php ( 7.29 KB )
  25. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/framework/src/think/Env.php ( 4.68 KB )
  26. /wwwdata/wwwroot/f.460.net.cn/app/common.php ( 0.03 KB )
  27. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/framework/src/helper.php ( 18.78 KB )
  28. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/framework/src/think/Config.php ( 5.54 KB )
  29. /wwwdata/wwwroot/f.460.net.cn/config/app.php ( 0.95 KB )
  30. /wwwdata/wwwroot/f.460.net.cn/config/cache.php ( 0.78 KB )
  31. /wwwdata/wwwroot/f.460.net.cn/config/console.php ( 0.23 KB )
  32. /wwwdata/wwwroot/f.460.net.cn/config/cookie.php ( 0.56 KB )
  33. /wwwdata/wwwroot/f.460.net.cn/config/database.php ( 2.47 KB )
  34. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/framework/src/think/facade/Env.php ( 1.67 KB )
  35. /wwwdata/wwwroot/f.460.net.cn/config/filesystem.php ( 0.61 KB )
  36. /wwwdata/wwwroot/f.460.net.cn/config/lang.php ( 0.91 KB )
  37. /wwwdata/wwwroot/f.460.net.cn/config/log.php ( 1.35 KB )
  38. /wwwdata/wwwroot/f.460.net.cn/config/middleware.php ( 0.19 KB )
  39. /wwwdata/wwwroot/f.460.net.cn/config/route.php ( 1.89 KB )
  40. /wwwdata/wwwroot/f.460.net.cn/config/session.php ( 0.57 KB )
  41. /wwwdata/wwwroot/f.460.net.cn/config/trace.php ( 0.34 KB )
  42. /wwwdata/wwwroot/f.460.net.cn/config/view.php ( 0.82 KB )
  43. /wwwdata/wwwroot/f.460.net.cn/app/event.php ( 0.25 KB )
  44. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/framework/src/think/Event.php ( 7.67 KB )
  45. /wwwdata/wwwroot/f.460.net.cn/app/service.php ( 0.13 KB )
  46. /wwwdata/wwwroot/f.460.net.cn/app/AppService.php ( 0.26 KB )
  47. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/framework/src/think/Service.php ( 1.64 KB )
  48. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/framework/src/think/Lang.php ( 7.35 KB )
  49. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/framework/src/lang/zh-cn.php ( 13.70 KB )
  50. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/framework/src/think/initializer/Error.php ( 3.31 KB )
  51. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/framework/src/think/initializer/RegisterService.php ( 1.33 KB )
  52. /wwwdata/wwwroot/f.460.net.cn/vendor/services.php ( 0.14 KB )
  53. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/framework/src/think/service/PaginatorService.php ( 1.52 KB )
  54. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/framework/src/think/service/ValidateService.php ( 0.99 KB )
  55. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/framework/src/think/service/ModelService.php ( 2.04 KB )
  56. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/think-trace/src/Service.php ( 0.77 KB )
  57. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/framework/src/think/Middleware.php ( 6.72 KB )
  58. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/framework/src/think/initializer/BootService.php ( 0.77 KB )
  59. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/think-orm/src/Paginator.php ( 11.86 KB )
  60. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/think-validate/src/Validate.php ( 63.20 KB )
  61. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/think-orm/src/Model.php ( 23.55 KB )
  62. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/think-orm/src/model/concern/Attribute.php ( 21.05 KB )
  63. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/think-orm/src/model/concern/AutoWriteData.php ( 4.21 KB )
  64. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/think-orm/src/model/concern/Conversion.php ( 6.44 KB )
  65. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/think-orm/src/model/concern/DbConnect.php ( 5.16 KB )
  66. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/think-orm/src/model/concern/ModelEvent.php ( 2.33 KB )
  67. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/think-orm/src/model/concern/RelationShip.php ( 28.29 KB )
  68. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/think-helper/src/contract/Arrayable.php ( 0.09 KB )
  69. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/think-helper/src/contract/Jsonable.php ( 0.13 KB )
  70. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/think-orm/src/model/contract/Modelable.php ( 0.09 KB )
  71. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/framework/src/think/Db.php ( 2.88 KB )
  72. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/think-orm/src/DbManager.php ( 8.52 KB )
  73. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/framework/src/think/Log.php ( 6.28 KB )
  74. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/framework/src/think/Manager.php ( 3.92 KB )
  75. /wwwdata/wwwroot/f.460.net.cn/vendor/psr/log/src/LoggerTrait.php ( 2.69 KB )
  76. /wwwdata/wwwroot/f.460.net.cn/vendor/psr/log/src/LoggerInterface.php ( 2.71 KB )
  77. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/framework/src/think/Cache.php ( 4.92 KB )
  78. /wwwdata/wwwroot/f.460.net.cn/vendor/psr/simple-cache/src/CacheInterface.php ( 4.71 KB )
  79. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/think-helper/src/helper/Arr.php ( 16.63 KB )
  80. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/framework/src/think/cache/driver/File.php ( 7.84 KB )
  81. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/framework/src/think/cache/Driver.php ( 9.03 KB )
  82. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/framework/src/think/contract/CacheHandlerInterface.php ( 1.99 KB )
  83. /wwwdata/wwwroot/f.460.net.cn/app/Request.php ( 0.09 KB )
  84. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/framework/src/think/Request.php ( 55.78 KB )
  85. /wwwdata/wwwroot/f.460.net.cn/app/middleware.php ( 0.25 KB )
  86. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/framework/src/think/Pipeline.php ( 2.61 KB )
  87. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/think-trace/src/TraceDebug.php ( 3.40 KB )
  88. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/framework/src/think/middleware/SessionInit.php ( 1.94 KB )
  89. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/framework/src/think/Session.php ( 1.80 KB )
  90. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/framework/src/think/session/driver/File.php ( 6.27 KB )
  91. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/framework/src/think/contract/SessionHandlerInterface.php ( 0.87 KB )
  92. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/framework/src/think/session/Store.php ( 7.12 KB )
  93. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/framework/src/think/Route.php ( 23.73 KB )
  94. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/framework/src/think/route/RuleName.php ( 5.75 KB )
  95. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/framework/src/think/route/Domain.php ( 2.53 KB )
  96. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/framework/src/think/route/RuleGroup.php ( 22.43 KB )
  97. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/framework/src/think/route/Rule.php ( 26.95 KB )
  98. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/framework/src/think/route/RuleItem.php ( 9.78 KB )
  99. /wwwdata/wwwroot/f.460.net.cn/route/app.php ( 1.72 KB )
  100. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/framework/src/think/facade/Route.php ( 4.70 KB )
  101. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/framework/src/think/route/dispatch/Controller.php ( 4.74 KB )
  102. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/framework/src/think/route/Dispatch.php ( 10.44 KB )
  103. /wwwdata/wwwroot/f.460.net.cn/app/controller/Index.php ( 4.81 KB )
  104. /wwwdata/wwwroot/f.460.net.cn/app/BaseController.php ( 2.05 KB )
  105. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/think-orm/src/facade/Db.php ( 0.93 KB )
  106. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/think-orm/src/db/connector/Mysql.php ( 5.44 KB )
  107. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/think-orm/src/db/PDOConnection.php ( 52.47 KB )
  108. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/think-orm/src/db/Connection.php ( 8.39 KB )
  109. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/think-orm/src/db/ConnectionInterface.php ( 4.57 KB )
  110. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/think-orm/src/db/builder/Mysql.php ( 16.58 KB )
  111. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/think-orm/src/db/Builder.php ( 24.06 KB )
  112. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/think-orm/src/db/BaseBuilder.php ( 27.50 KB )
  113. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/think-orm/src/db/Query.php ( 15.71 KB )
  114. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/think-orm/src/db/BaseQuery.php ( 45.13 KB )
  115. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/think-orm/src/db/concern/TimeFieldQuery.php ( 7.43 KB )
  116. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/think-orm/src/db/concern/AggregateQuery.php ( 3.26 KB )
  117. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/think-orm/src/db/concern/ModelRelationQuery.php ( 20.07 KB )
  118. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/think-orm/src/db/concern/ParamsBind.php ( 3.66 KB )
  119. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/think-orm/src/db/concern/ResultOperation.php ( 7.01 KB )
  120. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/think-orm/src/db/concern/WhereQuery.php ( 19.37 KB )
  121. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/think-orm/src/db/concern/JoinAndViewQuery.php ( 7.11 KB )
  122. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/think-orm/src/db/concern/TableFieldInfo.php ( 2.63 KB )
  123. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/think-orm/src/db/concern/Transaction.php ( 2.77 KB )
  124. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/framework/src/think/log/driver/File.php ( 5.96 KB )
  125. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/framework/src/think/contract/LogHandlerInterface.php ( 0.86 KB )
  126. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/framework/src/think/log/Channel.php ( 3.89 KB )
  127. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/framework/src/think/event/LogRecord.php ( 1.02 KB )
  128. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/think-helper/src/Collection.php ( 16.47 KB )
  129. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/framework/src/think/facade/View.php ( 1.70 KB )
  130. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/framework/src/think/View.php ( 4.39 KB )
  131. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/framework/src/think/Response.php ( 8.81 KB )
  132. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/framework/src/think/response/View.php ( 3.29 KB )
  133. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/framework/src/think/Cookie.php ( 6.06 KB )
  134. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/think-view/src/Think.php ( 8.38 KB )
  135. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/framework/src/think/contract/TemplateHandlerInterface.php ( 1.60 KB )
  136. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/think-template/src/Template.php ( 46.61 KB )
  137. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/think-template/src/template/driver/File.php ( 2.41 KB )
  138. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/think-template/src/template/contract/DriverInterface.php ( 0.86 KB )
  139. /wwwdata/wwwroot/f.460.net.cn/runtime/temp/310a4debc7c38c2726b0b211618749f5.php ( 11.95 KB )
  140. /wwwdata/wwwroot/f.460.net.cn/vendor/topthink/think-trace/src/Html.php ( 4.42 KB )
  1. CONNECT:[ UseTime:0.001192s ] mysql:host=127.0.0.1;port=3306;dbname=f460;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.001817s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.000484s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.000440s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.001108s ]
  6. SELECT * FROM `set` [ RunTime:0.000433s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.001293s ]
  8. SELECT * FROM `article` WHERE `id` = 558005 LIMIT 1 [ RunTime:0.000305s ]
  9. UPDATE `article` SET `lasttime` = 1792233922 WHERE `id` = 558005 [ RunTime:0.003068s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 64 LIMIT 1 [ RunTime:0.000290s ]
  11. SELECT * FROM `article` WHERE `id` < 558005 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.000507s ]
  12. SELECT * FROM `article` WHERE `id` > 558005 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.000807s ]
  13. SELECT * FROM `article` WHERE `id` < 558005 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.001373s ]
  14. SELECT * FROM `article` WHERE `id` < 558005 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.001740s ]
  15. SELECT * FROM `article` WHERE `id` < 558005 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.001692s ]
0.069305s