{"id":762087,"date":"2026-04-15T12:58:07","date_gmt":"2026-04-15T04:58:07","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=762087"},"modified":"2026-04-15T12:58:07","modified_gmt":"2026-04-15T04:58:07","slug":"%e6%99%ba%e8%b0%b1%e8%ae%a9%e5%be%ae%e4%bf%a1%e6%94%af%e4%bb%98%e5%ae%9d%e8%ba%ba%e8%b5%a2%e4%ba%86","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=762087","title":{"rendered":"\u667a\u8c31\u8ba9\u5fae\u4fe1\u652f\u4ed8\u5b9d\u8eba\u8d62\u4e86"},"content":{"rendered":"

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A<\/strong><\/p>\n

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\u51e0\u5468\u524d\uff0c\u535a\u5ba2\u4f5c\u8005Levi\u5206\u4eab\u4e86\u81ea\u5df1\u7684\u4eb2\u8eab\u7ecf\u5386\uff1a\u201c\u5f53\u6211\u5174\u81f4\u52c3\u52c3\u5730\u51b2\u8fdb\u667a\u8c31\u5b98\u7f51\u51c6\u5907\u5f00\u901aGLM CodingPlan\u65f6\uff0c\u53d1\u73b0\u5df2\u7ecf\u552e\u7f44\u4e86\uff0c\u7136\u540e\u5c31\u7b49\u7b2c\u4e8c\u5929\u5f00\u552e\uff0c\u5b9a\u4e86\u4e2a\u95f9\u949f\uff0c\u7ed3\u679c\u4e00\u523010\u70b9\u8fd8\u662f\u79d2\u6ca1\uff0c\u8fd9\u5c31\u662fAI\u65f6\u4ee3\u7684\u7ecf\u5178\uff0c\u94b1\u90fd\u5f97\u62a2\u7740\u4ea4\u3002\u201d<\/p>\n

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\u5bf9\u4e8eGLM\u7684\u989d\u5ea6\uff0cGLM\u5b98\u65b9\u6b64\u524d\u5ba3\u4f20\u7684Pro\u5957\u9910\u989d\u5ea6\u5927\u7ea6\u662fClaudePro\u76843\u500d\u4ee5\u4e0a\uff0c\u4f46\u662fLevi\u5b9e\u6d4b\u4e0b\u6765\u611f\u89c9\u591a\u5c11\u6709\u70b9\u201c\u865a\u6807\u201d\uff0c\u7528GLM5.1\u6a21\u578b\u8dd1\u5b8c\u4e00\u4e2a\u590d\u6742\u4efb\u52a1\u5c31\u7528\u5b8c\u4e868%\u7684\u914d\u989d\uff0c\u534a\u5929\u7528\u4e0b\u6765\u4f7f\u7528\u91cf\u5c31\u5df2\u7ecf10%\u4e86\uff0c\u6309\u7167\u8fd9\u4e2a\u6d88\u8017\uff0c\u9ad8\u5f3a\u5ea6\u4f7f\u7528\u7684\u8bdd\uff0cPro\u5957\u9910\u8fd8\u662f\u6709\u70b9\u4e0d\u591f\u3002<\/p>\n

Levi\u5b9e\u6d4b\u4e0b\u6765\u53d1\u73b0\uff0cGLM CodingPlan+GLM5.1\uff0c\u989d\u5ea6\u6d88\u8017\u662fClaudeCode+Opus4.6\u76841.5-2\u500d\uff0c\u548cCodex+GPT5.4-high\u57fa\u672c\u6301\u5e73\u3002<\/p>\n

\u4ece\u5546\u4e1a\u903b\u8f91\u770b\uff0c\u533a\u57df\u5dee\u4ef7\u5176\u5b9e\u662f\u5168\u7403SaaS\u884c\u4e1a\u7684\u5e38\u89c1\u7b56\u7565\u3002<\/p>\n

\u9996\u5148\uff0c\u5404\u5730\u652f\u4ed8\u80fd\u529b\u4e0d\u540c\u3002\u5bf9\u6b27\u7f8e\u5f00\u53d1\u8005\u800c\u8a00\uff0c\u6bcf\u6708\u4e3a\u751f\u4ea7\u529b\u5de5\u5177\u652f\u4ed810\u81f330\u7f8e\u5143\u5e76\u4e0d\u964c\u751f\uff1aGitHub Copilot\u4e2a\u4eba\u7248\u957f\u671f\u5b9a\u4ef710\u7f8e\u5143\/\u6708\uff0cCursor\u4e3b\u529b\u5957\u9910\u4e3a20\u7f8e\u5143\/\u6708\uff0c\u4e14\u6301\u7eed\u62e5\u6709\u5927\u91cf\u4ed8\u8d39\u7528\u6237\u3002<\/p>\n

\u5176\u6b21\uff0c\u6d77\u5916\u7248\u53ef\u80fd\u8981\u8d70\u56fd\u9645\u8282\u70b9\u3001\u6d77\u5916\u7b97\u529b\u8d44\u6e90\u548c\u652f\u4ed8\u6e20\u9053\uff0c\u6210\u672c\u66f4\u9ad8\u3002<\/p>\n

\u6700\u540e\uff0c\u4f01\u4e1a\u7b56\u7565\u4e0d\u540c\u2014\u2014\u56fd\u533a\u9762\u5411\u7684\u662f\u6d77\u91cf\u5de5\u7a0b\u5e08\u5e02\u573a\uff0c\u5148\u505a\u89c4\u6a21\u518d\u53d8\u73b0\uff1b\u6d77\u5916\u533a\u4e3b\u653b\u6b27\u7f8e\u3001\u5370\u5ea6<\/a>\u7b49\u9ad8ARPU\u5e02\u573a\uff0c\u8981\u8ffd\u6c42\u5355\u7528\u6237\u6536\u5165\u3002<\/p>\n

\u56e0\u6b64\uff0c\u51fa\u73b0\u201c\u540c\u6a21\u578b\u4e0d\u540c\u62a4\u7167\u4ef7\u683c\u201d\u5e76\u975e\u7279\u4f8b\uff0c\u672c\u8d28\u4e0a\u4e00\u79cd\u5dee\u5f02\u5316\u8fd0\u8425\u3002\u4f46\u4e5f\u9020\u5c31\u4e86\u4e00\u4f17\u6d77\u5916\u7528\u6237\u5f00\u59cb\u7814\u7a76\u8d77\u6765\u56fd\u533aCodingPlan\uff0c\u4ee5\u907f\u5f00\u8fd9\u4e00\u65b0\u65f6\u4ee3\u8d5b\u535a\u201c\u897f\u65b9\u7a0e\u201d\u7684\u5947\u666f\u3002<\/p>\n

B<\/strong><\/p>\n

2026\u5e74\uff0c\u51e0\u4e4e\u6240\u6709\u4e3b\u8981\u7684\u5927\u6a21\u578b\u516c\u53f8\u548c\u4e91\u5382\u5546\u90fd\u63a8\u51fa\u4e86\u81ea\u5df1\u7684CodingPlan\u6216\u7c7b\u4f3c\u4ea7\u54c1\uff0c\u5927\u90e8\u5206\u6a21\u578b\u5382\u5546\uff0c\u5305\u62ec\u667a\u8c31\u3001\u5b57\u8282\u3001\u963f\u91cc\u4e91\u3001Kimi\u3001\u767e\u5ea6<\/a>\u9762\u5411\u56fd\u5185\u7684\u4ef7\u683c\u666e\u904d\u572840\u201350\u5143\/\u6708\u4e4b\u95f4\u3002<\/p>\n

\u4e3b\u6d41\u5382\u5546\/\u6a21\u578b\u7684CodingPlan\u4e2d\uff0c\u53ea\u6709Minimax\u91c7\u53d6\u4e86\u76f8\u5bf9\u4f4e\u4ef7\u7684\u7b56\u7565\uff0c\u6708\u8d3929\u5143\uff0c\u88ab\u8ba4\u4e3a\u662f\u4ef7\u683c\u6700\u4f4e\u6863\u4e4b\u4e00\u3002\u53ea\u652f\u6301\u81ea\u5bb6M2\u7cfb\u5217\u6a21\u578b\uff0c\u4e3b\u6253\u6027\u4ef7\u6bd4\u3002<\/p>\n

\u8fd9\u4e5f\u4f7f\u5f97MiniMax\u5728Token\u8c03\u7528\u91cf\u66b4\u6da8\u76842026\u5e74\u4e00\u5b63\u5ea6\u8fce\u6765\u7206\u53d1\u3002OpenRouter\u6570\u636e\u663e\u793a\uff0c3\u6708\u4e2d\u65ec\u5176\u4e3b\u529b\u6a21\u578bMiniMaxM2.5\u5468\u8c03\u7528\u91cf\u8fbe\u52301.75\u4e07\u4ebftokens\uff0c\u8fde\u7eed\u4e94\u5468\u4f4d\u5217\u5168\u7403\u7b2c\u4e00\u3002<\/p>\n

\u540c\u4e00\u65f6\u671f\uff0c\u6708\u4e4b\u6697\u9762\u7684KimiK2.5\u4e3a5600\u4ebftokens\uff0c\u667a\u8c31GLM\u7cfb\u5217\u5219\u7a33\u5b9a\u8fdb\u5165\u5168\u7403\u524d\u4e94\u3002\u5230\u4e864\u6708\u7f16\u7a0b\u573a\u666f\u699c\u5355\u4e2d\uff0cMiniMax M2.7\u518d\u4ee5124B tokens\u767b\u9876\uff0cGLM-5.1\u4e0eKimiK2.5\u5206\u5217\u7b2c\u4e94\u3001\u7b2c\u4e03\u3002<\/p>\n

\u516c\u5f00\u4fe1\u606f\u663e\u793a\uff0cMiniMax\u5728CodingPlan\u5347\u7ea7\u540e\u7684TokenPlan\u91cc\uff0c\u4e5f\u91c7\u7528\u4e86\u660e\u663e\u7684\u53cc\u533a\u5b9a\u4ef7\uff1a\u56fd\u9645\u7ad9\u6807\u51c6\u7248\u6708\u4ed8\u4e3a10\/20\/50\u7f8e\u5143\uff0c\u9ad8\u901f\u8ba2\u9605\u5219\u4e3a40\/80\/150\u7f8e\u5143\uff1b\u4e2d\u56fd\u533a\u6807\u51c6\u7248\u6708\u4ed8\u4e3a29\/49\/119\u5143\uff0c\u6781\u901f\u7248\u5219\u4e3a98\/199\/899\u5143\u3002<\/p>\n

\u6240\u8c13\u201c\u9ad8\u901f\u7248\u201d\uff0c\u5bf9\u5e94\u7684\u662f\u53ef\u76f4\u63a5\u8c03\u7528MiniMax-M2.7-highspeed\u7684\u6781\u901f\u7248\u8ba2\u9605\uff0c\u80fd\u529b\u4e0d\u53d8\uff0c\u4e3b\u8981\u533a\u522b\u662f\u54cd\u5e94\u901f\u5ea6\u66f4\u5feb\u3002<\/p>\n

\u4e0d\u8fc7\uff0c\u4f4e\u4ef7\u7b56\u7565\u7684\u53ef\u6301\u7eed\u6027\u4e5f\u5728\u4e1a\u5185\u906d\u53d7\u4e86\u8d28\u7591\uff0cAnthropic\u5c31\u5728\u8fd1\u671f\u8c03\u6574\u4e86\u4ea7\u54c1\u7b56\u7565\uff0c\u4e0d\u518d\u5141\u8bb8\u7528Claude\u8ba2\u9605\u8fd0\u884cOpenClaw\u3002<\/p>\n

\u201c\u6211\u4f1a\u5efa\u8bae\u6240\u6709LLM\u516c\u53f8\uff0c\u5728\u641e\u6e05\u695a\u2018codingplan\u600e\u4e48\u5b9a\u4ef7\u4e0d\u4e8f\u94b1\u2019\u4e4b\u524d\uff0c\u4e0d\u8981\u76f2\u76ee\u6253\u4ef7\u683c\u6218\u3002\u201d\u8fd1\u65e5\uff0c\u5c0f\u7c73<\/a>\u96c6\u56e2MiMo\u8d1f\u8d23\u4eba\u7f57\u798f\u8389\u8fd1\u65e5\u5728X\u5e73\u53f0\u53d1\u6587\uff0c\u8c08\u53ca\u9488\u5bf9\u773c\u4e0b\u7684Token\u5b9a\u4ef7\u95ee\u9898\u53d1\u8868\u770b\u6cd5\u3002<\/p>\n

\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u591a\u5bb6\u5382\u5546\u5df2\u7ecf\u4e0d\u518d\u91c7\u53d6Token\u79ef\u5206\uff0c\u800c\u662f\u914d\u989dPrompt\u7684\u673a\u5236\u3002<\/p>\n<\/p>\n

\u51e0\u4e4e\u6240\u6709\u8ba1\u5212\u90fd\u4f7f\u7528\u4e86\u201c5\u5c0f\u65f6\u6eda\u52a8\u5237\u65b0+\u5468\/\u6708\u4e0a\u9650\u201d\u7684\u914d\u989d\u6a21\u5f0f\uff0c\u8fd9\u672c\u8d28\u4e0a\u662f\u4e3a\u4e86\u907f\u514d\u5c11\u6570\u4eba\u5360\u7528\u5927\u91cf\u8d44\u6e90\uff0c\u540c\u65f6\u9f13\u52b1\u7528\u6237\u5b9a\u671f\u4f7f\u7528\u3002<\/p>\n

\u8fd9\u79cd\u673a\u5236\u80cc\u540e\u5f80\u5f80\u8fd8\u6709\u4e00\u4e2a\u5468\u9650\u500d\u6570\uff0c5\u5c0f\u65f6\u914d\u989d\u4e58\u4ee5\u8fd9\u4e2a\u500d\u6570\uff0c\u624d\u662f\u7528\u6237\u4e00\u5468\u7684\u5b9e\u9645\u4f7f\u7528\u914d\u989d\u3002<\/p>\n

\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u4e0d\u540c\u6a21\u578b\u5bf9\u914d\u989d\u7684\u6d88\u8017\u7cfb\u6570\u4e0d\u540c\u3002\u667a\u8c31\u7684GLM5\u7cfb\u5217\u6a21\u578b\u65f6\uff0c\u6bcf\u6b21\u8c03\u7528\u5728\u5cf0\u65f6\u8981\u6d88\u80173\u500d\u914d\u989d\uff0c\u975e\u5cf0\u65f62\u500d\u3002<\/p>\n

\u8fd9\u79cd\u201c\u52a8\u6001\u7cfb\u6570\u201d\u9f13\u52b1\u7528\u6237\u5728\u975e\u9ad8\u5cf0\u65f6\u6bb5\u8c03\u7528\u5148\u8fdb\u6a21\u578b\uff0c\u5728\u7e41\u5fd9\u65f6\u6bb5\u5219\u7528GLM4.7\u8fd9\u79cd\u6210\u672c\u4f4e\u7684\u7248\u672c\u3002MiniMax\u548cKimi\u5219\u7528\u7f13\u5b58\u673a\u5236\u62b5\u6d88\u914d\u989d\u6d88\u8017\uff1a\u7f13\u5b58\u547d\u4e2d\u65f6\u53ea\u8ba1\u8d390.7\u5143\/\u767e\u4e07tokens\u3002<\/p>\n

\u56e0\u6b64\uff0c\u7cbe\u6253\u7ec6\u7b97\u7684\u5f00\u53d1\u8005\u4e0d\u4ec5\u8981\u6bd4\u8f83\u4ef7\u683c\uff0c\u8fd8\u8981\u7406\u89e3\u81ea\u5df1\u5de5\u4f5c\u6d41\u7684\u8bf7\u6c42\u6a21\u5f0f\u548c\u6a21\u578b\u6027\u80fd\u3002<\/p>\n

\u4ece\u884c\u4e1a\u5c42\u9762\u770b\uff0c\u4e2d\u56fd\u6a21\u578b\u516c\u53f8\u901a\u8fc7\u8fd9\u79cd\u4f4e\u4ef7\u9ad8\u914d\u989d\u7684CodingPlan\uff0c\u53bb\u4e89\u593a\u5168\u7403\u5f00\u53d1\u8005\u7684\u65f6\u671f\u5df2\u7ecf\u544a\u4e00\u6bb5\u843d\u3002<\/p>\n

\u5168\u9762\u6da8\u4ef7\u80cc\u540e\uff0c\u662f\u56fd\u4ea7\u6a21\u578b\u5df2\u7ecf\u5728\u5546\u4e1a\u5316\u5e02\u573a\u4e0a\u4e0e\u5934\u90e8\u6a21\u578b\u516c\u53f8\u6b63\u9762\u62c9\u5f00\u67b6\u52bf\u3002<\/p>\n

\u8fd9\u80cc\u540e\u65e2\u6709Agent\u751f\u6001\u5f15\u53d1\u7684\u7528\u6237\u4fa7\u4f9b\u9700\u5173\u7cfb\u53d8\u5316\uff0c\u540c\u65f6\u4e5f\u6253\u7834\u4e86\u7b97\u529b\u5e02\u573a\u7684\u4f9b\u9700\u5e73\u8861\u3002<\/p>\n

C<\/strong><\/p>\n

\u7f57\u798f\u8389\u5728X\u4e0a\u5199\u9053\uff0c\u201c\u66f4\u5b8f\u89c2\u5730\u770b\uff1a\u5168\u7403\u7684\u7b97\u529b\u4f9b\u7ed9\uff0c\u8ddf\u4e0d\u4e0aagent\u5e26\u6765\u7684token\u9700\u6c42\u589e\u957f\u3002\u201d\u771f\u6b63\u7684\u51fa\u8def\uff0c\u4e0d\u662f\u66f4\u4fbf\u5b9c\u7684token\uff0c\u800c\u662f\u6a21\u578b\u548cAgent\u7684\u2018\u534f\u540c\u8fdb\u5316\u2019\u3002<\/p>\n

\u77e5\u540d\u534a\u5bfc\u4f53\u5206\u6790\u673a\u6784Semi Analysis\u8fd1\u671f\u53d1\u5e03\u7684\u62a5\u544a\u663e\u793a\uff0c\u7f8e\u56fd<\/a>\u5e02\u573a\u4e0a\uff0c\u82f1\u4f1f\u8fbeH100\u4e00\u5e74\u671fGPU\u79df\u8d41\u5408\u540c\u7684\u4ef7\u683c\u5df2\u4ece2025\u5e7410\u6708\u7684\u4f4e\u70b91.70\u7f8e\u5143\uff08\u4eba\u6c11\u5e0111.6\u5143\uff09\/\u5c0f\u65f6\/GPU\u98d9\u5347\u81f3\u4eca\u5e743\u6708\u76842.35\u7f8e\u5143\uff08\u4eba\u6c11\u5e0116\u5143\uff09\/\u5c0f\u65f6\/GPU\uff0c\u6da8\u5e45\u8fd140%\u3002<\/p>\n

\u53e6\u4e00\u65b9\u9762\uff0c\u56fd\u4ea7\u7b97\u529b\u6b63\u5728\u52a0\u901f\u63a5\u5165\u56fd\u4ea7\u6a21\u578b\u4f53\u7cfb\uff0c\u4e0a\u5468\uff0c\u6469\u5c14\u7ebf\u7a0b\u65b9\u9762\u66fe\u8868\u793a\uff0c\u5176MTTS5000\u670d\u52a1\u5668\u5df2\u5b9e\u73b0\u201cDay-0\u201d\u517c\u5bb9\u6027\uff0c\u53ef\u4e3aGLM-5.1\u63d0\u4f9b\u670d\u52a1\u3002<\/p>\n

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