{"id":92358,"date":"2026-08-10T07:33:42","date_gmt":"2026-08-09T23:33:42","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/92358.html"},"modified":"2026-08-10T07:33:42","modified_gmt":"2026-08-09T23:33:42","slug":"%e5%93%aa%e4%ba%9bai%e5%a4%a7%e6%a8%a1%e5%9e%8b%e9%80%82%e5%90%88%e5%81%9a%e8%a1%a8%e6%a0%bc%ef%bc%9fdeepseek%e3%80%81kimi%e3%80%81qwen%e3%80%81glm%e3%80%81%e6%96%87%e5%bf%83%e4%b8%80%e8%a8%80","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/92358.html","title":{"rendered":"\u54ea\u4e9bAI\u5927\u6a21\u578b\u9002\u5408\u505a\u8868\u683c\uff1fDeepSeek\u3001Kimi\u3001Qwen\u3001GLM\u3001\u6587\u5fc3\u4e00\u8a00\u6a2a\u8bc4"},"content":{"rendered":"

\u4e00\u3001\u505a\u8868，\u662f\u5927\u6a21\u578b\u6700\u88ab\u4f4e\u4f30\u7684\u521a\u9700<\/span><\/p>\n

\u8fd9\u4e24\u5e74\u5927\u6a21\u578b\u706b\u51fa\u5708，\u5927\u5bb6\u90fd\u5728\u62ff\u5b83\u5199\u6587\u6848\u3001\u5199\u4ee3\u7801\u3001\u804a\u5929\u3002\u4f46\u56de\u5230\u771f\u5b9e\u529e\u516c\u573a\u666f，\u5f88\u591a\u4eba\u6bcf\u5929\u771f\u6b63\u88ab\u6298\u78e8\u7684，\u662f Excel\u2014\u2014\u6e05\u6d17\u810f\u6570\u636e\u3001\u8de8\u8868 VLOOKUP\u3001\u6309\u533a\u57df\u6c47\u603b\u3001\u505a\u65e5\u62a5\u5468\u62a5\u3002<\/span><\/p>\n

\u95ee\u9898\u6765\u4e86：<\/span>\u4e0d\u662f\u6240\u6709\u5927\u6a21\u578b\u90fd"\u4f1a\u505a\u8868"<\/span>\u3002\u6709\u7684\u6570\u5b66\u63a8\u7406\u5f3a\u4f46\u542c\u4e0d\u61c2\u4f60\u7684\u884c\u8bdd，\u6709\u7684\u4e2d\u6587\u597d\u4f46\u4e00\u78b0\u5927\u8868\u5c31\u8d85\u4e0a\u4e0b\u6587，\u6709\u7684\u80fd\u5199\u4ee3\u7801\u5374\u8981\u4f60\u5148\u4f1a\u5199\u63d0\u793a\u8bcd\u3002<\/span><\/p>\n

\u672c\u6587\u6a2a\u8bc4 5 \u6b3e\u6700\u9002\u5408\u505a\u8868\u683c\u7684\u4e3b\u6d41\u56fd\u4ea7\u5927\u6a21\u578b\u2014\u2014<\/span>DeepSeek\u3001Kimi\u3001Qwen\u3001GLM\u3001\u6587\u5fc3\u4e00\u8a00<\/span>\u7684\u6700\u65b0\u65d7\u8230\u7248\u672c，\u770b\u770b\u8c01\u9002\u5408\u4ec0\u4e48\u573a\u666f；\u66f4\u91cd\u8981\u7684\u662f，\u544a\u8bc9\u4f60\u600e\u4e48\u628a\u5b83\u4eec<\/span>\u5168\u90e8\u63a5\u5165\u6570\u4ee5\u8f7b\u821fAgent<\/span>，\u7528\u4e00\u53e5\u4e2d\u6587\u5c31\u505a\u51fa\u4e13\u4e1a\u8868\u683c\u3002<\/span><\/p>\n

\u4e8c\u3001\u4e94\u6b3e\u5927\u6a21\u578b\u6700\u65b0\u7248\u505a\u8868\u80fd\u529b\u6a2a\u8bc4<\/span><\/p>\n\n\n\n\n\n\n\n\n
\n

\u6a21\u578b（\u6700\u65b0\u7248）<\/span><\/p>\n<\/td>\n

\n

\u5382\u5546<\/span><\/p>\n<\/td>\n

\n

\u957f\u8868\/\u4e0a\u4e0b\u6587<\/span><\/p>\n<\/td>\n

\n

\u4ee3\u7801\u00b7\u516c\u5f0f<\/span><\/p>\n<\/td>\n

\n

\u4e2d\u6587\u00b7\u8bed\u4e49<\/span><\/p>\n<\/td>\n

\n

\u505a\u8868\u4eae\u70b9<\/span><\/p>\n<\/td>\n

\n

\u5178\u578b\u77ed\u677f<\/span><\/p>\n<\/td>\n<\/tr>\n

\n

**DeepSeek-V4-Flash**<\/span><\/p>\n<\/td>\n

\n

\u6df1\u5ea6\u6c42\u7d22<\/span><\/p>\n<\/td>\n

\n

100\u4e07 token<\/span><\/p>\n<\/td>\n

\n

\u2b50\u2b50\u2b50\u2b50\u2b50<\/span><\/p>\n<\/td>\n

\n

\u2b50\u2b50\u2b50\u2b50<\/span><\/p>\n<\/td>\n

\n

\u590d\u6742\u8ba1\u7b97\/\u6e05\u6d17\u903b\u8f91\/\u5d4c\u5957\u516c\u5f0f\u51c6；Agent\u80fd\u529b\u5927\u5e45\u589e\u5f3a；\u4ef7\u683c\u6781\u4f4e<\/span><\/p>\n<\/td>\n

\n

\u6570\u636e\u9700\u8d34\u8fdb\u5bf9\u8bdd，\u654f\u611f\u6570\u636e\u6709\u987e\u8651<\/span><\/p>\n<\/td>\n<\/tr>\n

\n

**Kimi K3**（kimi-k3）<\/span><\/p>\n<\/td>\n

\n

\u6708\u4e4b\u6697\u9762<\/span><\/p>\n<\/td>\n

\n

100\u4e07 token<\/span><\/p>\n<\/td>\n

\n

\u2b50\u2b50\u2b50<\/span><\/p>\n<\/td>\n

\n

\u2b50\u2b50\u2b50\u2b50<\/span><\/p>\n<\/td>\n

\n

\u8d85\u957f\u8868\/\u591a Sheet \u8de8\u8868\u5206\u6790；\u539f\u751f\u89c6\u89c9，\u957f\u7a0b\u4efb\u52a1<\/span><\/p>\n<\/td>\n

\n

\u901a\u7528\u7248\u516c\u5f0f\u7cbe\u51c6\u5ea6\u7565\u900a DeepSeek<\/span><\/p>\n<\/td>\n<\/tr>\n

\n

**Qwen3.8-Max**<\/span><\/p>\n<\/td>\n

\n

\u963f\u91cc\u901a\u4e49<\/span><\/p>\n<\/td>\n

\n

25.6\u4e07 token（256K）<\/span><\/p>\n<\/td>\n

\n

\u2b50\u2b50\u2b50\u2b50<\/span><\/p>\n<\/td>\n

\n

\u2b50\u2b50\u2b50\u2b50<\/span><\/p>\n<\/td>\n

\n

Agentic \u80fd\u529b\u5168\u7403\u7b2c\u4e00；\u516c\u5f0f\/\u811a\u672c\u5316\u7a33；\u5f00\u6e90\u751f\u6001<\/span><\/p>\n<\/td>\n

\n

\u901a\u7528\u7248\u542c\u4e0d\u61c2\u884c\u4e1a\u9ed1\u8bdd<\/span><\/p>\n<\/td>\n<\/tr>\n

\n

**GLM-5 \/ GLM-5.2**<\/span><\/p>\n<\/td>\n

\n

\u667a\u8c31AI<\/span><\/p>\n<\/td>\n

\n

\u957f\u4e0a\u4e0b\u6587<\/span><\/p>\n<\/td>\n

\n

\u2b50\u2b50\u2b50\u2b50<\/span><\/p>\n<\/td>\n

\n

\u2b50\u2b50\u2b50\u2b50\u2b50<\/span><\/p>\n<\/td>\n

\n

\u5de5\u5177\u8c03\u7528\u5f3a，\u505a\u8868\u6d41\u7a0b\u81ea\u52a8\u5316；\u53ef\u76f4\u63a5\u751f\u6210 docx\/xlsx<\/span><\/p>\n<\/td>\n

\n

\u7eaf\u8ba1\u7b97\u6df1\u5ea6\u7565\u900a DeepSeek<\/span><\/p>\n<\/td>\n<\/tr>\n

\n

**\u6587\u5fc3 5.1**（ERNIE 5.1）<\/span><\/p>\n<\/td>\n

\n

\u767e\u5ea6<\/span><\/p>\n<\/td>\n

\n

\u957f\u4e0a\u4e0b\u6587<\/span><\/p>\n<\/td>\n

\n

\u2b50\u2b50\u2b50<\/span><\/p>\n<\/td>\n

\n

\u2b50\u2b50\u2b50\u2b50\u2b50<\/span><\/p>\n<\/td>\n

\n

\u4e2d\u6587\u81ea\u7136\u3001\u8f7b\u91cf\u62a5\u8868\u4e0a\u624b\u5feb；\u529e\u516c\u751f\u6001\u5e7f<\/span><\/p>\n<\/td>\n

\n

\u590d\u6742\u516c\u5f0f\/\u5927\u6587\u4ef6\u504f\u5f31<\/span><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\n

1. DeepSeek-V4-Flash：\u590d\u6742\u8ba1\u7b97\u7684"\u7406\u79d1\u72b6\u5143"<\/span><\/p>\n

\u7531\u6df1\u5ea6\u6c42\u7d22\u63a8\u51fa，2026 \u5e74 7 \u6708 31 \u65e5\u53d1\u5e03\u6b63\u5f0f\u7248（API \u516c\u6d4b）\u3002\u5b83\u91c7\u7528 2840 \u4ebf\u603b\u53c2\u6570\u3001130 \u4ebf\u6fc0\u6d3b\u53c2\u6570\u7684 MoE \u67b6\u6784，\u539f\u751f\u652f\u6301 <\/span>100 \u4e07 token<\/span> \u8d85\u957f\u4e0a\u4e0b\u6587\u3002<\/span><\/p>\n

\u7ecf\u65b0\u4e00\u8f6e\u540e\u8bad\u7ec3，Agent \u80fd\u529b\u4e0e\u4ee3\u7801\u80fd\u529b\u5927\u5e45\u8dc3\u5347\u2014\u2014\u4ee3\u7801\u4fee\u590d\u57fa\u51c6 DeepSWE \u5f97\u5206\u4ece 7.3 \u76f4\u63a5\u6da8\u5230 54.4，\u5de5\u5177\u8c03\u7528\u3001\u7ec8\u7aef\u64cd\u4f5c\u5206\u6570\u4e5f\u660e\u663e\u9886\u5148\u3002\u4ef7\u683c\u6781\u4f4e：\u8f93\u5165（\u7f13\u5b58\u672a\u547d\u4e2d）\u4ec5 1 \u5143\/\u767e\u4e07 token\u3001\u8f93\u51fa 2 \u5143\/\u767e\u4e07 token，\u7ea6\u4e3a\u540c\u7ea7\u95ed\u6e90\u6a21\u578b\u7684\u96f6\u5934\u3002<\/span><\/p>\n

\u505a\u8868\u9002\u914d：\u8de8\u8868\u5339\u914d\u3001\u6761\u4ef6\u6c47\u603b\u3001\u7a7a\u503c\/\u5f02\u5e38\u503c\u5904\u7406\u8fd9\u7c7b\u903b\u8f91，\u4e00\u6b65\u5230\u4f4d\u7684\u6982\u7387\u6700\u9ad8；\u591a\u6b65\u63a8\u7406\u7a33\u5b9a\u3002\u4ee3\u4ef7\u662f\u2014\u2014\u7eaf\u5bf9\u8bdd\u6a21\u5f0f\u4f60\u5f97\u628a\u6570\u636e\u7c98\u8fdb\u804a\u5929\u6846，\u654f\u611f\u6570\u636e\u6709\u5b89\u5168\u987e\u8651\u3002<\/span><\/p>\n

2. Kimi K3：\u8d85\u957f\u8868\u683c\u7684"\u8bb0\u5fc6\u738b\u8005"<\/span><\/p>\n

\u6708\u4e4b\u6697\u9762\u6700\u65b0\u65d7\u8230 <\/span>kimi-k3<\/span>（2026 \u5e74）：2.8 \u4e07\u4ebf\u53c2\u6570，\u539f\u751f\u89c6\u89c9\u7406\u89e3，<\/span>100 \u4e07 token<\/span> \u4e0a\u4e0b\u6587\u3002\u5b83\u7684\u957f\u7a0b\u4efb\u52a1\u4e0e Agent \u81ea\u4e3b\u6267\u884c\u80fd\u529b\u5f88\u5f3a\u2014\u2014\u601d\u8003\u6a21\u5f0f\u53ef\u4ea4\u9519\u8c03\u7528\u5de5\u5177，\u6700\u591a 300 \u6b65\u3002<\/span><\/p>\n

\u505a\u8868\u9002\u914d：\u628a\u6574\u672c Excel\u3001\u591a\u4e2a Sheet \u4e00\u8d77\u5582\u8fdb\u53bb\u505a\u8de8\u8868\u5206\u6790\u6700\u4ece\u5bb9；\u5b98\u65b9\u8fd8\u6709\u4e13\u95e8\u7684 K2.7-Code \u7f16\u7a0b\u6a21\u578b\u8865\u8db3\u4ee3\u7801\u80fd\u529b\u3002\u77ed\u677f\u662f\u901a\u7528\u7248\u5bf9\u7eaf\u8868\u683c\u516c\u5f0f\u7684\u7cbe\u51c6\u5ea6\u7565\u900a DeepSeek\u3002<\/span><\/p>\n

3. Qwen3.8-Max：\u6700\u5747\u8861\u7684"\u5f00\u6e90\u5168\u80fd\u624b"<\/span><\/p>\n

\u963f\u91cc\u901a\u4e49\u6700\u65b0\u65d7\u8230（2026 \u5e74 8 \u6708\u767b\u9876 ArtificialAnalysis Agentic \u667a\u80fd\u4f53\u80fd\u529b\u699c<\/span>\u5168\u7403\u7b2c\u4e00<\/span>，55.4 \u5206）\u3002Qwen3 \u7cfb\u5217\u878d\u5408\u4e86\u601d\u8003\/\u975e\u601d\u8003\u6a21\u5f0f，\u51fd\u6570\u8c03\u7528\u3001\u7ed3\u6784\u5316\u8f93\u51fa\u5b8c\u5584，<\/span>256K<\/span> \u4e0a\u4e0b\u6587\u3002<\/span><\/p>\n

\u5f00\u6e90\u751f\u6001\u6700\u5b8c\u6574，\u5bf9 Excel \u516c\u5f0f\u3001Python\/pandas \u6570\u636e\u8f6c\u6362\u4efb\u52a1\u719f\u7ec3，\u5f00\u53d1\u8005\u4fbf\u4e8e\u4e8c\u6b21\u96c6\u6210\u3002\u505a\u8868\u9002\u914d：\u516c\u5f0f\u751f\u6210\u3001\u6570\u636e\u8f6c\u6362\u3001\u811a\u672c\u5316\u5904\u7406\u90fd\u7a33\u3002\u77ed\u677f\u662f\u901a\u7528\u5bf9\u8bdd\u7248\u5bf9\u884c\u4e1a"\u9ed1\u8bdd"\u4ecd\u9700\u4f60\u89e3\u91ca\u6e05\u695a\u3002<\/span><\/p>\n

4. GLM-5 \/ GLM-5.2：\u628a\u505a\u8868"\u6d41\u7a0b\u5316"\u7684\u9ad8\u624b<\/span><\/p>\n

\u667a\u8c31\u6700\u65b0\u65d7\u8230 <\/span>GLM-5<\/span>（2026 \u5e74），\u4e3b\u6253 Agentic Engineering；<\/span>GLM-5.2<\/span>（\u5df2\u5f00\u6e90，MIT \u8bb8\u53ef）\u4e13\u6ce8 Coding \u4e0e\u957f\u7a0b\u4efb\u52a1\u3002\u5b83\u7684\u5de5\u5177\u8c03\u7528\/\u51fd\u6570\u8c03\u7528\u6781\u5f3a，\u4e2d\u6587\u8bed\u4e49\u7406\u89e3\u7ec6\u817b，\u751a\u81f3\u80fd\u76f4\u63a5\u628a\u6587\u672c\u6216\u7d20\u6750\u751f\u6210 .docx\u3001.xlsx \u7b49\u6210\u54c1\u6587\u6863\u3002<\/span><\/p>\n

\u505a\u8868\u9002\u914d：\u628a\u81ea\u7136\u8bed\u8a00\u9700\u6c42\u62c6\u6210\u7ed3\u6784\u5316\u6b65\u9aa4，\u53ef\u9760\u8c03\u7528\u5de5\u5177\u5b8c\u6210\u591a\u6b65\u505a\u8868，\u9002\u5408\u628a"\u505a\u8868"\u4e32\u6210\u81ea\u52a8\u5316\u6d41\u7a0b\u3002\u77ed\u677f\u662f\u7eaf\u8868\u683c\u8ba1\u7b97\u6df1\u5ea6\u7565\u900a DeepSeek，\u66f4\u504f"\u6d41\u7a0b\u81ea\u52a8\u5316\u578b"\u505a\u8868\u3002<\/span><\/p>\n

5. \u6587\u5fc3 5.1（ERNIE 5.1）：\u6700\u61c2"\u4eba\u8bdd"\u7684\u8f7b\u91cf\u9009\u624b<\/span><\/p>\n

\u767e\u5ea6\u6700\u65b0\u7248\u672c（2026 \u5e74 5 \u6708\u53d1\u5e03，Arena \u641c\u7d22\u699c\u56fd\u5185\u7b2c\u4e00）；\u5176\u524d\u8eab\u6587\u5fc3 5.0 \u662f 2.4 \u4e07\u4ebf\u53c2\u6570\u7684\u539f\u751f\u5168\u6a21\u6001\u5927\u6a21\u578b\u3002\u4e2d\u6587\u7406\u89e3\u4e0e\u5e38\u8bc6\u63a8\u7406\u79ef\u6dc0\u6df1，\u529e\u516c\u751f\u6001\u8986\u76d6\u5e7f，\u5bf9"\u4eba\u8bdd"\u9700\u6c42\u7406\u89e3\u6700\u81ea\u7136\u3002<\/span><\/p>\n

\u505a\u8868\u9002\u914d：\u65e5\u5e38\u62a5\u8868\u3001\u8f7b\u91cf\u6c47\u603b\u3001\u4e2d\u6587\u8bed\u4e49\u63d0\u53d6\u90fd\u5f88\u987a\u624b，\u975e\u6280\u672f\u540c\u5b66\u53cb\u597d\u3002\u77ed\u677f\u662f\u590d\u6742\u516c\u5f0f\u3001\u5927\u6587\u4ef6\u5904\u7406\u5f31\u4e8e\u524d\u51e0\u4f4d，\u66f4\u9002\u5408\u8f7b\u91cf\u529e\u516c\u3002<\/span><\/p>\n

\u5c0f\u7ed3：\u6ca1\u6709"\u5168\u80fd\u51a0\u519b"，\u53ea\u6709"\u573a\u666f\u5339\u914d"\u3002\u7b97\u5f97\u51c6\u9009 DeepSeek-V4-Flash，\u8868\u8d85\u957f\u9009 Kimi K3，\u8981\u5747\u8861\u9009 Qwen3.8-Max，\u505a\u81ea\u52a8\u5316\u9009 GLM-5，\u8f7b\u91cf\u529e\u516c\u9009\u6587\u5fc3 5.1\u3002<\/span><\/p>\n

\u4e09\u3001\u8fd9\u4e9b\u5927\u6a21\u578b，\u90fd\u80fd\u63a5\u5165\u6570\u4ee5\u8f7b\u821fAgent<\/span><\/p>\n

\u5149\u770b\u6a21\u578b\u8fd8\u4e0d\u591f\u2014\u2014\u628a\u6570\u636e\u6574\u6bb5\u7c98\u8fdb\u7f51\u9875\u5bf9\u8bdd\u3001\u81ea\u5df1\u5199\u63d0\u793a\u8bcd\u3001\u81ea\u5df1\u6838\u5bf9\u7ed3\u679c，\u5bf9\u975e\u6280\u672f\u540c\u5b66\u4f9d\u7136\u662f\u8d1f\u62c5；\u66f4\u5173\u952e\u7684\u662f，<\/span>\u628a\u516c\u53f8\u6570\u636e\u8d34\u8fdb\u7f51\u9875\u5bf9\u8bdd，\u672c\u8eab\u5c31\u8e29\u4e86\u5b89\u5168\u7ea2\u7ebf<\/span>\u3002<\/span><\/p>\n

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    \n
  • DeepSeek-V4-Flash\u3001Kimi K3\u3001Qwen3.8-Max\u3001GLM-5\u3001\u6587\u5fc3 5.1 \u7b49\u4e3b\u6d41\u5927\u6a21\u578b，\u5747\u53ef\u63a5\u5165\u4f5c\u4e3a\u63a8\u7406\u540e\u7aef<\/span>，\u4f60\u6309\u573a\u666f\u81ea\u7531\u9009\u6a21\u578b；<\/span><\/li>\n
  • \u5176\u4e2d <\/span>DeepSeek-V4-Flash<\/span> \u662f\u5176\u6df1\u5ea6\u9002\u914d\u3001\u517c\u987e\u6548\u679c\u4e0e token \u6210\u672c\u7684<\/span>\u9ed8\u8ba4\u4f18\u5316\u5f15\u64ce<\/span>；<\/span><\/li>\n
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    \n

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    \n

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  • \u5bf9\u4ed6\u8bf4\u4e00\u53e5\u4e2d\u6587，\u8868\u5c31\u505a\u597d\u4e86\u3002<\/span><\/li>\n

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