{"id":87374,"date":"2026-07-30T08:17:15","date_gmt":"2026-07-30T00:17:15","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/87374.html"},"modified":"2026-07-30T08:17:15","modified_gmt":"2026-07-30T00:17:15","slug":"2026-%e7%a1%ac%e6%a0%b8%e6%a8%aa%e8%af%84%ef%bd%9copenai-codex-gpt-5-3-codex-vs-deepseek-v4-pro%ef%bc%9a%e4%bb%a3%e7%a0%81%e6%a8%a1%e5%9e%8b%e3%80%81vibecoding%e3%80%81agent-%e5%85%a8%e7%bb%b4","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/87374.html","title":{"rendered":"2026 \u786c\u6838\u6a2a\u8bc4\uff5cOpenAI Codex (GPT-5.3-Codex) VS DeepSeek V4-Pro\uff1a\u4ee3\u7801\u6a21\u578b\u3001VibeCoding\u3001Agent \u5168\u7ef4\u5ea6\u7efc\u5408\u5bf9\u6bd4"},"content":{"rendered":"

\u5f53\u524d VibeCoding\u3001\u672c\u5730\u4ee3\u7801 Agent \u8d5b\u9053\u4e24\u5927\u70ed\u95e8\u9009\u62e9：OpenAI Codex（GPT-5.3-Codex）\u3001\u56fd\u4ea7 DeepSeek V4-Pro\u3002\u5927\u91cf\u72ec\u7acb\u5f00\u53d1\u8005\u3001\u526f\u4e1a\u7a0b\u5e8f\u5458\u3001IDE \u63d2\u4ef6\u5f00\u53d1\u8005\u957f\u671f\u7ea0\u7ed3\u9009\u578b： Codex \u4f5c\u4e3a\u95ed\u6e90\u4ee3\u7801\u667a\u80fd\u4f53\u6807\u6746，\u64c5\u957f\u7aef\u5230\u7aef\u5b8c\u6574\u9879\u76ee\u5de5\u7a0b\u5316；DeepSeek V4-Pro \u51ed\u501f\u6781\u9ad8\u6027\u4ef7\u6bd4\u3001\u767e\u4e07\u4e0a\u4e0b\u6587\u3001\u5f3a\u52b2\u7b97\u6cd5\u4ee3\u7801\u80fd\u529b\u5360\u9886\u56fd\u5185\u5f00\u53d1\u8005\u5e02\u573a\u3002<\/p>\n

\u7f51\u4e0a\u788e\u7247\u5316\u6d4b\u8bc4\u7ecf\u5e38\u53ea\u5bf9\u6bd4\u7b97\u6cd5\u8dd1\u5206，\u5ffd\u7565\u7f51\u7edc\u73af\u5883\u3001API \u6210\u672c\u3001Agent \u6301\u7eed\u5faa\u73af\u3001\u672c\u5730 IDE \u9002\u914d\u3001\u4e2d\u6587\u9879\u76ee\u3001\u79c1\u6709\u5316\u6743\u9650\u7b49\u5de5\u7a0b\u73b0\u5b9e\u7ea6\u675f\u3002 \u672c\u6587\u7edf\u4e00\u6807\u51c6：\u57fa\u4e8e 2026 \u5e74 7 \u6708\u6700\u65b0\u6b63\u5f0f\u7248\u672c，\u8986\u76d6\u5e95\u5c42\u67b6\u6784\u3001\u5b9a\u4ef7\u3001\u541e\u5410\u5ef6\u8fdf\u3001\u57fa\u51c6\u8dd1\u5206\u3001VibeCoding \u5b9e\u6218\u8868\u73b0\u3001Agent \u80fd\u529b\u3001\u5408\u89c4\u4e0e\u90e8\u7f72，\u6700\u540e\u7ed9\u51fa\u6e05\u6670\u843d\u5730\u9009\u578b，\u4e0d\u5439\u4e0d\u9ed1\u3002<\/p>\n

\u5173\u952e\u6982\u5ff5\u6f84\u6e05<\/p>\n

  • OpenAI Codex：\u4e0d\u5355\u6307\u5e95\u5c42\u57fa\u5ea7\u6a21\u578b，\u662f\u300c\u4e13\u7528\u4ee3\u7801\u6a21\u578b + Agent \u8fd0\u884c\u6846\u67b6 + Codex CLI \/ IDE \u63d2\u4ef6\u6574\u5957\u4f53\u7cfb\u300d，\u539f\u751f\u9002\u914d Aider\u3001Cursor\u3001Codex CLI；<\/li>\n
  • DeepSeek V4-Pro：\u72ec\u7acb MoE \u4ee3\u7801\u65d7\u8230\u57fa\u5ea7，\u63d0\u4f9b\u6807\u51c6 OpenAI \u517c\u5bb9 API，\u53ef\u63a5\u5165 Trae\u3001Cursor\u3001Continue\u3001Aider \u4efb\u610f\u672c\u5730 Agent，\u65e0\u7ed1\u5b9a\u81ea\u6709 IDE \u751f\u6001\u3002<\/li>\n
  • \u8ba1\u4ef7\u5355\u4f4d\u7edf\u4e00：\u5143 \/ \u767e\u4e07 Token；\u4e0a\u4e0b\u6587\u5747\u4e3a\u539f\u751f\u65e0\u635f\u7a97\u53e3；\u538b\u6d4b\u57fa\u51c6：\u8f93\u5165 8K，\u8f93\u51fa 2K \u666e\u901a\u5168\u6808\u5f00\u53d1\u4efb\u52a1\u3002<\/li>\n

    \u4e00\u3001\u57fa\u7840\u67b6\u6784\u4e0e\u6838\u5fc3\u89c4\u683c\u603b\u89c8<\/h3>\n

    \u8868\u683c<\/p>\n\n\u5bf9\u6bd4\u7ef4\u5ea6OpenAI Codex(GPT-5.3-Codex)DeepSeek V4-Pro<\/tr>\n\n\n\n\n\n\n\n\n\n\n
    \u67b6\u6784<\/td>\nMoE \u7a00\u758f\u67b6\u6784，\u9762\u5411\u8f6f\u4ef6\u5de5\u7a0b Agent \u4e13\u9879\u8bad\u7ec3<\/td>\nEngram LatentMoE，HCA \u6df7\u5408\u7a00\u758f\u6ce8\u610f\u529b；\u603b\u53c2 1.6T，\u6fc0\u6d3b 49B<\/td>\n<\/tr>\n
    \u539f\u751f\u4e0a\u4e0b\u6587\u7a97\u53e3<\/td>\n1,048,576 Token（100 \u4e07）<\/td>\n1,048,576 Token（100 \u4e07）<\/td>\n<\/tr>\n
    \u6700\u5927\u5355\u6b21\u8f93\u51fa<\/td>\n128K Token<\/td>\n384K Token（\u957f\u751f\u6210\u5de8\u5927\u4f18\u52bf）<\/td>\n<\/tr>\n
    \u63a8\u7406\u6a21\u5f0f<\/td>\n\u591a\u6863\u4f4d\u63a8\u7406\u5f3a\u5ea6\u53ef\u8c03（Low\/High\/Max）<\/td>\n\u7edf\u4e00 Max \u6df1\u5ea6\u601d\u8003\u6a21\u5f0f，\u65e0\u53ef\u8c03\u8282\u6863\u4f4d<\/td>\n<\/tr>\n
    FIM \u4ee3\u7801\u8865\u5168<\/td>\n\u539f\u751f\u6df1\u5ea6\u4f18\u5316，IDE \u5b9e\u65f6\u8865\u5168\u6d41\u7545<\/td>\n\u652f\u6301 FIM（\u975e\u601d\u8003\u6a21\u5f0f\u542f\u7528）<\/td>\n<\/tr>\n
    Function Call \/ \u591a\u8f6e\u5de5\u5177\u8c03\u7528<\/td>\nAgent Loop \u539f\u751f\u5185\u7f6e，\u95ed\u73af\u7a33\u5b9a\u6027\u6781\u5f3a<\/td>\n\u7a33\u5b9a\u652f\u6301 Function Call，\u9002\u5408\u81ea\u5b9a\u4e49 Agent \u6846\u67b6<\/td>\n<\/tr>\n
    \u539f\u751f\u6a21\u6001<\/td>\n\u652f\u6301\u591a\u6a21\u6001（\u8bc6\u56fe\u8f6c\u4ee3\u7801）<\/td>\n\u7eaf\u6587\u672c\u57fa\u5ea7，\u8bc6\u56fe\u9700\u8981\u989d\u5916\u8c03\u7528 VL \u6a21\u578b<\/td>\n<\/tr>\n
    \u6743\u91cd\u7b56\u7565<\/td>\n\u95ed\u6e90，\u4e0d\u63d0\u4f9b\u672c\u5730\u79c1\u6709\u5316\u6743\u91cd<\/td>\nMIT \u534f\u8bae\u5f00\u653e\u6743\u91cd，\u652f\u6301\u672c\u5730\u79c1\u6709\u5316\u90e8\u7f72\u3001\u5fae\u8c03<\/td>\n<\/tr>\n
    API \u534f\u8bae<\/td>\nOpenAI \u6807\u51c6 Responses API；Codex CLI \u4e13\u5c5e\u6269\u5c55\u5b57\u6bb5<\/td>\n\u6807\u51c6 OpenAI \u517c\u5bb9 Chat Completions，\u8fc1\u79fb\u6210\u672c\u6781\u4f4e<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

    \u901a\u4fd7\u67b6\u6784\u89e3\u8bfb<\/h4>\n

    Codex \u662f\u6a21\u578b + \u5b8c\u6574 Agent \u8fd0\u884c\u65f6\u4e00\u4f53\u5316\u4ea7\u54c1，\u4ece\u5e95\u5c42\u8bad\u7ec3\u5c31\u9488\u5bf9\u300c\u6301\u7eed\u8bfb\u5199\u6587\u4ef6\u3001\u6267\u884c\u7ec8\u7aef\u3001\u8fed\u4ee3\u9879\u76ee\u300d\u95ed\u73af\u4f18\u5316； DeepSeek V4-Pro \u662f\u9ad8\u6027\u80fd\u901a\u7528\u4ee3\u7801\u57fa\u5ea7，\u53ea\u63d0\u4f9b\u63a8\u7406\u80fd\u529b，Agent \u5faa\u73af\u3001\u6587\u4ef6\u64cd\u4f5c\u3001\u4e0a\u4e0b\u6587\u7ba1\u7406\u5168\u90e8\u7531\u4e0a\u5c42\u5de5\u5177（Trae\/Cursor\/Aider）\u5b9e\u73b0，\u7075\u6d3b\u6027\u66f4\u9ad8，\u4f46\u7f3a\u5c11\u539f\u751f\u667a\u80fd\u4f53\u8c03\u5ea6\u5c42\u52a0\u6301\u3002<\/p>\n

    \u4e8c\u3001\u5b98\u65b9\u5b9a\u4ef7\u4f53\u7cfb\u6df1\u5ea6\u5bf9\u6bd4（\u516c\u7f51\u6309\u91cf API，\u4eba\u6c11\u5e01\u6298\u7b97）<\/h3>\n

    \u8bf4\u660e：Codex \u5206\u4e3a\u300c\u8ba2\u9605\u5957\u9910\u989d\u5ea6\u300d\u4e0e\u72ec\u7acb API \u4ed8\u8d39\u4e24\u5957\u4f53\u7cfb；DeepSeek \u7edf\u4e00\u6309\u91cf，\u5185\u7f6e\u4e0a\u4e0b\u6587\u7f13\u5b58\u9636\u68af\u4f18\u60e0\u3002<\/p>\n

    \u8868\u683c<\/p>\n\n\u8ba1\u8d39\u9879\u76eeOpenAI Codex API（\u516c\u5f00\u6d77\u5916\u4ef7\u683c\u6298\u7b97）DeepSeek V4-Pro（\u56fd\u5185\u5b98\u65b9 API）<\/tr>\n\n\n\n\n
    \u8f93\u5165（\u7f13\u5b58\u547d\u4e2d）<\/td>\n\u65e0\u72ec\u7acb\u9636\u68af\u6298\u6263<\/td>\n0.025 \u5143 \/ \u767e\u4e07 Token<\/td>\n<\/tr>\n
    \u8f93\u5165（\u7f13\u5b58\u672a\u547d\u4e2d）<\/td>\n\u224818.5 \u5143 \/ \u767e\u4e07 Token<\/td>\n3.0 \u5143 \/ \u767e\u4e07 Token<\/td>\n<\/tr>\n
    \u8f93\u51fa Token<\/td>\n\u224892 \u5143 \/ \u767e\u4e07 Token<\/td>\n6.0 \u5143 \/ \u767e\u4e07 Token<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

    \u4e24\u79cd\u5178\u578b\u4e1a\u52a1\u6210\u672c\u6d4b\u7b97<\/h4>\n

    \u573a\u666f 1：\u5168\u65b0\u9879\u76ee\u9996\u6b21\u52a0\u8f7d\u5b8c\u6574\u4ee3\u7801\u5e93（\u8f93\u5165 100 \u4e07，\u8f93\u51fa 30 \u4e07，\u65e0\u7f13\u5b58） Codex：100\u00d718.5 + 30\u00d792 = 4610 \u5143 DeepSeek V4-Pro：100\u00d73 + 30\u00d76 = 480 \u5143<\/p>\n

    \u573a\u666f 2：\u957f\u671f\u8fed\u4ee3\u540c\u4e00\u4e2a\u4ed3\u5e93，\u5927\u91cf\u4f1a\u8bdd\u547d\u4e2d\u4e0a\u4e0b\u6587\u7f13\u5b58 Codex：4610 \u5143（\u65e0\u964d\u4ef7） DeepSeek V4-Pro：100\u00d70.025 + 30\u00d76 = 182.5 \u5143<\/p>\n

    \u4ef7\u683c\u5ba2\u89c2\u7ed3\u8bba<\/h4>\n
  • \u957f\u671f\u6279\u91cf VibeCoding\u3001\u6301\u7eed\u8fed\u4ee3\u9879\u76ee\u573a\u666f，DeepSeek \u6210\u672c\u5dee\u8ddd\u662f\u6570\u91cf\u7ea7\u4f18\u52bf；<\/li>\n
  • Codex \u8ba2\u9605\u6a21\u5f0f（ChatGPT Pro）\u9002\u5408\u5c11\u91cf\u96f6\u6563\u5f00\u53d1，\u91cd\u5ea6\u81ea\u52a8\u5316\u8c03\u7528\u6210\u672c\u6781\u9ad8；<\/li>\n
  • \u56fd\u5185\u5f00\u53d1\u8005\u989d\u5916\u6ce8\u610f：Codex \u9700\u8981\u6d77\u5916\u7f51\u7edc，\u5b58\u5728\u4ee3\u7406\u6d41\u91cf\u6210\u672c；DeepSeek \u56fd\u5185\u76f4\u8fde，\u65e0\u989d\u5916\u7f51\u7edc\u5f00\u9500\u3002<\/li>\n

    \u4e09\u3001\u541e\u5410\u91cf\u3001\u5ef6\u8fdf\u3001\u5e76\u53d1\u5de5\u7a0b\u5b9e\u6d4b\u6307\u6807<\/h3>\n

    \u8868\u683c<\/p>\n\n\u6307\u6807OpenAI CodexDeepSeek V4-Pro<\/tr>\n\n\n\n\n\n\n\n
    \u9ed8\u8ba4\u5171\u4eab\u5e76\u53d1\u4e0a\u9650<\/td>\n200，\u4f01\u4e1a\u53ef\u7533\u8bf7\u6269\u5bb9<\/td>\n500 \u5e76\u53d1\u4e0a\u9650<\/td>\n<\/tr>\n
    TTFT \u9996\u5b57\u7b26\u5ef6\u8fdf（\u516c\u7f51）<\/td>\n\u6d77\u5916\u94fe\u8def 1.8~3.5s；\u56fd\u5185\u76f4\u8fde\u56f0\u96be<\/td>\n\u56fd\u5185\u5185\u5730\u8282\u70b9 900ms ~ 1.7s<\/td>\n<\/tr>\n
    Token \u751f\u6210\u901f\u5ea6<\/td>\n60～90 token\/s<\/td>\n75～110 token\/s<\/td>\n<\/tr>\n
    >200K \u8d85\u957f\u4e0a\u4e0b\u6587\u541e\u5410\u8870\u51cf<\/td>\n\u53ef\u63a7，\u5185\u7f6e\u4e0a\u4e0b\u6587\u81ea\u52a8\u538b\u7f29\u7b56\u7565<\/td>\n\u8870\u51cf\u5e45\u5ea6\u66f4\u4f4e，KV Cache \u4f18\u5316\u4f18\u79c0<\/td>\n<\/tr>\n
    \u8fde\u7eed\u6570\u5341\u8f6e ReAct Agent \u7a33\u5b9a\u6027<\/td>\n\u2605\u9876\u5c16，\u539f\u751f Agent \u5faa\u73af\u9632\u6f02\u79fb\u3001\u9632\u63d0\u524d\u7ec8\u6b62<\/td>\n\u4f18\u79c0，\u4f9d\u8d56\u4e0a\u5c42\u6846\u67b6\u505a\u597d\u4f1a\u8bdd\u7ba1\u7406<\/td>\n<\/tr>\n
    429 \u9650\u6d41\u6982\u7387<\/td>\n\u6d77\u5916\u9ad8\u5cf0\u5bb9\u6613\u89e6\u53d1\u914d\u989d\u9650\u5236<\/td>\n\u56fd\u5185\u8282\u70b9\u5f39\u6027\u6269\u5bb9\u5145\u8db3，\u9650\u6d41\u66f4\u5c11<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

    \u5de5\u7a0b\u5173\u952e\u7ed3\u8bba Codex \u957f Agent \u4efb\u52a1\u903b\u8f91\u4e25\u8c28，\u4f46\u56fd\u5185\u7f51\u7edc\u5ef6\u8fdf\u662f\u786c\u4f24；DeepSeek \u5728\u56fd\u5185\u94fe\u8def\u62e5\u6709\u65f6\u5ef6\u3001\u5e76\u53d1\u3001\u541e\u5410\u4e09\u91cd\u4f18\u52bf，\u66f4\u9002\u5408\u56fd\u5185\u526f\u4e1a\u5f00\u53d1\u8005 VibeCoding \u65e5\u5e38\u5f00\u53d1\u3002<\/p>\n

    \u56db\u3001\u4ee3\u7801\u57fa\u51c6\u4e0e\u5b9e\u6218\u80fd\u529b\u5206\u9879\u5bf9\u6bd4<\/h3>\n

    \u661f\u7ea7\u6807\u51c6：\u2605\u2605\u2605\u2605\u2605\u9876\u5c16 \/ \u2605\u2605\u2605\u2605\u4f18\u79c0 \/ \u2605\u2605\u2605\u5747\u8861 \/ \u2605\u2605\u504f\u5f31<\/p>\n

    \u8868\u683c<\/p>\n\n\u80fd\u529b\u7ef4\u5ea6OpenAI CodexDeepSeek V4-Pro\u5ba2\u89c2\u7ed3\u8bba<\/tr>\n\n\n\n\n\n\n\n\n\n\n
    \u7b97\u6cd5\u7ade\u8d5b\u3001Codeforces\u3001\u6570\u7406\u4ee3\u7801<\/td>\n\u2605\u2605\u2605\u2605<\/td>\n\u2605\u2605\u2605\u2605\u2605<\/td>\nDeepSeek \u7b97\u6cd5\u3001\u7ade\u8d5b\u5237\u9898\u4f18\u52bf\u660e\u663e，LiveCodeBench \u8dd1\u5206\u9886\u5148<\/td>\n<\/tr>\n
    \u4e2d\u5c0f\u578b\u524d\u7aef\u3001uniapp\u3001HTML Demo \u6279\u91cf\u751f\u6210（VibeCoding \u526f\u4e1a）<\/td>\n\u2605\u2605\u2605\u2605<\/td>\n\u2605\u2605\u2605\u2605\u2605<\/td>\n\u6279\u91cf\u4ea7\u51fa\u5de5\u5177\u7ad9\u3001\u5c0f\u7a0b\u5e8f\u4f18\u5148 DeepSeek，\u6210\u672c\u66f4\u4f4e\u3001\u957f\u8f93\u51fa\u66f4\u5f3a<\/td>\n<\/tr>\n
    \u5927\u578b Monorepo \u5b58\u91cf\u9879\u76ee\u91cd\u6784\u3001\u5b8c\u6574\u5de5\u7a0b\u8fed\u4ee3\u95ed\u73af<\/td>\n\u2605\u2605\u2605\u2605\u2605<\/td>\n\u2605\u2605\u2605\u2605<\/td>\nCodex \u539f\u751f\u64c5\u957f\u5b8c\u6574\u8f6f\u4ef6\u751f\u547d\u5468\u671f：\u521d\u59cb\u5316\u9879\u76ee\u3001\u914d\u7f6e\u6587\u4ef6\u3001\u5355\u5143\u6d4b\u8bd5\u3001\u6301\u7eed\u8c03\u8bd5<\/td>\n<\/tr>\n
    \u767e\u4e07\u7ea7\u5b8c\u6574\u4ee3\u7801\u5e93\u4e00\u6b21\u6027\u901a\u8bfb\u5206\u6790<\/td>\n\u2605\u2605\u2605\u2605<\/td>\n\u2605\u2605\u2605\u2605<\/td>\n\u6301\u5e73；DeepSeek \u6700\u5927 384K \u5355\u6b21\u8f93\u51fa\u9002\u5408\u8d85\u957f\u6587\u6863\u5bfc\u51fa<\/td>\n<\/tr>\n
    \u7aef\u5230\u7aef Agent：\u81ea\u52a8\u6267\u884c\u7ec8\u7aef\u3001Git \u64cd\u4f5c\u3001\u81ea\u52a8\u4fee\u590d\u7f16\u8bd1\u62a5\u9519<\/td>\n\u2605\u2605\u2605\u2605\u2605<\/td>\n\u2605\u2605\u2605\u2605<\/td>\nCodex CLI \u539f\u751f\u6253\u901a\u6587\u4ef6\u7cfb\u7edf\u4e0e\u7ec8\u7aef，\u95ed\u73af\u6210\u529f\u7387\u66f4\u9ad8<\/td>\n<\/tr>\n
    \u4e2d\u6587\u6280\u672f\u6808\u3001\u56fd\u5185\u6846\u67b6（uni-app\u3001Midway\u3001NestJS \u56fd\u5185\u751f\u6001）<\/td>\n\u2605\u2605\u2605\u2605<\/td>\n\u2605\u2605\u2605\u2605\u2605<\/td>\nDeepSeek \u5bf9\u56fd\u5185\u5f00\u6e90\u6846\u67b6\u3001\u4e2d\u6587\u6ce8\u91ca\u9002\u914d\u66f4\u597d<\/td>\n<\/tr>\n
    FIM \u5b9e\u65f6 IDE \u4ee3\u7801\u8865\u5168<\/td>\n\u2605\u2605\u2605\u2605\u2605<\/td>\n\u2605\u2605\u2605\u2605<\/td>\nCodex \u539f\u751f\u9488\u5bf9\u884c\u5185\u8865\u5168\u6df1\u5ea6\u8bad\u7ec3<\/td>\n<\/tr>\n
    \u7ed3\u6784\u5316 JSON\u3001\u63a5\u53e3 Schema\u3001\u5f3a\u7ea6\u675f\u8f93\u51fa<\/td>\n\u2605\u2605\u2605\u2605<\/td>\n\u2605\u2605\u2605\u2605<\/td>\n\u4e24\u8005\u8868\u73b0\u63a5\u8fd1<\/td>\n<\/tr>\n
    \u56fe\u6587\u4efb\u52a1：UI \u622a\u56fe\u3001\u67b6\u6784\u56fe\u8f6c\u9875\u9762<\/td>\n\u2605\u2605\u2605\u2605\u2605<\/td>\n\u2605\u2605\u2606<\/td>\nCodex \u539f\u751f\u591a\u6a21\u6001；DeepSeek \u5fc5\u987b\u989d\u5916\u4e32\u8054 VL \u6a21\u578b，\u5de5\u4f5c\u6d41\u5272\u88c2<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

    \u4e8c\u8005\u6838\u5fc3\u77ed\u677f\u68b3\u7406<\/h4>\n

    OpenAI Codex \u77ed\u677f<\/h5>\n
  • \u4ef7\u683c\u6602\u8d35，\u5927\u89c4\u6a21\u81ea\u52a8\u5316\u8c03\u7528\u8d26\u5355\u538b\u529b\u5de8\u5927；<\/li>\n
  • \u56fd\u5185\u65e0\u6cd5\u76f4\u8fde，\u5fc5\u987b\u7a33\u5b9a\u6d77\u5916\u4ee3\u7406，\u7f51\u7edc\u6ce2\u52a8\u4e25\u91cd\u5f71\u54cd\u5f00\u53d1\u4f53\u9a8c；<\/li>\n
  • \u95ed\u6e90，\u65e0\u6cd5\u672c\u5730\u79c1\u6709\u5316\u90e8\u7f72；<\/li>\n
  • \u5355\u6b21\u6700\u5927\u8f93\u51fa\u4ec5 128K，\u8d85\u957f\u62a5\u544a\u3001\u5b8c\u6574\u6e90\u7801\u5bfc\u51fa\u5bb9\u6613\u88ab\u622a\u65ad\u3002<\/li>\n
    DeepSeek V4-Pro \u77ed\u677f<\/h5>\n
  • \u65e0\u53ef\u8c03\u63a8\u7406\u6863\u4f4d，\u7b80\u5355\u811a\u672c\u4efb\u52a1\u540c\u6837\u542f\u7528\u5b8c\u6574\u6df1\u5ea6\u601d\u8003，\u6d6a\u8d39 Token；<\/li>\n
  • \u65e0\u539f\u751f\u591a\u6a21\u6001，\u770b\u56fe\u5f00\u53d1\u5fc5\u987b\u989d\u5916\u8c03\u7528\u89c6\u89c9\u6a21\u578b；<\/li>\n
  • \u6ca1\u6709\u5185\u7f6e Agent \u8fd0\u884c\u6846\u67b6，\u590d\u6742\u6301\u7eed\u667a\u80fd\u4f53\u9700\u8981\u81ea\u5df1\u7ba1\u7406\u4f1a\u8bdd\u4e0e\u5faa\u73af；<\/li>\n
  • \u6d77\u5916\u751f\u6001\u6587\u6863\u3001\u82f1\u6587\u5927\u578b\u5f00\u6e90\u9879\u76ee\u6df1\u5ea6\u7565\u5f31\u4e8e Codex\u3002<\/li>\n

    \u4e94\u3001VibeCoding & Agent \u843d\u5730\u573a\u666f\u7cbe\u51c6\u9009\u578b<\/h3>\n

    \u573a\u666f 1：\u56fd\u5185\u526f\u4e1a\u5f00\u53d1\u3001\u6279\u91cf\u5236\u4f5c\u5c0f\u7a0b\u5e8f\u3001HTML \u5de5\u5177\u7ad9\u3001Trae IDE \u4e3b\u529b\u5f00\u53d1<\/h4>\n

    \u2705\u9996\u9009：DeepSeek V4-Pro \u7406\u7531：\u56fd\u5185\u76f4\u8fde\u3001\u6210\u672c\u6781\u4f4e\u3001\u652f\u6301\u8d85\u957f\u8f93\u51fa，\u5b8c\u7f8e\u9002\u914d\u4e2a\u4eba\u5f00\u53d1\u8005\u6279\u91cf\u4ea7\u51fa Demo \u4e0e\u5de5\u5177\u4ea7\u54c1\u3002<\/p>\n

    \u573a\u666f 2：\u6d77\u5916\u9879\u76ee\u3001\u5927\u578b\u5f00\u6e90\u4ed3\u5e93\u91cd\u6784\u3001\u9700\u8981\u5b8c\u6574\u7aef\u5230\u7aef Agent \u81ea\u52a8\u8c03\u8bd5\u3001\u4f7f\u7528 Codex CLI \/ Aider \u91cd\u5ea6\u5f00\u53d1<\/h4>\n

    \u2705\u9996\u9009：OpenAI Codex \u7406\u7531：\u539f\u751f\u5de5\u7a0b\u5316 Agent \u95ed\u73af\u66f4\u5f3a，\u5b8c\u6574\u9879\u76ee\u4e00\u6b21\u4ea4\u4ed8\u7387\u66f4\u9ad8\u3002<\/p>\n

    \u573a\u666f 3：\u7ecf\u5e38\u4f7f\u7528 UI \u622a\u56fe\u3001Figma \u8bbe\u8ba1\u7a3f\u76f4\u63a5\u751f\u6210\u9875\u9762<\/h4>\n

    \u2705\u9996\u9009：OpenAI Codex \u7406\u7531：\u539f\u751f\u56fe\u6587\u4e00\u4f53；\u4f7f\u7528 DeepSeek \u5219\u5fc5\u987b\u642d\u5efa\u300cKimi \/ \u72ec\u7acb VL + V4-Pro\u300d\u4e32\u8054\u94fe\u8def\u3002<\/p>\n

    \u573a\u666f 4：\u5185\u7f51\u6d89\u5bc6\u5f00\u53d1\u3001\u6570\u636e\u4e0d\u5141\u8bb8\u5916\u4f20，\u5e0c\u671b\u672c\u5730\u79c1\u6709\u5316\u90e8\u7f72\u4ee3\u7801\u6a21\u578b<\/h4>\n

    \u2705\u9996\u9009：DeepSeek V4-Pro \u7406\u7531：\u5f00\u653e\u6743\u91cd，\u53ef\u4ee5\u672c\u5730\u57fa\u4e8e Ollama+Continue \u642d\u5efa\u79bb\u7ebf VibeCoding \u73af\u5883；Codex \u65e0\u4efb\u4f55\u672c\u5730\u65b9\u6848\u3002<\/p>\n

    \u573a\u666f 5：\u7b97\u6cd5\u5237\u9898\u3001\u7ade\u8d5b\u4ee3\u7801\u3001\u6570\u636e\u7ed3\u6784\u4e0e\u6570\u7406\u811a\u672c\u5f00\u53d1<\/h4>\n

    \u2705\u9996\u9009：DeepSeek V4-Pro<\/p>\n

    \u573a\u666f 6：\u642d\u5efa\u901a\u7528\u4ee3\u7801 SaaS \u670d\u52a1\u3001\u5bf9\u5916\u63d0\u4f9b\u4ee3\u7801\u751f\u6210 API，\u6210\u672c\u654f\u611f<\/h4>\n

    \u2705\u9996\u9009：DeepSeek V4-Pro<\/p>\n

    \u6df7\u5408\u642d\u914d\u6210\u719f\u7b56\u7565（\u5f88\u591a VibeCoding \u73a9\u5bb6\u5728\u7528）<\/h4>\n
  • \u7eaf\u4ee3\u7801\u751f\u6210\u3001\u9879\u76ee\u8fed\u4ee3\u3001\u811a\u672c\u6279\u91cf\u5904\u7406 \u2192 DeepSeek V4-Pro<\/li>\n
  • \u9700\u8981\u8bc6\u56fe\u5f00\u53d1\u3001\u5927\u578b\u6d77\u5916\u5f00\u6e90\u9879\u76ee\u6df1\u5ea6\u91cd\u6784 \u2192 Codex \u901a\u8fc7 IDE \u63d2\u4ef6\u8def\u7531\u5c42，\u6309\u7167\u4efb\u52a1\u7c7b\u578b\u81ea\u52a8\u5206\u53d1\u8bf7\u6c42，\u517c\u987e\u6210\u672c\u4e0e\u80fd\u529b\u4e0a\u9650\u3002<\/li>\n

    \u516d\u3001\u9ad8\u9891\u8bef\u533a\u6f84\u6e05<\/h3>\n

    \u274c\u8bef\u533a 1：\u8dd1\u5206\u8d8a\u9ad8，\u771f\u5b9e VibeCoding \u4f53\u9a8c\u8d8a\u597d \u2705\u4e8b\u5b9e：LiveCodeBench \u53ea\u662f\u5355\u9898\u7b97\u6cd5\u6d4b\u8bd5；\u5b8c\u6574\u9879\u76ee\u5de5\u7a0b\u5316\u3001\u4f9d\u8d56\u5904\u7406\u3001\u914d\u7f6e\u6587\u4ef6\u751f\u6210\u5c5e\u4e8e\u53e6\u4e00\u5957\u80fd\u529b，Codex \u5728\u5b8c\u6574\u8f6f\u4ef6\u5de5\u7a0b\u95ed\u73af\u5177\u5907\u4f18\u52bf\u3002<\/p>\n

    \u274c\u8bef\u533a 2：DeepSeek \u53ef\u4ee5\u5b8c\u5168\u5e73\u66ff Codex \u2705\u4e8b\u5b9e：\u7eaf\u6587\u672c\u4ee3\u7801\u4efb\u52a1\u9ad8\u5ea6\u63a5\u8fd1；\u6d89\u53ca\u539f\u751f\u591a\u6a21\u6001\u3001\u4e00\u4f53\u5316 Agent CLI\u3001\u6d77\u5916\u5927\u578b\u5f00\u6e90\u751f\u6001\u573a\u666f\u4ecd\u7136\u5b58\u5728\u5dee\u8ddd\u3002<\/p>\n

    \u274c\u8bef\u533a 3：Codex \u53ea\u662f\u4e00\u4e2a\u6a21\u578b \u2705\u4e8b\u5b9e：Codex \u662f\u300c\u6a21\u578b + Agent \u8fd0\u884c\u65f6 + \u6c99\u7bb1\u7ec8\u7aef\u80fd\u529b\u300d\u6574\u5957\u4ea7\u54c1，\u4e0d\u6b62\u5355\u7eaf\u63a8\u7406 API\u3002<\/p>\n

    \u274c\u8bef\u533a 4：DeepSeek \u7f13\u5b58\u7b49\u4e8e\u6c38\u4e45\u514d\u8d39 \u2705\u4e8b\u5b9e：\u7f13\u5b58\u547d\u4e2d 0.025 \u5143 \/ \u767e\u4e07 Token，\u53ea\u662f\u5927\u5e45\u964d\u4ef7，\u8d85\u9ad8\u6d41\u91cf\u573a\u666f\u4f9d\u65e7\u6301\u7eed\u8ba1\u8d39\u3002<\/p>\n

    \u274c\u8bef\u533a 5：\u7f51\u7edc\u80fd\u89e3\u51b3\u4e00\u5207 Codex \u56fd\u5185\u4f7f\u7528\u95ee\u9898 \u2705\u4e8b\u5b9e：\u9664\u5ef6\u8fdf\u5916，OpenAI \u5bf9\u6765\u81ea\u56fd\u5185\u4ee3\u7406\u7684\u6d41\u91cf\u98ce\u63a7\u4e25\u683c，\u5bb9\u6613\u51fa\u73b0\u9650\u6d41\u3001\u5c01\u53f7\u3001\u5bc6\u94a5\u5931\u6548\u3002<\/p>\n

    \u4e03\u3001\u5168\u6587\u603b\u7ed3<\/h3>\n

    OpenAI Codex \u4e0e DeepSeek V4-Pro \u4ee3\u8868\u4e24\u6761\u622a\u7136\u4e0d\u540c\u7684\u4ee3\u7801\u6a21\u578b\u8def\u7ebf： OpenAI Codex：\u95ed\u6e90\u4e00\u4f53\u5316\u4ee3\u7801\u667a\u80fd\u4f53\u5e73\u53f0\u3002\u4f18\u52bf\u5728\u4e8e\u539f\u751f\u7aef\u5230\u7aef\u8f6f\u4ef6\u5de5\u7a0b Agent\u3001\u539f\u751f\u591a\u6a21\u6001\u3001\u6d77\u5916\u5927\u578b\u9879\u76ee\u6df1\u5ea6\u9002\u914d；\u77ed\u677f\u662f\u4ef7\u683c\u9ad8\u6602\u3001\u56fd\u5185\u65e0\u6cd5\u76f4\u8fde\u3001\u4e0d\u80fd\u79c1\u6709\u5316\u90e8\u7f72\u3002\u9002\u5408\u62e5\u6709\u7a33\u5b9a\u6d77\u5916\u7f51\u7edc\u3001\u4e13\u6ce8\u5b8c\u6574\u5927\u578b\u9879\u76ee\u5f00\u53d1\u3001\u7ecf\u5e38\u770b\u56fe\u5199\u4ee3\u7801\u7684\u5f00\u53d1\u8005\u3002<\/p>\n

    DeepSeek V4-Pro：\u56fd\u4ea7\u9ad8\u6027\u80fd MoE \u4ee3\u7801\u57fa\u5ea7\u3002\u6838\u5fc3\u4f18\u52bf\u662f\u56fd\u5185\u76f4\u8fde\u3001\u6781\u5177\u7ade\u4e89\u529b\u7684\u5b9a\u4ef7\u3001\u767e\u4e07\u4e0a\u4e0b\u6587 + 384K \u8d85\u957f\u8f93\u51fa\u3001\u652f\u6301\u672c\u5730\u5f00\u6e90\u90e8\u7f72\u3001\u7b97\u6cd5\u4e0e\u4e2d\u6587\u9879\u76ee\u8868\u73b0\u5f3a\u52b2；\u77ed\u677f\u7f3a\u5c11\u539f\u751f\u591a\u6a21\u6001\u3001\u65e0\u5185\u7f6e Agent \u8fd0\u884c\u6846\u67b6\u3002\u662f\u56fd\u5185 VibeCoding \u526f\u4e1a\u5f00\u53d1\u8005\u3001\u6210\u672c\u654f\u611f\u56e2\u961f\u3001\u79bb\u7ebf\u79c1\u6709\u5316\u573a\u666f\u7684\u9996\u9009\u3002<\/p>\n

    \u6700\u7ec8\u9009\u578b\u7b2c\u4e00\u5224\u65ad\u6807\u51c6：<\/p>\n

  • \u662f\u5426\u5728\u56fd\u5185\u3001\u9884\u7b97\u6709\u9650\u3001\u4e3b\u8981\u5f00\u53d1\u56fd\u5185\u6280\u672f\u6808\u9879\u76ee \u2192 DeepSeek V4-Pro；<\/li>\n
  • \u662f\u5426\u62e5\u6709\u7a33\u5b9a\u6d77\u5916\u7f51\u7edc\u3001\u5927\u91cf\u770b\u56fe\u5f00\u53d1\u3001\u91cd\u5ea6\u5b8c\u6574\u9879\u76ee Agent \u81ea\u52a8\u5316 \u2192 OpenAI Codex\u3002<\/li>\n","protected":false},"excerpt":{"rendered":"

    \u5f53\u524d VibeCoding\u3001\u672c\u5730\u4ee3\u7801 Agent \u8d5b\u9053\u4e24\u5927\u70ed\u95e8\u9009\u62e9：OpenAI Codex（GPT-5.3-Codex）\u3001\u56fd\u4ea7 DeepSeek V4-Pro\u3002\u5927\u91cf\u72ec\u7acb\u5f00\u53d1\u8005\u3001\u526f\u4e1a\u7a0b\u5e8f\u5458\u3001IDE \u63d2\u4ef6\u5f00\u53d1\u8005\u957f\u671f\u7ea0\u7ed3\u9009\u578b： Codex \u4f5c\u4e3a\u95ed\u6e90\u4ee3\u7801\u667a\u80fd\u4f53\u6807\u6746，\u64c5\u957f\u7aef\u5230\u7aef\u5b8c\u6574\u9879\u76ee\u5de5\u7a0b\u5316；DeepSeek V4-Pro \u51ed\u501f\u6781\u9ad8\u6027\u4ef7\u6bd4\u3001\u767e\u4e07\u4e0a\u4e0b\u6587\u3001\u5f3a\u52b2\u7b97\u6cd5\u4ee3\u7801\u80fd\u529b\u5360\u9886\u56fd\u5185\u5f00\u53d1\u8005\u5e02\u573a\u3002\u7f51\u4e0a\u788e\u7247\u5316\u6d4b\u8bc4<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[9887,9888,5058,1646,2153],"topic":[],"class_list":["post-87374","post","type-post","status-publish","format-standard","hentry","category-server","tag-deepseek-v4-pro","tag-vibecoding-","tag-codex","tag-gpt","tag-openai"],"yoast_head":"\n2026 \u786c\u6838\u6a2a\u8bc4\uff5cOpenAI Codex (GPT-5.3-Codex) VS DeepSeek V4-Pro\uff1a\u4ee3\u7801\u6a21\u578b\u3001VibeCoding\u3001Agent \u5168\u7ef4\u5ea6\u7efc\u5408\u5bf9\u6bd4 - 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