{"id":1475,"date":"2026-04-27T03:26:55","date_gmt":"2026-04-27T11:26:55","guid":{"rendered":"https:\/\/51ai.website\/?p=1475"},"modified":"2026-04-29T22:17:54","modified_gmt":"2026-04-30T06:17:54","slug":"gpt5-vs-deepseek-v4","status":"publish","type":"post","link":"https:\/\/51ai.website\/en\/blog\/gpt5-vs-deepseek-v4\/","title":{"rendered":"GPT5.5 \u548c DeepSeek V4\uff0c\u54ea\u4e2a\u66f4\u597d\uff1f"},"content":{"rendered":"

2026\u5e744\u670824\u65e5\uff0c\u5168\u7403AI\u5708\u51e0\u4e4e\u88ab\u4e00\u4ef6\u4e8b\u5237\u5c4f\u4e86\u2014\u2014OpenAI\u548cDeepSeek\u5728\u540c\u4e00\u5929\u53d1\u5e03\u4e86\u5404\u81ea\u7684\u65d7\u8230\u6a21\u578b\u3002<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

\u8fd9\u4e0d\u662f\u7b80\u5355\u7684\u7248\u672c\u8fed\u4ee3\uff0c\u800c\u662f\u4e24\u79cd\u622a\u7136\u4e0d\u540c\u7684\u8def\u7ebf\u4e4b\u4e89\uff1a\u4e00\u4e2a\u5411\u4e0a\u5806\u7b97\u529b\u3001\u4e00\u4e2a\u5411\u4e0b\u538b\u6210\u672c\uff0c\u5728\u901a\u5f80AGI\u7684\u9053\u8def\u4e0a\u5404\u8d70\u5404\u7684\u8def\uff0c\u4e5f\u5bf9\u5f00\u53d1\u8005\u53d1\u51fa\u4e86\u5b8c\u5168\u4e0d\u540c\u7684\u4fe1\u53f7\u3002<\/p>\n\n\n\n

\u4eca\u5929\u8fd9\u7bc7\u6587\u7ae0\u4e13\u95e8\u8ddf\u5927\u5bb6\u4e00\u8d77\u804a\u804a\u8fd9\u4e2a\u8bdd\u9898\uff0c\u5e0c\u671b\u5bf9\u4f60\u4f1a\u6709\u6240\u5e2e\u52a9\u3002<\/p>\n\n\n\n

\u4e00\u3001\u5411\u4e0b\u538b\u6210\u672c vs \u5411\u4e0a\u5806\u7b97\u529b<\/strong><\/h2>\n\n\n\n

\u8bc4\u4f30\u4e00\u6b3e\u5927\u6a21\u578b\uff0c\u6211\u7b2c\u4e00\u4e2a\u8981\u770b\u7684\u5c31\u662f\u5b83\u7684\u67b6\u6784\u8bbe\u8ba1<\/strong>\uff0c\u8fd9\u76f4\u63a5\u51b3\u5b9a\u4e86\u5b83\u5728\u771f\u5b9e\u8d1f\u8f7d\u4e0b\u7684\u8868\u73b0\u3002<\/p>\n\n\n\n

DeepSeek V4\uff1a\u7ed3\u6784\u6027\u7684\u6210\u672c\u9769\u547d<\/strong><\/h3>\n\n\n\n

DeepSeek V4\u7684\u6838\u5fc3\u7a81\u7834\u5728\u4e8e\u89e3\u51b3\u4e86\u8d85\u957f\u4e0a\u4e0b\u6587\u5927\u6a21\u578b\u5728\u63a8\u7406\u9636\u6bb5\u7684\u6548\u7387\u74f6\u9888\u3002<\/p>\n\n\n\n

\u5176CSA<\/strong>\u4e0eHCA\u6df7\u5408\u6ce8\u610f\u529b\u67b6\u6784<\/strong>\uff0c\u672c\u8d28\u4e0a\u662f\u4e00\u6b21\u5bf9Transformer\u8ba1\u7b97\u6a21\u5f0f\u7684\u5e95\u5c42\u91cd\u6784\u3002<\/p>\n\n\n\n

\u4f20\u7edfTransformer\u4e2d\uff0c\u6ce8\u610f\u529b\u673a\u5236\u7684\u8ba1\u7b97\u91cf\u968f\u5e8f\u5217\u957f\u5ea6\u5448\u5e73\u65b9\u7ea7\u589e\u957f<\/strong>\u2014\u2014\u5e8f\u5217\u7ffb\u500d\uff0c\u7b97\u529b\u53d8\u56db\u500d\uff0c\u8fd9\u662f\u51b3\u5b9a\u6027\u7684\u74f6\u9888\u3002<\/p>\n\n\n\n

DeepSeek\u7684\u6df7\u5408\u6ce8\u610f\u529b\u67b6\u6784\u4ece\u6839\u672c\u4e0a\u7834\u89e3\u4e86\u8fd9\u4e00\u96be\u9898\uff1a<\/p>\n\n\n\n

    \n
  • CSA\u538b\u7f29\u7a00\u758f\u6ce8\u610f\u529b<\/strong>\u89e3\u51b3\u7684\u662f\u201c\u7b97\u4ec0\u4e48\u201d\u3002\u5b83\u7528\u8f7b\u91cf\u7ea7\u7d22\u5f15\u5668\u5148\u5bf9\u6240\u6709token\u5bf9\u505a\u7c97\u7b5b\uff0c\u5feb\u901f\u4f30\u7b97\u76f8\u5173\u6027\u6392\u5e8f\uff0c\u518d\u7cbe\u9009\u51fa\u9700\u8981\u5b8c\u6574\u8ba1\u7b97\u7684token\u96c6\u5408\u3002\u5173\u952e\u5728\u4e8e\u2014\u2014\u8fd9\u5957\u7a00\u758f\u7ed3\u6784\u662f\u53ef\u8bad\u7ec3\u7684<\/strong>\uff0c\u6a21\u578b\u4f1a\u81ea\u5df1\u5b66\u51fa\u54ea\u91cc\u9700\u8981\u9ad8\u5bc6\u5ea6\u6ce8\u610f\u529b\uff0c\u54ea\u91cc\u53ef\u4ee5\u7a00\u758f\u3002<\/li>\n\n\n\n
  • HCA\u91cd\u5ea6\u538b\u7f29\u6ce8\u610f\u529b<\/strong>\u89e3\u51b3\u7684\u662f\u201c\u5b58\u4ec0\u4e48\u201d\u3002\u5728DeepSeek V3\u65f6\u4ee3MLA\u7684\u57fa\u7840\u4e0a\u7ee7\u7eed\u63a8\u8fdb\uff0c\u5c06KV\u5411\u91cf\u6620\u5c04\u5230\u4f4e\u7ef4\u6f5c\u7a7a\u95f4\uff0c\u63a8\u7406\u65f6\u89e3\u538b\u3002\u53e0\u4e0aFP4+FP8\u6df7\u5408\u7cbe\u5ea6\uff0cKV\u7f13\u5b58\u7684\u663e\u5b58\u5360\u7528\u518d\u780d\u4e00\u534a\u3002<\/li>\n<\/ul>\n\n\n\n

    \u8fd9\u5957\u67b6\u6784\u7684\u6210\u6548\u53ef\u4ee5\u7528\u4e24\u4e2a\u5173\u952e\u6570\u5b57\u8861\u91cf\uff1a\u5728\u767e\u4e07token\u4e0a\u4e0b\u6587\u8bbe\u5b9a\u4e0b\uff0cV4-Pro\u7684\u5355token\u63a8\u7406\u6d6e\u70b9\u8fd0\u7b97\u6b21\u6570\u4ec5\u4e3a\u524d\u4ee3V3.2\u768427%<\/code>\uff0cKV Cache\u5185\u5b58\u5360\u7528\u66f4\u964d\u81f310%<\/code>The<\/p>\n\n\n\n

    \u6362\u7b97\u8fc7\u6765\uff0c\u540c\u7b49\u7b97\u529b\u4e0b\u80fd\u670d\u52a1\u7684\u957f\u4e0a\u4e0b\u6587\u5e76\u53d1\u91cf\u5927\u7ea6\u662f\u539f\u6765\u76843\u52304\u500d<\/strong>The<\/p>\n\n\n\n

    \u6b64\u5916\u8fd8\u6709mHC\u6d41\u5f62\u7ea6\u675f\u8d85\u8fde\u63a5\u66ff\u4ee3\u4f20\u7edf\u6b8b\u5dee\u8fde\u63a5\u4ee5\u589e\u5f3a\u6df1\u5c42\u7f51\u7edc\u4fe1\u53f7\u4f20\u64ad\u7a33\u5b9a\u6027\uff0c\u4ee5\u53caMuon\u4f18\u5316\u5668<\/strong>\u66ff\u4ee3Adam\u7cfb\u5217\u3002<\/p>\n\n\n\n

    \u57fa\u4e8e\u77e9\u9635\u6b63\u4ea4\u5316\u66f4\u65b0\uff0c\u5728\u8d85\u5927\u89c4\u6a21\u8bad\u7ec3\u91cc\u6536\u655b\u66f4\u5feb\u66f4\u7a33\u5b9a\u2014\u2014Adam\u5728\u5927\u6a21\u578b\u8bad\u7ec3\u91cc\u51e0\u4e4e\u662f\u9ed8\u8ba4\u914d\u7f6e\u8fd1\u5341\u5e74\uff0cDeepSeek\u8fd9\u6b21\u628a\u5b83\u6362\u6389\u4e86\uff0c\u8fd9\u662f\u5de5\u7a0b\u4e0a\u7684\u91cd\u8981\u4fe1\u53f7\u3002<\/p>\n\n\n\n

    GPT-5.5\uff1a\u6781\u81f4\u6027\u80fd\u7684\u201c\u6548\u80fd\u4f18\u5316\u201d<\/strong><\/h3>\n\n\n\n

    OpenAI\u5728GPT-5.5\u4e0a\u5219\u5c55\u793a\u4e86\u53e6\u4e00\u79cd\u8def\u7ebf\u3002<\/p>\n\n\n\n

    \u5b83\u540c\u6837\u5b9e\u73b0\u4e86\u767e\u4e07\u7ea7token\u4e0a\u4e0b\u6587\u3002<\/p>\n\n\n\n

    \u5176\u6838\u5fc3\u80fd\u529b\u4e4b\u4e00\u662fToken\u6548\u7387\u7684\u7a81\u7834<\/strong>The<\/p>\n\n\n\n

    \u5b8c\u6210\u540c\u7b49\u4efb\u52a1\u4f7f\u7528\u7684Token\u6570\u91cf\u5927\u5e45\u51cf\u5c11\uff0c\u8fd9\u4e0e\u5176\u6df7\u5408\u4e13\u5bb6\u67b6\u6784\u548c\u7cbe\u7ec6\u5316\u7684\u6307\u4ee4\u9075\u5faa\u80fd\u529b\u76f4\u63a5\u76f8\u5173\u3002<\/p>\n\n\n\n

    \u5728SWE-bench Verified\u57fa\u51c6\u6d4b\u8bd5\u4e2d\uff0cGPT-4.1\u7cfb\u5217\u5b8c\u6210\u7387\u5373\u8fbe\u523054.6%<\/code>\uff0c\u8f83GPT-4o\u63d0\u534721.4\u4e2a\u767e\u5206\u70b9\u3002<\/p>\n\n\n\n

    \u5728Terminal-Bench 2.0\u4e0a\uff0cGPT-5.5\u8fbe\u5230\u4e8682.7%<\/code>\uff0c\u9886\u5148Opus 4.7\u5341\u4e09\u4e2a\u767e\u5206\u70b9\u4ee5\u4e0a\u3002<\/p>\n\n\n\n

    \u9700\u8981\u6307\u51fa\u7684\u662f\uff0cGPT-5.5\u76ee\u524d\u5c1a\u672a\u516c\u5f00\u8be6\u7ec6\u7684\u6280\u672f\u67b6\u6784\u7ec6\u8282\uff0c\u8fd9\u4e9b\u57fa\u51c6\u6d4b\u8bd5\u6570\u636e\u662f\u5916\u754c\u8bc4\u4f30\u5176\u80fd\u529b\u7684\u91cd\u8981\u53c2\u7167\u3002<\/p>\n\n\n\n

    \u8fd9\u4e00\u8f6e\u67b6\u6784\u5dee\u5f02\u7684\u672c\u8d28<\/strong>\uff1aDeepSeek V4\u9009\u62e9\u4e86\u4e00\u6761\u7ed3\u6784\u6027\u964d\u672c\u7684\u8def\u5f84\u2014\u2014\u4f60\u7b97\u529b\u5c11\u3001\u663e\u5b58\u5c0f\uff0c\u4e5f\u80fd\u7528\u3002<\/p>\n\n\n\n

    GPT-5.5\u9009\u62e9\u4e86\u4e00\u6761\u6548\u80fd\u9a71\u52a8\u7684\u8def\u5f84\u2014\u2014Token\u7528\u5f97\u66f4\u7701\uff0c\u590d\u6742\u4efb\u52a1\u6267\u884c\u5f97\u66f4\u51c6\u3002<\/p>\n\n\n\n

    \u4e8c\u3001\u63a8\u7406\u6210\u672c\uff1a\u5236\u7ea6\u4e1a\u52a1\u89c4\u6a21\u7684\u201c\u5929\u82b1\u677f\u201d<\/strong><\/h2>\n\n\n\n

    2026\u5e744\u670824\u65e5\uff0cOpenAI\u4e0eDeepSeek\u51e0\u4e4e\u540c\u65f6\u53d1\u5e03\u4e86\u5404\u81ea\u7684\u65b0\u6a21\u578b\uff0c\u4e24\u8005\u7684\u5b9a\u4ef7\u903b\u8f91\u5f62\u6210\u4e86\u9c9c\u660e\u5bf9\u6bd4\u3002<\/p>\n\n\n\n

    \u6a21\u578b\u7248\u672c<\/th>\u8f93\u5165\u4ef7\u683c\uff08\u6bcf\u767e\u4e07Token\uff09<\/th>\u6fc0\u6d3b\u53c2\u6570\u91cf<\/th>\u6838\u5fc3\u5b9a\u4f4d<\/th><\/tr><\/thead>
    GPT-5.5 Pro<\/strong><\/td>$30.00 \/ \u7ea6218\u5143<\/td>–<\/td>\u9762\u5411\u65e0\u9650\u5236\u3001\u6700\u9ad8\u5f3a\u5ea6\u7684\u9ad8\u7aef\u4f01\u4e1a\u7ea7\u4efb\u52a1<\/td><\/tr>
    GPT-5.5<\/strong><\/td>$5.00 \/ \u7ea636\u5143<\/td>–<\/td>\u9762\u5411\u4e00\u822c\u4f01\u4e1a\u7ea7\u7684\u65d7\u8230\u4efb\u52a1<\/td><\/tr>
    DeepSeek V4-Pro<\/strong><\/td>12\u5143<\/td>490\u4ebf<\/td>\u5bf9\u6807\u9876\u7ea7\u95ed\u6e90\u6a21\u578b\u7684\u65d7\u8230\uff0c\u9002\u5408\u6700\u590d\u6742\u4efb\u52a1<\/td><\/tr>
    DeepSeek V4-Flash<\/strong><\/td>1\u5143\uff08\u7f13\u5b58\u547d\u4e2d0.2\u5143\uff09<\/td>130\u4ebf<\/td>\u4e3b\u6253\u6781\u901f\u54cd\u5e94\u4e0e\u6781\u81f4\u6027\u4ef7\u6bd4<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

    \u8fd9\u4e0d\u4ec5\u662f\u4ef7\u683c\u7684\u5dee\u8ddd\uff0c\u66f4\u591a\u662f\u80cc\u540e\u6218\u7565\u7684\u5dee\u5f02\u3002<\/p>\n\n\n\n

    OpenAI\u7684\u9ad8\u5b9a\u4ef7\uff0c\u6784\u5efa\u7684\u662f\u4e00\u4e2a\u9ad8\u7aef\u667a\u80fd\u670d\u52a1<\/strong>\u7684\u62a4\u57ce\u6cb3\uff1b<\/p>\n\n\n\n

    DeepSeek\u7684\u4f4e\u5b9a\u4ef7\uff0c\u5219\u5728\u94fa\u8bbe\u4e00\u6761AI\u6c11\u4e3b\u5316<\/strong>\u7684\u9053\u8def\u3002<\/p>\n\n\n\n

    DeepSeek\u5728\u767e\u4e07token\u573a\u666f\u4e0a\u7684\u6548\u7387\u4f18\u5316\u6781\u4e3a\u663e\u8457\u2014\u2014V4-Pro\u5355token\u63a8\u7406\u7b97\u529b\u4e3aV3.2\u768427%\uff0cKV\u7f13\u5b58\u4ec510%\uff1bV4-Flash\u5bf9\u5e94\u6307\u6807\u5206\u522b\u964d\u81f3**10%\u548c<\/strong>7%**\u3002<\/p>\n\n\n\n

    \u8fd9\u79cd\u6548\u7387\u63d0\u5347\u76f4\u63a5\u4f53\u73b0\u5728\u7ec8\u7aef\u4ef7\u683c\u4e0a\u3002<\/p>\n\n\n\n

    \u5bf9\u521d\u521b\u56e2\u961f\u548c\u4e2d\u5c0f\u578b\u4f01\u4e1a\u800c\u8a00\uff0cDeepSeek\u7684\u4ef7\u683c\u4f53\u7cfb\u65e0\u7591\u662f\u6781\u5927\u7684\u5229\u597d\u3002<\/p>\n\n\n\n

    \u4e09\u3001\u5f00\u6e90\u62a4\u57ce\u6cb3 vs \u5546\u4e1a\u751f\u6001\u5708<\/strong><\/h2>\n\n\n\n

    DeepSeek V4\uff1a\u6df1\u690d\u5f00\u6e90\u793e\u533a\uff0c\u6784\u5efa\u5f00\u53d1\u8005\u751f\u6001<\/strong><\/p>\n\n\n\n

      \n
    • \u5b8c\u5168\u5f00\u6e90<\/strong>\uff1a\u91c7\u7528MIT\u534f\u8bae\uff0c\u4e2a\u4eba\u548c\u4f01\u4e1a\u5747\u53ef\u514d\u8d39\u4e0b\u8f7d\u6743\u91cd\u5e76\u5546\u7528\uff0c\u663e\u8457\u964d\u4f4e\u4e86\u6280\u672f\u95e8\u69db\u3002<\/li>\n\n\n\n
    • Agent\u751f\u6001\u4f18\u5316<\/strong>\uff1a\u5b98\u65b9\u660e\u786e\u9488\u5bf9\u4e3b\u6d41AI\u4ee3\u7406\u5de5\u5177\u8fdb\u884c\u4e86\u4e13\u9879\u9002\u914d\u548c\u4f18\u5316\uff0c\u5bf9\u5f00\u53d1\u8005\u975e\u5e38\u53cb\u597d\u3002<\/li>\n<\/ul>\n\n\n\n

      GPT-5.5\uff1a\u5f3a\u529b\u6784\u5efa\u5546\u4e1a\u95ed\u73af<\/strong><\/p>\n\n\n\n

        \n
      • Codex\u751f\u6001<\/strong>\uff1a\u5b98\u65b9\u79f085%\u7684\u5185\u90e8\u5458\u5de5\u6bcf\u5468\u4f7f\u7528Codex\uff0c\u5176\u76ee\u6807\u662f\u5c06\u81ea\u8eab\u5efa\u8bbe\u4e3a\u8fde\u63a5\u7b2c\u4e09\u65b9\u5de5\u5177\u548cAgent\u7684\u6838\u5fc3\u67a2\u7ebd\u3002<\/li>\n\n\n\n
      • \u5168\u6808\u670d\u52a1\u80fd\u529b<\/strong>\uff1a\u7ed3\u5408\u4e91\u7aef\u6c99\u7bb1\u3001Codex Agent\u7b49\u591a\u91cd\u80fd\u529b\uff0c\u4e3a\u4f01\u4e1a\u63d0\u4f9b\u4e00\u7ad9\u5f0f\u89e3\u51b3\u65b9\u6848\u3002<\/li>\n<\/ul>\n\n\n\n

        \u4e24\u8005\u5404\u6709\u4fa7\u91cd\u3002<\/p>\n\n\n\n

        \u5982\u679c\u5e0c\u671b\u5b8c\u5168\u638c\u63a7\u6a21\u578b\u5e76\u5b9e\u73b0\u79c1\u6709\u5316\u90e8\u7f72\uff0cDeepSeek V4\u662f\u660e\u786e\u7684\u9009\u62e9\u3002<\/p>\n\n\n\n

        \u4f46\u5982\u679c\u8ffd\u6c42\u6781\u81f4\u7684\u6027\u80fd\u4e0a\u9650\u548c\u5b8c\u5907\u7684\u5b98\u65b9\u5de5\u5177\u94fe\uff0cGPT-5.5\u4f9d\u7136\u662f\u96be\u4ee5\u7ed5\u8fc7\u7684\u6807\u6746\u3002<\/p>\n\n\n\n

        \u56db\u3001\u603b\u7ed3<\/strong><\/h2>\n\n\n\n

        \u56de\u5230\u6700\u521d\u7684\u95ee\u9898\uff1aGPT-5.5\u548cDeepSeek V4\uff0c\u54ea\u4e2a\u66f4\u597d\uff1f<\/p>\n\n\n\n

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