{"id":12377,"date":"2026-02-25T19:15:51","date_gmt":"2026-02-25T08:15:51","guid":{"rendered":"https:\/\/geoffreychen.com\/2026\/02\/25\/2026-ai-%e7%bc%96%e7%a8%8b%e5%8a%a9%e6%89%8b%e5%b7%85%e5%b3%b0%e5%af%b9%e5%86%b3%ef%bc%9aclaude-vs-gpt-vs-gemini\/"},"modified":"2026-06-20T16:54:33","modified_gmt":"2026-06-20T06:54:33","slug":"2026-ai-coding-assistants-claude-vs-gpt-vs-gemini","status":"publish","type":"post","link":"https:\/\/geoffreychen.com\/zh\/2026-ai-coding-assistants-claude-vs-gpt-vs-gemini\/","title":{"rendered":"AI \u7f16\u7a0b\u52a9\u624b\u5dc5\u5cf0\u5bf9\u51b3"},"content":{"rendered":"
\"\"<\/figure>\n\n\n\n


\ud83c\udf10 \u884c\u4e1a\u6982\u89c8
\u5728 2026 \u5e74\uff0cAI \u7f16\u7a0b\u5de5\u5177\u5df2\u7ecf\u8fdb\u5316\u4e3a \u201c\u81ea\u4e3b\u5de5\u7a0b\u5e08 (Autonomous Engineers)\u201d\u3002\u6211\u4eec\u4e0d\u518d\u4ec5\u4ec5\u662f\u4e0e\u4e4b\u5bf9\u8bdd\uff0c\u800c\u662f\u5c06\u6574\u4e2a\u4ed3\u5e93\u7684\u63a7\u5236\u6743\u4ea4\u7ed9\u5b83\u4eec\u3002\u4eca\u5929\uff0c\u6211\u4eec\u5c06\u6df1\u5ea6\u62c6\u89e3\u5e02\u573a\u4e0a\u6700\u5f3a\u608d\u7684\u4e09\u6b3e\u4ea7\u54c1\uff1aClaude Code\u3001GPT-5.3-Codex \u4e0e Gemini Code Assist\u3002
\ud83d\udcca \u6838\u5fc3\u6027\u80fd\u6307\u6807\u901f\u89c8<\/p>\n\n\n\n

\u7279\u6027<\/th>Claude Code<\/th>GPT-5.3-Codex<\/th>Gemini Code Assist<\/th><\/tr><\/thead>
\u5e95\u5c42\u6a21\u578b<\/td>Claude 4.6 Sonnet<\/td>GPT-5.3-Codex<\/td>Gemini 3.1 Pro<\/td><\/tr>
\u4e0a\u4e0b\u6587\u7a97\u53e3<\/td>100\u4e07 Tokens<\/td>400k – 800k Tokens<\/td>200\u4e07+ Tokens<\/td><\/tr>
\u6740\u624b\u950f\u529f\u80fd<\/td>Agent Teams (\u591a\u667a\u80fd\u4f53\u534f\u4f5c)<\/td>Mid-task Steering (\u5b9e\u65f6\u5e72\u9884)<\/td>Multimodal (\u591a\u6a21\u6001\u7406\u89e3)<\/td><\/tr>
\u4ea4\u4e92\u5f62\u5f0f<\/td>\u7eaf CLI (\u547d\u4ee4\u884c)<\/td>CLI + \u7f51\u9875 + API<\/td>IDE \u63d2\u4ef6 (VS Code) + \u4e91\u7aef<\/td><\/tr>
\u6700\u4f73\u7528\u9014<\/td>\u67b6\u6784\u91cd\u6784\u3001\u81ea\u4e3b Bug \u4fee\u590d<\/td>\u9ad8\u6548\u8865\u5168\u3001\u81ea\u52a8\u5316\u811a\u672c<\/td>\u8d85\u5927\u578b\u9879\u76ee\u3001UI \u8f6c\u4ee3\u7801<\/td><\/tr>
\ud83d\udd0d \u6df1\u5ea6\u4ea7\u54c1\u5206\u6790<\/td><\/td><\/td><\/td><\/tr>
\ud83d\udee0\ufe0f Claude Code\uff1a\u903b\u8f91\u4e25\u5bc6\u7684\u201c\u6570\u5b57\u67b6\u6784\u5e08\u201d<\/td><\/td><\/td><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n
\n

\u201c\u4e0d\u4ec5\u662f\u5199\u4ee3\u7801\uff0c\u800c\u662f\u7406\u89e3\u5de5\u7a0b\u80cc\u540e\u7684\u54f2\u5b66\u3002\u201d<\/p>\n\n\n\n

    \n
  • \u81ea\u4e3b\u6027\uff1a \u5b83\u662f\u552f\u4e00\u4e00\u4e2a\u80fd\u81ea\u53d1\u542f\u52a8\u201c\u5b50\u52a9\u624b\u56e2\u961f\u201d\u7684\u5de5\u5177\u3002\u5982\u679c\u4f60\u8ba9\u5b83\u4fee\u590d\u4e00\u4e2a Bug\uff0c\u5b83\u4f1a\u5b89\u6392\u4e00\u4e2a\u667a\u80fd\u4f53\u8dd1\u6d4b\u8bd5\uff0c\u53e6\u4e00\u4e2a\u53bb\u67e5\u6587\u6863\u3002<\/li>\n\n\n\n
  • \u7f13\u5b58\u4f18\u52bf\uff1a \u521b\u65b0\u7684 Prompt Caching \u6280\u672f\uff0c\u8ba9\u9891\u7e41\u64cd\u4f5c\u5927\u578b\u9879\u76ee\u7684\u6210\u672c\u964d\u4f4e\u4e86 90%\u3002<\/li>\n\n\n\n
  • \u9002\u7528\u4eba\u7fa4\uff1a \u8ba8\u538c\u5199\u5355\u5143\u6d4b\u8bd5\u3001\u9700\u8981\u5904\u7406\u6df1\u5c42\u590d\u6742\u903b\u8f91\u7684\u8d44\u6df1\u5f00\u53d1\u8005\u3002
    \u26a1 GPT-5.3-Codex\uff1a\u6781\u81f4\u6027\u80fd\u7684\u201c\u9996\u5e2d\u6267\u884c\u5b98\u201d
    \u201c\u54cd\u5e94\u901f\u5ea6\u5feb\u5230\u8ba9\u4f60\u611f\u89c9\u662f\u5728\u4e0e\u672a\u6765\u7684\u81ea\u5df1\u5bf9\u8bdd\u3002\u201d<\/li>\n\n\n\n
  • \u6267\u884c\u529b\uff1a \u5728 Terminal-Bench 2.0 \u8bc4\u6d4b\u4e2d\uff0c\u5176\u5bf9\u7cfb\u7edf\u547d\u4ee4\u7684\u64cd\u4f5c\u51c6\u786e\u7387\u7a33\u5c45\u7b2c\u4e00\u3002<\/li>\n\n\n\n
  • \u7075\u6d3b\u6027\uff1a \u652f\u6301\u201c\u4e2d\u9014\u8f6c\u5411\u201d\u3002\u4f60\u53ef\u4ee5\u770b\u5b83\u5199\u4ee3\u7801\uff0c\u53d1\u73b0\u4e0d\u5bf9\u7acb\u523b\u6253\u65ad\uff0c\u5b83\u80fd\u79d2\u7ea7\u8c03\u6574\u601d\u8def\u3002<\/li>\n\n\n\n
  • \u9002\u7528\u4eba\u7fa4\uff1a \u8ffd\u6c42\u6781\u81f4\u901f\u5ea6\u3001\u9700\u8981\u9891\u7e41\u8fdb\u884c\u7cfb\u7edf\u8fd0\u7ef4\u6216\u81ea\u52a8\u5316\u90e8\u7f72\u7684\u5168\u6808\u5de5\u7a0b\u5e08\u3002
    \ud83c\udf0c Gemini Code Assist\uff1a\u65e0\u9650\u89c6\u91ce\u7684\u201c\u5168\u80fd\u7ba1\u5bb6\u201d
    \u201c\u7ed9\u5b83\u4e00\u5f20\u622a\u56fe\uff0c\u5b83\u80fd\u8fd8\u4f60\u6574\u4e2a\u524d\u7aef\u9875\u9762\u3002\u201d<\/li>\n\n\n\n
  • \u591a\u6a21\u6001\uff1a \u5b83\u662f\u552f\u4e00\u80fd\u201c\u770b\u201d\u61c2 UI \u8bbe\u8ba1\u56fe\u3001\u89c6\u9891\u6f14\u793a\u548c\u67b6\u6784\u8349\u56fe\u7684\u52a9\u624b\u3002<\/li>\n\n\n\n
  • \u4e0a\u5e1d\u89c6\u89d2\uff1a \u62e5\u6709 200 \u4e07 Token \u7684\u8d85\u957f\u8bb0\u5fc6\uff0c\u8fd9\u610f\u5473\u7740\u5b83\u53ef\u4ee5\u540c\u65f6\u5206\u6790\u4f60\u7684\u524d\u7aef\u3001\u540e\u7aef\u3001\u6570\u636e\u5e93\u811a\u672c\u4ee5\u53ca 500 \u9875\u7684 API \u624b\u518c\u3002<\/li>\n\n\n\n
  • \u9002\u7528\u4eba\u7fa4\uff1a \u8c37\u6b4c\u751f\u6001\u7528\u6237\u3001\u5de8\u578b\u9057\u7559\u7cfb\u7edf\u7ef4\u62a4\u8005\u3001\u524d\u7aef\u5f00\u53d1\u4eba\u5458\u3002
    \ud83d\udcb0 \u8ba2\u9605\u4e0e\u6536\u8d39\u7b56\u7565 (\u9488\u5bf9\u5546\u4e1a\u6807\u51c6\u7248\u7528\u6237)
    \u5982\u679c\u60a8\u76ee\u524d\u6301\u6709 Google Workspace Business Standard \u8d26\u53f7\uff0c\u8bf7\u67e5\u9605\u4e0b\u8868\uff1a
    \u6ce8\u610f\uff1a 2026 \u5e74\u7684\u6536\u8d39\u5df2\u8d8b\u5411\u201c\u57fa\u7840\u529f\u80fd\u514d\u8d39 + \u6df1\u5ea6\u529f\u80fd\u8ba2\u9605\u201d\u3002<\/li>\n\n\n\n
  • Gemini (Google): \u529e\u516c AI \u5df2\u514d\u8d39\u5305\u542b\u3002VS Code \u63d2\u4ef6\u57fa\u7840\u529f\u80fd\u514d\u8d39\uff1b\u6df1\u5ea6\u5f00\u53d1\u6743\u9650\u9700\u8ba2\u9605 Developer Premium ($299\/\u5e74)\u3002<\/li>\n\n\n\n
  • Claude Code: \u8ba2\u9605 Pro ($20\/\u6708) \u53ef\u7528\uff1b\u4f01\u4e1a\u7ea7 Agent \u534f\u4f5c\u9700\u8ba2\u9605 Team \u8ba1\u5212 ($150\/\u7528\u6237\/\u6708)\u3002<\/li>\n\n\n\n
  • GPT-5.3: \u4e2a\u4eba\u7248 $20\/\u6708\uff1b\u5f00\u53d1\u8005\u4e13\u4e1a\u7248 $200\/\u6708\uff08\u63d0\u4f9b\u4e13\u5c5e\u9ad8\u4f18\u5148\u7ea7 GPU \u901a\u9053\uff09\u3002
    \ud83c\udfc1 \u6700\u7ec8\u5efa\u8bae<\/li>\n\n\n\n
  • \u5982\u679c\u4f60\u8ffd\u6c42\u4ee3\u7801\u8d28\u91cf\u4e0e\u903b\u8f91\u4e25\u5bc6\u6027\uff1a \u8bf7\u9009\u62e9 Claude Code\u3002<\/li>\n\n\n\n
  • \u5982\u679c\u4f60\u8ffd\u6c42\u5f00\u53d1\u6548\u7387\u4e0e\u7cfb\u7edf\u7ea7\u63a7\u5236\uff1a \u8bf7\u9009\u62e9 GPT-5.3-Codex\u3002<\/li>\n\n\n\n
  • \u5982\u679c\u4f60\u9700\u8981\u5904\u7406\u8d85\u5927\u578b\u9879\u76ee\u6216 UI \u89c6\u89c9\u4efb\u52a1\uff1a \u7acb\u5373\u5b89\u88c5 Gemini Code Assist\u3002<\/li>\n<\/ul>\n<\/blockquote>","protected":false},"excerpt":{"rendered":"

    AI programming tools evolve into Autonomous Engineers, enhancing coding efficiency.<\/p>","protected":false},"author":17897162,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"image","meta":{"_coblocks_attr":"","_coblocks_dimensions":"","_coblocks_responsive_height":"","_coblocks_accordion_ie_support":"","_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_geoff_meta_description_en":"","_geoff_meta_description_zh":"","_wpcom_ai_launchpad_first_post":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"2026 AI \u7f16\u7a0b\u52a9\u624b\u5dc5\u5cf0\u5bf9\u51b3\uff1aClaude vs. GPT vs. Gemini","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"jetpack_post_was_ever_published":false},"categories":[783694611],"tags":[],"class_list":["post-12377","post","type-post","status-publish","format-image","hentry","category-philosophy-notes","post_format-post-format-image","","has-post-thumbnail","fallback-thumbnail"],"translatepress_titles":{"en_AU":"2026 Claude vs. GPT vs. Gemini","zh_CN":"AI \u7f16\u7a0b\u52a9\u624b\u5dc5\u5cf0\u5bf9\u51b3"},"jetpack_publicize_connections":[],"jetpack_likes_enabled":false,"jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/p1ar9H-3dD","jetpack_featured_media_url":"","_links":{"self":[{"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/posts\/12377","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/users\/17897162"}],"replies":[{"embeddable":true,"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/comments?post=12377"}],"version-history":[{"count":2,"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/posts\/12377\/revisions"}],"predecessor-version":[{"id":12508,"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/posts\/12377\/revisions\/12508"}],"wp:attachment":[{"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/media?parent=12377"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/categories?post=12377"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/tags?post=12377"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}