{"id":12719,"date":"2026-02-13T21:38:16","date_gmt":"2026-02-13T13:38:16","guid":{"rendered":"https:\/\/ai-stack.ai\/?p=11739"},"modified":"2026-03-17T16:40:22","modified_gmt":"2026-03-17T08:40:22","slug":"claude-opus-4-6-vs-gpt-5-3-codex2026","status":"publish","type":"post","link":"https:\/\/ai-stack.ai\/zh-hant\/claude-opus-4-6-vs-gpt-5-3-codex2026","title":{"rendered":"Claude Opus 4.6 vs. GPT-5.3 Codex\uff1a2026 \u5e74 AI \u7a0b\u5f0f\u958b\u767c\u7684\u7d42\u6975\u5c0d\u6c7a\u8207\u9078\u64c7\u6307\u5357"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">2026 \u5e74 2 \u6708 5 \u65e5\uff0cAI \u7a0b\u5f0f\u958b\u767c\u9818\u57df\u8fce\u4f86\u53f2\u7121\u524d\u4f8b\u7684\u300c\u540c\u65e5\u5c0d\u6c7a\u300d\u2014\u2014Anthropic \u767c\u5e03<a href=\"https:\/\/www.anthropic.com\/news\/claude-opus-4-6\" target=\"_blank\" rel=\"noopener\"> Claude Opus 4.6<\/a> \u50c5\u50c5 18 \u5206\u9418\u5f8c\uff0cOpenAI \u96a8\u5373\u4ee5<a href=\"https:\/\/openai.com\/index\/introducing-gpt-5-3-codex\/\" target=\"_blank\" rel=\"noopener\"> GPT-5.3 Codex<\/a> \u5f37\u52e2\u53cd\u64ca\u3002\u9019\u5834\u9802\u5c16\u5c0d\u6c7a\u5df2\u4e0d\u518d\u53ea\u662f\u57fa\u6e96\u6e2c\u8a66\uff08Benchmark\uff09\u7684\u767e\u5206\u6bd4\u8f03\u91cf\uff0c\u800c\u662f\u6a19\u8a8c\u8457\u5169\u5927\u5de8\u982d\u5728\u300cAI \u5982\u4f55\u53c3\u8207\u8edf\u9ad4\u958b\u767c\u300d\u9019\u500b\u6838\u5fc3\u8b70\u984c\u4e0a\uff0c\u6b63\u5f0f\u8d70\u51fa\u4e86\u622a\u7136\u4e0d\u540c\u7684\u6280\u8853\u8def\u7dda\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5c0d\u65bc\u6b63\u5728\u4f7f\u7528 AI \u5de5\u5177\u4f86\u52a0\u901f\u958b\u767c\u5de5\u4f5c\u7684\u53f0\u7063\u958b\u767c\u8005\u8207\u5275\u696d\u8005\u4f86\u8aaa\uff0c\u7406\u89e3\u9019\u5169\u500b\u6a21\u578b\u7684\u5dee\u7570\u81f3\u95dc\u91cd\u8981\u3002\u672c\u6587\u5c07\u5f9e\u958b\u767c\u54f2\u5b78\u3001\u6548\u80fd\u6578\u64da\u3001\u5be6\u6230\u6e2c\u8a66\u5230\u9078\u8cfc\u5efa\u8b70\uff0c\u9032\u884c\u4e00\u6b21\u5b8c\u6574\u800c\u6df1\u5165\u7684\u5206\u6790\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u4f60\u9084\u4e0d\u719f\u6089 Claude \u7684\u4e0a\u4e00\u4ee3\u65d7\u8266\u6a21\u578b\uff0c\u5efa\u8b70\u5148\u95b1\u8b80\u6211\u5011\u7684<a href=\"https:\/\/ai-stack.ai\/zh-hant\/claude-opus-4-5\"> Claude Opus 4.5 \u6df1\u5ea6\u89e3\u6790<\/a>\u3002<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<span class=\"embed-youtube\" style=\"text-align:center; display: block;\"><iframe class=\"youtube-player\" width=\"1300\" height=\"732\" src=\"https:\/\/www.youtube.com\/embed\/gmSnQPzoYHA?version=3&#038;rel=1&#038;showsearch=0&#038;showinfo=1&#038;iv_load_policy=1&#038;fs=1&#038;hl=zh-TW&#038;autohide=2&#038;start=1&#038;wmode=transparent\" allowfullscreen=\"true\" style=\"border:0;\" sandbox=\"allow-scripts allow-same-origin allow-popups allow-presentation allow-popups-to-escape-sandbox\"><\/iframe><\/span>\n<\/div><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Video source: <a href=\"https:\/\/www.youtube.com\/watch?v=gmSnQPzoYHA&amp;t=1s\" target=\"_blank\" rel=\"noopener\">https:\/\/www.youtube.com\/watch?v=gmSnQPzoYHA&amp;t=1s<\/a>&nbsp;<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u4e00\u3001\u958b\u767c\u54f2\u5b78\u7684\u6839\u672c\u5206\u6b67\uff1a\u4e92\u52d5\u578b vs. \u81ea\u4e3b\u4ee3\u7406\u578b<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u6839\u64da<a href=\"https:\/\/news.ycombinator.com\/item?id=46902638\" target=\"_blank\" rel=\"noopener\"> Hacker News \u793e\u7fa4<\/a>\u7684\u6df1\u5ea6\u89c0\u5bdf\u8207<a href=\"https:\/\/every.to\/vibe-check\/codex-vs-opus\" target=\"_blank\" rel=\"noopener\"> Every.to \u7684\u5be6\u6e2c\u5831\u544a<\/a>\uff0c\u9019\u5169\u500b\u6a21\u578b\u7684\u6838\u5fc3\u5dee\u7570\u5728\u65bc\u300c\u4eba\u985e\u4ecb\u5165\u7a0b\u5ea6\u300d\u7684\u8a2d\u8a08\u7406\u5ff5\u3002\u9019\u4e0d\u53ea\u662f\u6280\u8853\u898f\u683c\u7684\u7af6\u722d\uff0c\u66f4\u662f\u5728\u5b9a\u7fa9\u672a\u4f86\u8edf\u9ad4\u5de5\u7a0b\u65b9\u6cd5\u8ad6\u7684\u8d70\u5411\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>GPT-5.3 Codex\uff1a\u4f60\u7684\u300c\u5275\u59cb\u5de5\u7a0b\u5e2b\u300d<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">GPT-5.3 Codex \u7684\u5b9a\u4f4d\u66f4\u50cf\u662f\u5718\u968a\u4e2d\u90a3\u4f4d\u901f\u5ea6\u6975\u5feb\u3001\u6562\u65bc\u52d5\u624b\u7684<strong>\u5275\u59cb\u5de5\u7a0b\u5e2b\uff08Founding Engineer\uff09<\/strong>\u3002\u5b83\u5f37\u8abf\u5373\u6642\u6e9d\u901a\u8207\u4e2d\u9014\u4ecb\u5165\u2014\u2014\u958b\u767c\u8005\u53ef\u4ee5\u5728\u6a21\u578b\u57f7\u884c\u7a0b\u5f0f\u78bc\u7684\u904e\u7a0b\u4e2d\u96a8\u6642\u558a\u505c\uff08Mid-execution Steering\uff09\uff0c\u5373\u6642\u4fee\u6b63\u65b9\u5411\u3002OpenAI \u751a\u81f3\u70ba\u6b64\u52a0\u5165\u4e86\u300c\u52d9\u5be6\u578b\uff08Pragmatic\uff09\u300d\u548c\u300c\u53cb\u5584\u578b\uff08Friendly\uff09\u300d\u5169\u7a2e\u4eba\u683c\u9078\u9805\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5176\u6838\u5fc3\u54f2\u5b78\u662f\uff1a<strong>\u5feb\u901f\u8fed\u4ee3\u3001\u983b\u7e41\u4ea4\u6d41\u3001\u5148\u505a\u518d\u8aaa\u3002<\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Claude Opus 4.6\uff1a\u4f60\u7684\u300c\u9996\u5e2d\u67b6\u69cb\u5e2b\u300d<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u76f8\u8f03\u4e4b\u4e0b\uff0cOpus 4.6 \u5c55\u73fe\u7684\u662f**\u8cc7\u6df1\u67b6\u69cb\u5e2b\uff08Staff Engineer\uff09**\u7684\u6c23\u8cea\u3002\u5b83\u50be\u5411\u65bc\u5148\u9032\u884c\u6df1\u5ea6\u898f\u5283\uff08Deep Planning\uff09\uff0c\u751a\u81f3\u80fd\u81ea\u4e3b\u5206\u914d\u591a\u500b<a href=\"https:\/\/ai-stack.ai\/zh-hant\/ai-agent-development\"> AI Agent \u5718\u968a<\/a>\u5354\u540c\u4f5c\u696d\u3002\u958b\u767c\u8005\u4e0d\u9700\u8981\u4e00\u76f4\u76ef\u8457\u5b83\u2014\u2014\u4ea4\u4ed8\u4efb\u52d9\u5f8c\uff0c\u5b83\u6703\u81ea\u5df1\u6df1\u5ea6\u601d\u8003\u3001\u62c6\u89e3\u5b50\u4efb\u52d9\u3001\u5e73\u884c\u57f7\u884c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5176\u6838\u5fc3\u54f2\u5b78\u662f\uff1a<strong>\u4ea4\u4ed8\u4efb\u52d9\u3001\u6df1\u5ea6\u601d\u8003\u3001\u6e1b\u5c11\u5e72\u9810\u3002<\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u5931\u6557\u6a21\u5f0f\u5206\u6790<\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>\u7279\u6027<\/strong><\/td><td><strong>Claude Opus 4.6<\/strong><\/td><td><strong>GPT-5.3 Codex<\/strong><\/td><\/tr><tr><td><strong>\u5931\u6557\u50be\u5411<\/strong><\/td><td>\u904e\u5ea6\u5206\u6790\uff1a\u9762\u5c0d\u6a21\u7cca\u9700\u6c42\u6642\u53ef\u80fd\u7336\u8c6b\u4e0d\u6c7a\uff0c\u9677\u5165\u904e\u9577\u7684\u601d\u8003\u93c8<\/td><td>\u904e\u5ea6\u81ea\u4fe1\uff1a\u53ef\u80fd\u904e\u65e9\u9396\u5b9a\u932f\u8aa4\u5047\u8a2d\uff0c\u4f46\u5728\u4eba\u70ba\u4ecb\u5165\u4e0b\u80fd\u5feb\u901f\u4fee\u6b63<\/td><\/tr><tr><td><strong>\u884c\u70ba\u7279\u5fb5<\/strong><\/td><td>\u5ef6\u9072\u57f7\u884c\u4ee5\u78ba\u4fdd\u67b6\u69cb\u6b63\u78ba<\/td><td>\u504f\u5411\u5148\u5beb\u518d\u8aaa\uff0c\u4f9d\u8cf4\u5feb\u901f\u56de\u994b\u8ff4\u5708<\/td><\/tr><tr><td><strong>\u6700\u4f73\u642d\u914d<\/strong><\/td><td>\u4fe1\u4efb AI \u81ea\u4e3b\u6c7a\u7b56\u7684\u958b\u767c\u8005<\/td><td>\u64c5\u9577\u7a0b\u5f0f\u78bc\u5be9\u67e5\u3001\u80fd\u5373\u6642\u4fee\u6b63\u65b9\u5411\u7684\u958b\u767c\u8005<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u5ef6\u4f38\u95b1\u8b80\uff1a\u4e86\u89e3\u66f4\u591a\u95dc\u65bc<a href=\"https:\/\/ai-stack.ai\/zh-hant\/ai-agent-development\"> AI Agent \u958b\u767c\u7684\u6700\u65b0\u8da8\u52e2<\/a>\u8207<a href=\"https:\/\/ai-stack.ai\/zh-hant\/mcp-ai-agents\"> MCP \u5354\u5b9a\u5982\u4f55\u9a45\u52d5 AI \u4ee3\u7406\u4eba<\/a>\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u4e8c\u3001Benchmark \u6548\u80fd\u5168\u9762\u6bd4\u8f03<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u6839\u64da<a href=\"https:\/\/www.anthropic.com\/news\/claude-opus-4-6\" target=\"_blank\" rel=\"noopener\"> Anthropic \u5b98\u65b9\u516c\u5e03\u7684\u6578\u64da<\/a>\u3001<a href=\"https:\/\/openai.com\/index\/gpt-5-3-codex-system-card\/\" target=\"_blank\" rel=\"noopener\">OpenAI \u7684\u7cfb\u7d71\u5361<\/a>\uff0c\u4ee5\u53ca<a href=\"https:\/\/www.datacamp.com\/blog\/gpt-5-3-codex\" target=\"_blank\" rel=\"noopener\"> DataCamp<\/a> \u8207<a href=\"https:\/\/www.digitalapplied.com\/blog\/claude-opus-4-6-vs-gpt-5-3-codex-comparison\" target=\"_blank\" rel=\"noopener\"> Digital Applied<\/a> \u7b49\u7b2c\u4e09\u65b9\u5206\u6790\uff0c\u4ee5\u4e0b\u662f\u5169\u5927\u6a21\u578b\u5728\u4e3b\u8981\u57fa\u6e96\u6e2c\u8a66\u4e0a\u7684\u8868\u73fe\uff1a<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u7a0b\u5f0f\u958b\u767c\u76f8\u95dc<\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>\u57fa\u6e96\u6e2c\u8a66<\/strong><\/td><td><strong>Claude Opus 4.6<\/strong><\/td><td><strong>GPT-5.3 Codex<\/strong><\/td><td><strong>\u52dd\u51fa<\/strong><\/td><\/tr><tr><td><strong>Terminal-Bench 2.0<\/strong>\uff08\u7d42\u7aef\u6a5f\u81ea\u4e3b\u7a0b\u5f0f\u958b\u767c\uff09<\/td><td>65.4%<\/td><td>77.3%<\/td><td>\ud83c\udfc6 Codex<\/td><\/tr><tr><td><strong>SWE-bench Verified<\/strong>\uff08\u771f\u5be6\u8edf\u9ad4\u5de5\u7a0b\u4efb\u52d9\uff09<\/td><td>80.8%<\/td><td>\u2014<\/td><td>\ud83c\udfc6 Opus<\/td><\/tr><tr><td><strong>SWE-bench Pro Public<\/strong><\/td><td>\u2014<\/td><td>78.2%<\/td><td>\uff08\u4e0d\u540c\u6e2c\u8a66\u96c6\uff0c\u7121\u6cd5\u76f4\u63a5\u6bd4\u8f03\uff09<\/td><\/tr><tr><td><strong>OSWorld<\/strong>\uff08\u4ee3\u7406\u578b\u96fb\u8166\u64cd\u4f5c\uff09<\/td><td>72.7%<\/td><td>\u2014<\/td><td>\ud83c\udfc6 Opus<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u63a8\u7406\u8207\u77e5\u8b58\u5de5\u4f5c<\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>\u57fa\u6e96\u6e2c\u8a66<\/strong><\/td><td><strong>Claude Opus 4.6<\/strong><\/td><td><strong>GPT-5.3 Codex<\/strong><\/td><td><strong>\u52dd\u51fa<\/strong><\/td><\/tr><tr><td><strong>GDPval-AA<\/strong>\uff08\u7d93\u6fdf\u50f9\u503c\u77e5\u8b58\u5de5\u4f5c\uff09<\/td><td>1,606 Elo<\/td><td>\u6301\u5e73 GPT-5.2<\/td><td>\ud83c\udfc6 Opus\uff08\u9818\u5148\u7d04 144 Elo\uff09<\/td><\/tr><tr><td><strong>Humanity&#8217;s Last Exam<\/strong>\uff08\u591a\u5b78\u79d1\u63a8\u7406\uff09<\/td><td>53.1%<\/td><td>\u2014<\/td><td>\ud83c\udfc6 Opus<\/td><\/tr><tr><td><strong>ARC AGI 2<\/strong>\uff08\u65b0\u578b\u554f\u984c\u89e3\u6c7a\u80fd\u529b\uff09<\/td><td>68.8%<\/td><td>\u2014<\/td><td>\ud83c\udfc6 Opus<\/td><\/tr><tr><td><strong>GPQA Diamond<\/strong>\uff08\u7814\u7a76\u6240\u7b49\u7d1a\u554f\u7b54\uff09<\/td><td>77.3%<\/td><td>\u2014<\/td><td>\ud83c\udfc6 Opus<\/td><\/tr><tr><td><strong>BigLaw Bench<\/strong>\uff08\u6cd5\u5f8b\u63a8\u7406\uff09<\/td><td>90.2%<\/td><td>\u2014<\/td><td>\ud83c\udfc6 Opus<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u8108\u7d61\u8996\u7a97\u8207\u8f38\u51fa\u80fd\u529b<\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>\u898f\u683c<\/strong><\/td><td><strong>Claude Opus 4.6<\/strong><\/td><td><strong>GPT-5.3 Codex<\/strong><\/td><\/tr><tr><td><strong>\u8108\u7d61\u8996\u7a97\uff08Context Window\uff09<\/strong><\/td><td><strong>100 \u842c tokens<\/strong>\uff08beta\uff09<\/td><td>\u7d04 40 \u842c tokens<\/td><\/tr><tr><td><strong>\u6700\u5927\u8f38\u51fa tokens<\/strong><\/td><td><strong>128K<\/strong><\/td><td>\u2014<\/td><\/tr><tr><td><strong>MRCR v2 \u9577\u8108\u7d61\u6aa2\u7d22<\/strong>\uff081M tokens\uff09<\/td><td><strong>76%<\/strong><\/td><td>\u2014<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u91cd\u9ede\u6458\u8981\uff1a<\/strong> Claude Opus 4.6 \u5728\u63a8\u7406\u6df1\u5ea6\u3001\u9577\u8108\u7d61\u7406\u89e3\u3001\u77e5\u8b58\u5de5\u4f5c\u7b49\u65b9\u9762\u5168\u9762\u9818\u5148\uff1bGPT-5.3 Codex \u5247\u5728\u7d14\u7d42\u7aef\u6a5f\u7a0b\u5f0f\u958b\u767c\u901f\u5ea6\u8207\u57f7\u884c\u6548\u7387\u4e0a\u4f54\u512a\u3002\u5169\u8005\u5728 SWE-bench \u4e0a\u4f7f\u7528\u4e0d\u540c\u7248\u672c\u7684\u6e2c\u8a66\u96c6\uff0c\u7121\u6cd5\u76f4\u63a5\u6bd4\u8f03\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u60f3\u4e86\u89e3\u53e6\u4e00\u4f4d\u7af6\u722d\u8005\u7684\u8868\u73fe\uff1f\u53ef\u4ee5\u53c3\u8003\u6211\u5011\u7684<a href=\"https:\/\/ai-stack.ai\/zh-hant\/gemini3\"> Gemini 3 \u6df1\u5ea6\u5206\u6790<\/a>\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u4e09\u3001\u6838\u5fc3\u529f\u80fd\u5dee\u7570\uff1aAgent Teams vs. \u4e2d\u9014\u4ecb\u5165<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Claude Opus 4.6 \u7684\u6bba\u624b\u9417\uff1aAgent Teams\uff08\u591a\u4ee3\u7406\u5718\u968a\uff09<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Opus 4.6 \u6700\u5177\u7a81\u7834\u6027\u7684\u529f\u80fd\u662f <strong>Agent Teams<\/strong>\u2014\u2014\u80fd\u5728<a href=\"https:\/\/docs.anthropic.com\/en\/docs\/claude-code\" target=\"_blank\" rel=\"noopener\"> Claude Code<\/a> \u4e2d\u540c\u6642\u555f\u52d5\u591a\u500b\u7368\u7acb\u7684 Claude \u4ee3\u7406\u4eba\uff0c\u5404\u81ea\u64c1\u6709\u7368\u7acb\u7684\u8108\u7d61\u8996\u7a97\uff0c\u5e73\u884c\u8655\u7406\u4e0d\u540c\u5b50\u4efb\u52d9\uff0c\u4e26\u7531\u4e00\u500b\u300c\u4e3b\u5c0e\u4ee3\u7406\u4eba\u300d\u7d71\u4e00\u5354\u8abf\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u5728\u5be6\u52d9\u4e0a\u610f\u5473\u8457\uff1a\u4e00\u500b\u4ee3\u7406\u4eba\u8ca0\u8cac\u5beb\u6e2c\u8a66\u3001\u53e6\u4e00\u500b\u8655\u7406 UI\u3001\u7b2c\u4e09\u500b\u6aa2\u67e5\u5b89\u5168\u6027\u2014\u2014\u5168\u90e8\u540c\u6642\u9032\u884c\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u555f\u7528 Agent Teams \u7684\u74b0\u5883\u8a2d\u5b9a<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u9996\u5148\uff0c\u78ba\u4fdd\u4f60\u7684 Claude Code \u7248\u672c\u70ba 2.1.32 \u4ee5\u4e0a\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"># \u66f4\u65b0 Claude Code<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">npm update<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"># \u6216<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">claude update<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u63a5\u8457\uff0c\u5728 ~\/.claude\/settings.json \u4e2d\u555f\u7528\u5be6\u9a57\u6027\u529f\u80fd\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">{<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&nbsp;&nbsp;&#8220;model&#8221;: &#8220;claude-opus-4-6&#8221;,<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&nbsp;&nbsp;&#8220;claude_code_experimental_agent_teams&#8221;: 1,<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&nbsp;&nbsp;&#8220;display_mode&#8221;: &#8220;split-panes&#8221;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">}<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>GPT-5.3 Codex \u7684\u6bba\u624b\u9417\uff1aMid-Turn Steering\uff08\u4e2d\u9014\u4ecb\u5165\uff09<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">GPT-5.3 Codex \u7684\u6700\u5927\u4eae\u9ede\u5728\u65bc<strong>\u5373\u6642\u4e92\u52d5\u80fd\u529b<\/strong>\u3002\u4f60\u53ef\u4ee5\u5728\u5b83\u57f7\u884c\u4efb\u52d9\u7684\u904e\u7a0b\u4e2d\uff0c\u96a8\u6642\u9001\u51fa\u65b0\u7684\u6307\u4ee4\u4f86\u4fee\u6b63\u65b9\u5411\uff0c\u800c\u4e0d\u6703\u5931\u53bb\u7576\u524d\u7684\u8108\u7d61\u3002\u9019\u8b93\u958b\u767c\u6d41\u7a0b\u66f4\u50cf\u662f\u8207\u771f\u4eba\u5de5\u7a0b\u5e2b\u7684\u5373\u6642\u5c0d\u8a71\uff0c\u800c\u975e\u7b49\u5f85\u6700\u7d42\u4ea4\u4ed8\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Codex \u4e5f\u5df2<a href=\"https:\/\/developers.openai.com\/codex\/changelog\/\" target=\"_blank\" rel=\"noopener\">\u539f\u751f\u6574\u5408\u81f3 Cursor \u548c VS Code<\/a>\uff0c\u958b\u767c\u8005\u53ef\u4ee5\u76f4\u63a5\u5728 IDE \u4e2d\u9078\u64c7 GPT-5.3-Codex \u6a21\u578b\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u56db\u3001100 \u842c vs. 40 \u842c\u2014\u2014\u8108\u7d61\u8996\u7a97\u7684\u67b6\u69cb\u5f71\u97ff<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u8108\u7d61\u8996\u7a97\u7684\u5927\u5c0f\u76f4\u63a5\u6c7a\u5b9a\u4e86 AI \u5c0d\u5927\u578b\u7a0b\u5f0f\u78bc\u5eab\u7684\u7406\u89e3\u4e0a\u9650\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Claude Opus 4.6\uff08100 \u842c Token \u539f\u751f\u5bb9\u91cf\uff09<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5177\u5099\u300c\u5168\u56de\u6eaf\u80fd\u529b\uff08Total Recall\uff09\u300d\u3002\u958b\u767c\u8005\u53ef\u4ee5\u5c07\u6574\u500b Repository \u8f09\u5165\uff0c\u6a21\u578b\u80fd\u5920\u5728\u7406\u89e3\u5168\u57df\u7a0b\u5f0f\u78bc\u76f8\u4f9d\u95dc\u4fc2\u5f8c\uff0c\u9032\u884c\u5177\u6709\u67b6\u69cb\u6df1\u5ea6\u7684\u91cd\u69cb\u3002\u6839\u64da<a href=\"https:\/\/www.rdworldonline.com\/claude-opus-4-6-targets-research-workflows-with-1m-token-context-window-improved-scientific-reasoning\/\" target=\"_blank\" rel=\"noopener\"> R&amp;D World \u7684\u5831\u5c0e<\/a>\uff0cOpus 4.6 \u5728 MRCR v2 \u9577\u8108\u7d61\u6aa2\u7d22\u6e2c\u8a66\u4e2d\u53d6\u5f97 76% \u7684\u6210\u7e3e\uff0c\u800c\u524d\u4ee3 Sonnet 4.5 \u50c5\u6709 18.5%\u2014\u2014\u9019\u662f\u8cea\u7684\u98db\u8e8d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u66f4\u91cd\u8981\u7684\u662f\uff0cAnthropic \u540c\u6b65\u63a8\u51fa\u4e86 <strong>Compaction API<\/strong>\uff08\u58d3\u7e2e API\uff09\uff0c\u80fd\u81ea\u52d5\u6458\u8981\u8f03\u820a\u7684\u5c0d\u8a71\u5167\u5bb9\uff0c\u8b93\u9577\u6642\u9593\u7684\u4ee3\u7406\u578b\u4efb\u52d9\u4e0d\u6703\u56e0\u70ba\u78b0\u5230\u8108\u7d61\u4e0a\u9650\u800c\u4e2d\u65b7\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>GPT-5.3 Codex\uff08\u7d04 40 \u842c Token\uff09<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u96d6\u7136 40 \u842c\u5c0d\u65bc\u591a\u6578\u4efb\u52d9\u5df2\u7d93\u8db3\u5920\uff0c\u4f46 OpenAI \u7684\u7b56\u7565\u662f\u300c\u6f38\u9032\u5f0f\u57f7\u884c\u300d\u2014\u2014\u8b93\u6a21\u578b\u66f4\u64c5\u9577\u5f9e\u5de5\u4f5c\u8a18\u61b6\u4e2d\u7be9\u9078\u6838\u5fc3\u91cd\u9ede\uff0c\u800c\u975e\u8a66\u5716\u8a18\u4f4f\u6574\u500b\u7a0b\u5f0f\u78bc\u5b87\u5b99\u3002\u642d\u914d\u5176\u66f4\u5feb\u7684\u63a8\u7406\u901f\u5ea6\uff08\u6bd4 GPT-5.2 \u5feb 25%\uff09\uff0c\u9019\u7a2e\u7b56\u7565\u5728\u5feb\u901f\u8fed\u4ee3\u5834\u666f\u4e2d\u53cd\u800c\u66f4\u6709\u6548\u7387\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5ef6\u4f38\u95b1\u8b80\uff1a\u5982\u679c\u4f60\u597d\u5947<a href=\"https:\/\/ai-stack.ai\/zh-hant\/openai-code-red\"> OpenAI \u7684\u7522\u54c1\u7b56\u7565\u6f14\u8b8a<\/a>\uff0c\u6211\u5011\u6709\u5c08\u6587\u5206\u6790\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u4e94\u3001API \u9032\u968e\u529f\u80fd\uff1aAdaptive Thinking\uff08\u9069\u61c9\u6027\u601d\u8003\uff09<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u91dd\u5c0d\u9ad8\u968e API \u958b\u767c\u8005\uff0cOpus 4.6 \u5f15\u5165\u4e86\u5168\u65b0\u7684 <strong>effort \u53c3\u6578<\/strong>\uff0c\u53d6\u4ee3\u4e86\u904e\u53bb\u4e8c\u5143\u7684\u300c\u958b\u555f\/\u95dc\u9589\u5ef6\u4f38\u601d\u8003\u300d\u9078\u9805\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>\u52aa\u529b\u7b49\u7d1a<\/strong><\/td><td><strong>\u8aaa\u660e<\/strong><\/td><td><strong>\u9069\u7528\u60c5\u5883<\/strong><\/td><\/tr><tr><td>low<\/td><td>\u6700\u5feb\u901f\u56de\u61c9<\/td><td>\u7c21\u55ae\u67e5\u8a62\u3001\u683c\u5f0f\u8f49\u63db<\/td><\/tr><tr><td>medium<\/td><td>\u5e73\u8861\u901f\u5ea6\u8207\u54c1\u8cea<\/td><td>\u65e5\u5e38\u7a0b\u5f0f\u8f14\u52a9<\/td><\/tr><tr><td>high\uff08\u9810\u8a2d\uff09<\/td><td>\u6df1\u5ea6\u63a8\u7406<\/td><td>\u8907\u96dc\u7a0b\u5f0f\u908f\u8f2f\u3001\u591a\u6b65\u9a5f\u4efb\u52d9<\/td><\/tr><tr><td>max<\/td><td>\u89e3\u9664\u6240\u6709\u601d\u8003\u6df1\u5ea6\u9650\u5236<\/td><td>\u6578\u5b78\u8b49\u660e\u3001\u67b6\u69cb\u8a2d\u8a08\u3001\u5b89\u5168\u5be9\u8a08<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0cmax \u7b49\u7d1a\u5177\u6709<strong>\u7248\u672c\u6821\u9a57\u529f\u80fd<\/strong>\uff1a\u5728\u975e Opus 4.6 \u7684\u6a21\u578b\u4e0a\u8acb\u6c42 max \u6703\u76f4\u63a5\u56de\u50b3\u932f\u8aa4\u3002\u9019\u70ba\u5de5\u7a0b\u5e2b\u63d0\u4f9b\u4e86\u4e00\u500b\u5929\u7136\u7684\u6a21\u578b\u7248\u672c\u9396\u5b9a\u6a5f\u5236\uff0c\u78ba\u4fdd\u6700\u8907\u96dc\u7684\u63a8\u7406\u4efb\u52d9\u53ea\u5728\u6700\u5f37\u7684\u6a21\u578b\u4e0a\u57f7\u884c\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u516d\u3001\u5be6\u6230\u5c0d\u6c7a\uff1a\u91cd\u5efa Poly Market \u9810\u6e2c\u5e02\u5834<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u6839\u64da\u524d Sonos \u9ad8\u7ba1\u3001AI \u5275\u696d\u8005<a href=\"https:\/\/www.youtube.com\/results?search_query=morgan+linton+opus+4.6+codex+5.3\" target=\"_blank\" rel=\"noopener\"> Morgan Linton \u7684\u58d3\u529b\u6e2c\u8a66<\/a>\uff0c\u5169\u5927\u6a21\u578b\u5206\u5225\u88ab\u8981\u6c42\u8907\u88fd\u9810\u6e2c\u5e02\u5834\u61c9\u7528 Poly Market\u3002\u9019\u9805\u5be6\u9a57\u6e05\u695a\u63ed\u793a\u4e86\u300c\u901f\u5ea6\u300d\u8207\u300c\u6df1\u5ea6\u300d\u7684\u53d6\u6368\uff1a<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>GPT-5.3 Codex \u7684\u6210\u679c\uff1aSignal Market<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6548\u7387\uff1a<\/strong> \u50c5\u7528 <strong>3 \u5206 47 \u79d2<\/strong> \u5373\u5b8c\u6210\u529f\u80fd\u539f\u578b<\/li>\n\n\n\n<li><strong>\u512a\u52e2\uff1a<\/strong> \u80fd\u5728\u958b\u767c\u4e2d\u9014\u6839\u64da\u6307\u4ee4\uff08\u5982\u300c\u4ee5 Jack Dorsey \u7684\u6975\u7c21\u98a8\u683c\u91cd\u5beb\u300d\uff09\u5373\u6642\u5207\u63db\u8a2d\u8a08\u98a8\u683c<\/li>\n\n\n\n<li><strong>\u6e2c\u8a66\u6db5\u84cb\uff1a<\/strong> \u7522\u51fa 10 \u500b\u6838\u5fc3\u6e2c\u8a66\uff0810\/10 \u901a\u904e\uff09<\/li>\n\n\n\n<li><strong>\u8a55\u50f9\uff1a<\/strong> \u6a19\u6e96\u7684 MVP\uff0c\u5c55\u73fe\u4e86\u6975\u9ad8\u7684\u958b\u767c\u541e\u5410\u91cf<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Claude Opus 4.6 \u7684\u6210\u679c\uff1aForecast<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u8cc7\u6e90\u6d88\u8017\uff1a<\/strong> Agent Teams \u7e3d\u8a08\u6d88\u8017\u4e86 150,000 \u81f3 250,000 \u500b Token\uff08\u6bcf\u500b\u7814\u7a76\u4ee3\u7406\u4eba\u5e73\u5747\u4f54\u7528 25,000 Token\uff09<\/li>\n\n\n\n<li><strong>\u6df1\u5ea6\u7d30\u7bc0\uff1a<\/strong> \u901f\u5ea6\u8f03\u6162\uff0c\u4f46\u7522\u51fa\u7684\u7cbe\u7dfb\u7a0b\u5ea6\u4ee4\u4eba\u9a5a\u8277\uff1a\n<ul class=\"wp-block-list\">\n<li>\u81ea\u52d5\u8a2d\u8a08\u5b8c\u6574 UX \u6307\u6a19\uff0c\u5305\u542b\u6392\u884c\u699c\uff08Leaderboard\uff09\u8207\u6295\u8cc7\u7d44\u5408\uff08Portfolio\uff09\u9801\u9762<\/li>\n\n\n\n<li>\u7522\u51fa <strong>96 \u500b\u6e2c\u8a66\u6848\u4f8b<\/strong>\uff08Codex \u50c5 10 \u500b\uff09\uff0c\u78ba\u4fdd\u8a02\u55ae\u64ae\u5408\u5f15\u64ce\u7684\u7a69\u5b9a\u6027<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u8a55\u50f9\uff1a<\/strong> \u5728 Vibe Coding \u5834\u666f\u4e0b\u66f4\u5177\u512a\u52e2\uff0c\u4ea4\u4ed8\u7684\u662f\u63a5\u8fd1\u751f\u7522\u7d1a\u5225\u7684\u8edf\u9ad4\uff0c\u800c\u975e\u50c5\u662f\u908f\u8f2f\u539f\u578b<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u5176\u4ed6\u7b2c\u4e09\u65b9\u5be6\u6e2c<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.instantdb.com\/essays\/codex_53_opus_46_cs_bench\" target=\"_blank\" rel=\"noopener\">InstantDB \u7684 Counter-Strike Bench \u6e2c\u8a66<\/a>\u4e5f\u5448\u73fe\u985e\u4f3c\u7684\u7d50\u8ad6\uff1aGPT-5.3 Codex \u5728\u901f\u5ea6\u4e0a\u5e7e\u4e4e\u5feb\u4e86\u4e00\u500d\uff0c\u4f46 Claude Opus 4.6 \u5728\u7a0b\u5f0f\u78bc\u54c1\u8cea\u4e0a\u8d0f\u4e86\u5e7e\u4e4e\u6240\u6709\u9805\u76ee\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.interconnects.ai\/p\/opus-46-vs-codex-53\" target=\"_blank\" rel=\"noopener\">Interconnects \u7684\u5206\u6790<\/a>\u66f4\u76f4\u63a5\u6307\u51fa\uff1aCodex 5.3 \u9019\u6b21\u611f\u89ba\u300c\u66f4\u50cf Claude\u300d\u4e86\u2014\u2014\u66f4\u5feb\u3001\u66f4\u80fd\u8655\u7406\u591a\u5143\u4efb\u52d9\uff0c\u800c Opus 4.6 \u5247\u7e7c\u7e8c\u5728\u53ef\u7528\u6027\u548c\u81ea\u4e3b\u6027\u4e0a\u4fdd\u6301\u512a\u52e2\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u4e03\u3001\u5b89\u5168\u6027\u8207\u8cc7\u5b89\u8003\u91cf<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u6b21\u7684\u767c\u5e03\u5728\u5b89\u5168\u6027\u65b9\u9762\u4e5f\u6709\u91cd\u5927\u9032\u5c55\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Claude Opus 4.6\uff1a<\/strong> \u642d\u8f09 Constitutional AI v3 \u8207 ASL-3 \u5b89\u5168\u5354\u5b9a\uff0cAnthropic \u8868\u793a\u9019\u662f\u4ed6\u5011\u6b77\u4f86\u6700\u5168\u9762\u7684\u5b89\u5168\u8a55\u4f30\u3002\u6a21\u578b\u5728\u6b3a\u9a19\u6027\u884c\u70ba\u3001\u904e\u5ea6\u9806\u5f9e\u7b49\u9762\u5411\u90fd\u5c55\u73fe\u4e86\u4f4e\u98a8\u96aa\u7387\u3002<br><\/li>\n\n\n\n<li><strong>GPT-5.3 Codex\uff1a<\/strong> \u6839\u64da<a href=\"https:\/\/fortune.com\/2026\/02\/05\/openai-gpt-5-3-codex-warns-unprecedented-cybersecurity-risks\/\" target=\"_blank\" rel=\"noopener\"> Fortune \u7684\u5831\u5c0e<\/a>\uff0c\u9019\u662f OpenAI \u9996\u6b21\u5c07\u6a21\u578b\u8a55\u7d1a\u70ba\u8cc7\u5b89\u9818\u57df\u7684\u300c\u9ad8\u98a8\u96aa\u7b49\u7d1a\u300d\u3002Sam Altman \u89aa\u81ea\u8868\u793a\u9019\u662f\u300c\u7b2c\u4e00\u500b\u5728\u6211\u5011\u7684\u6e96\u5099\u6846\u67b6\u4e2d\u9054\u5230\u8cc7\u5b89\u300e\u9ad8\u98a8\u96aa\u300f\u7b49\u7d1a\u7684\u6a21\u578b\u300d\u3002OpenAI \u56e0\u6b64\u9650\u5236\u4e86\u5b8c\u6574 API \u5b58\u53d6\uff0c\u4e26\u5efa\u7acb\u4e86\u53d7\u4fe1\u4efb\u5b58\u53d6\u8a08\u756b\uff08Trusted Access Program\uff09\u3002<br><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u5ef6\u4f38\u95b1\u8b80\uff1a\u95dc\u65bc<a href=\"https:\/\/ai-stack.ai\/zh-hant\/ai-danger\"> AI \u5b89\u5168\u6027\u7684\u66f4\u6df1\u5165\u8a0e\u8ad6<\/a>\uff0c\u6211\u5011\u4e5f\u6709\u5b8c\u6574\u7684\u5206\u6790\u6587\u7ae0\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u516b\u3001\u50f9\u683c\u6bd4\u8f03<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>\u9805\u76ee<\/strong><\/td><td><strong>Claude Opus 4.6<\/strong><\/td><td><strong>GPT-5.3 Codex<\/strong><\/td><\/tr><tr><td><strong>API \u5b9a\u50f9\uff08Input\uff09<\/strong><\/td><td>$5 \/ \u767e\u842c tokens<\/td><td>\u5c1a\u672a\u516c\u5e03\uff08\u9810\u8a08\u8fd1\u671f\u958b\u653e\uff09<\/td><\/tr><tr><td><strong>API \u5b9a\u50f9\uff08Output\uff09<\/strong><\/td><td>$25 \/ \u767e\u842c tokens<\/td><td>\u5c1a\u672a\u516c\u5e03<\/td><\/tr><tr><td><strong>\u6d88\u8cbb\u7aef\u4f7f\u7528<\/strong><\/td><td>Claude Pro\uff08$20\/\u6708\uff09\u6216 Team \u65b9\u6848<\/td><td>\u4ed8\u8cbb ChatGPT \u65b9\u6848\uff08Plus \/ Pro\uff09<\/td><\/tr><tr><td><strong>200K \u4ee5\u4e0a\u8108\u7d61<\/strong><\/td><td>\u984d\u5916\u52a0\u50f9<\/td><td>\u2014<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ee5\u4e00\u500b\u5178\u578b\u7684\u7a0b\u5f0f\u958b\u767c\u5de5\u4f5c\u968e\u6bb5\uff0850K input \/ 10K output tokens\uff09\u4f30\u7b97\uff0cClaude Opus 4.6 \u5927\u7d04\u4fbf\u5b9c 17%\u3002\u4f46\u5982\u679c\u4f60\u983b\u7e41\u4f7f\u7528\u8d85\u9577\u8108\u7d61\uff0c\u6210\u672c\u5dee\u7570\u6703\u7e2e\u5c0f\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u4e5d\u3001\u9078\u64c7\u5efa\u8b70\uff1a\u627e\u5230\u9069\u5408\u4f60\u7684\u5de5\u7a0b\u65b9\u6cd5\u8ad6<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u5834\u5c0d\u6c7a\u6c92\u6709\u552f\u4e00\u7684\u8d0f\u5bb6\uff0c\u53ea\u6709\u6700\u9069\u5408\u4f60\u5de5\u4f5c\u6d41\u7a0b\u7684\u5de5\u5177\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u9078\u64c7 GPT-5.3 Codex\uff0c\u5982\u679c\u4f60\uff1a<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u2705 \u8ffd\u6c42\u6975\u81f4\u958b\u767c\u901f\u5ea6\uff0c\u559c\u6b61\u8207 AI \u5373\u6642\u5c0d\u8a71\u5f0f\u7684\u7d50\u5c0d\u7a0b\u5f0f\u8a2d\u8a08\uff08Pair Programming\uff09<br>\u2705 \u672c\u8eab\u5177\u5099\u5f37\u5927\u7684\u7a0b\u5f0f\u78bc\u5be9\u67e5\u80fd\u529b\uff0c\u80fd\u5373\u6642\u4fee\u6b63\u6a21\u578b\u7684\u65b9\u5411<br>\u2705 \u4e3b\u8981\u5728 VS Code \u6216 Cursor \u4e2d\u5de5\u4f5c\uff0c\u9700\u8981\u539f\u751f IDE \u6574\u5408<br>\u2705 \u5de5\u4f5c\u4ee5\u5feb\u901f\u539f\u578b\u9a57\u8b49\u3001bug \u4fee\u5fa9\u3001\u65e5\u5e38\u529f\u80fd\u958b\u767c\u70ba\u4e3b<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u9078\u64c7 Claude Opus 4.6\uff0c\u5982\u679c\u4f60\uff1a<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u2705 \u9762\u5c0d\u7684\u662f\u5927\u578b\u8907\u96dc Repository\uff0c\u9700\u8981 AI \u7406\u89e3\u6574\u9ad4\u67b6\u69cb<br>\u2705 \u9700\u8981\u4e00\u500b\u80fd\u7368\u7acb\u601d\u8003\u3001\u81ea\u52d5\u5b8c\u6210\u908a\u754c\u6e2c\u8a66\u7684\u300cAI \u5718\u968a\u300d<br>\u2705 \u91cd\u8996\u7a0b\u5f0f\u78bc\u54c1\u8cea\u52dd\u904e\u958b\u767c\u901f\u5ea6<br>\u2705 \u5f9e\u4e8b\u9700\u8981\u6df1\u5ea6\u63a8\u7406\u7684\u5de5\u4f5c\uff08\u6cd5\u5f8b\u5206\u6790\u3001\u91d1\u878d\u6a21\u578b\u3001\u79d1\u5b78\u7814\u7a76\uff09<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u6df7\u5408\u4f7f\u7528\u7b56\u7565<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u6839\u64da<a href=\"https:\/\/every.to\/vibe-check\/codex-vs-opus\" target=\"_blank\" rel=\"noopener\"> Every.to \u7684\u7d50\u8ad6<\/a>\uff0c\u591a\u6578\u5c08\u696d\u958b\u767c\u5718\u968a\u76ee\u524d\u63a1\u53d6\u7684\u662f<strong>\u6df7\u5408\u4f7f\u7528\u7b56\u7565<\/strong>\u2014\u2014\u6839\u64da\u4efb\u52d9\u6027\u8cea\u5728\u5169\u500b\u6a21\u578b\u9593\u5207\u63db\u3002\u9019\u4e5f\u662f\u6211\u5011\u8a8d\u70ba\u76ee\u524d\u6700\u52d9\u5be6\u7684\u505a\u6cd5\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u5341\u3001\u7d50\u8a9e\uff1a\u5f9e\u300c\u7a0b\u5f0f\u78bc\u7522\u51fa\u8005\u300d\u5230\u300c\u67b6\u69cb\u7b56\u5c55\u4eba\u300d<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u7576 AI \u80fd\u5920\u5728\u6578\u5206\u9418\u5167\u904b\u7528 25 \u842c\u500b Token \u8207\u591a\u4ee3\u7406\u5354\u4f5c\uff0c\u5efa\u69cb\u51fa\u5177\u5099\u5546\u696d\u6f5b\u529b\u7684\u7522\u54c1\u539f\u578b\u6642\uff0c\u958b\u767c\u8005\u7684\u50f9\u503c\u6b63\u5728\u5f9e\u300c\u7a0b\u5f0f\u78bc\u7522\u51fa\u8005\u300d\u5168\u9762\u8f49\u5316\u70ba\u300c\u67b6\u69cb\u7b56\u5c55\u4eba\u300d\u8207\u300c\u7cfb\u7d71\u8a55\u5be9\u54e1\u300d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5169\u500b\u6a21\u578b\u7684\u540c\u65e5\u767c\u5e03\uff0c\u4e5f\u5ba3\u544a\u6211\u5011\u6b63\u5f0f\u9032\u5165\u4e86\u300c\u5f8c\u57fa\u6e96\u6e2c\u8a66\u6642\u4ee3\u300d\u2014\u2014\u5982<a href=\"https:\/\/www.interconnects.ai\/p\/opus-46-vs-codex-53\" target=\"_blank\" rel=\"noopener\"> Interconnects \u6240\u5206\u6790<\/a>\uff0c\u57fa\u6e96\u6e2c\u8a66\u7684\u5fae\u5c0f\u5dee\u8ddd\u5df2\u7d93\u8d8a\u4f86\u8d8a\u96e3\u88ab\u4f7f\u7528\u8005\u5728\u65e5\u5e38\u4f7f\u7528\u4e2d\u611f\u53d7\u5230\u3002\u771f\u6b63\u7684\u5dee\u7570\u5728\u65bc\u958b\u767c\u9ad4\u9a57\u3001\u5de5\u4f5c\u6d41\u7a0b\u6574\u5408\uff0c\u4ee5\u53ca\u4f60\u500b\u4eba\u7684\u7a0b\u5f0f\u8a2d\u8a08\u54f2\u5b78\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7121\u8ad6\u4f60\u9078\u64c7\u54ea\u4e00\u500b\u6a21\u578b\uff0c2026 \u5e74\u7121\u7591\u662f<a href=\"https:\/\/ai-stack.ai\/zh-hant\/ai-agent-development\"> AI \u8f14\u52a9\u958b\u767c<\/a>\u6700\u4ee4\u4eba\u8208\u596e\u7684\u4e00\u5e74\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\"><em>\u672c\u6587\u767c\u5e03\u65bc 2026 \u5e74 2 \u6708 11 \u65e5\u3002AI \u6a21\u578b\u7684\u80fd\u529b\u8207\u5b9a\u50f9\u53ef\u80fd\u96a8\u6642\u66f4\u65b0\uff0c\u5efa\u8b70\u8b80\u8005\u53c3\u8003<\/em><a href=\"https:\/\/www.anthropic.com\/\" target=\"_blank\" rel=\"noopener\"><em> <\/em><em>Anthropic<\/em><\/a><em> \u8207<\/em><a href=\"https:\/\/openai.com\/\" target=\"_blank\" rel=\"noopener\"><em> <\/em><em>OpenAI<\/em><\/a><em> \u5b98\u65b9\u7db2\u7ad9\u53d6\u5f97\u6700\u65b0\u8cc7\u8a0a\u3002<\/em><em>\u5ef6\u4f38\u95b1\u8b80\uff1a<\/em><a href=\"https:\/\/ai-stack.ai\/zh-hant\/ai-dumb\"><em>AI \u5230\u5e95\u662f\u8b8a\u8070\u660e\u9084\u662f\u8b8a\u7b28\u4e86\uff1f<\/em><\/a><em> \uff5c<\/em><a href=\"https:\/\/ai-stack.ai\/zh-hant\/chatgpt-report-2025\"><em> <\/em><em>2025 ChatGPT \u5b8c\u6574\u5831\u544a<\/em><\/a><em> \uff5c<\/em><a href=\"https:\/\/ai-stack.ai\/zh-hant\/chatgpt-atlas\"><em> <\/em><em>ChatGPT Atlas \u5168\u89e3\u6790<\/em><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>2026 \u5e74 2 \u6708 5 \u65e5\uff0cAI \u7a0b\u5f0f\u958b\u767c\u9818\u57df\u8fce\u4f86\u53f2\u7121\u524d\u4f8b\u7684\u300c\u540c\u65e5\u5c0d\u6c7a\u300d\u2014\u2014Anthropic \u767c\u5e03 Claude Opus 4.6 \u50c5\u50c5 18 \u5206\u9418\u5f8c\uff0cOpenAI \u96a8\u5373\u4ee5 GPT-5.3 Code&#8230;<\/p>\n","protected":false},"author":253372388,"featured_media":12730,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_crdt_document":"","jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[96987580,96987573],"tags":[96988444,96988445],"class_list":["post-12719","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-news","category-featured-articles","tag-claude-opus-4-6","tag-gpt-5-3-codex"],"blocksy_meta":[],"acf":[],"jetpack_featured_media_url":"https:\/\/i0.wp.com\/ai-stack.ai\/wp-content\/uploads\/2026\/02\/%E6%A8%A1%E5%9E%8BA-9-dd6f2984.jpg?fit=1920%2C1080&quality=100&ct=202603031250&ssl=1","jetpack_shortlink":"https:\/\/wp.me\/ph344V-3j9","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/posts\/12719","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/users\/253372388"}],"replies":[{"embeddable":true,"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/comments?post=12719"}],"version-history":[{"count":1,"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/posts\/12719\/revisions"}],"predecessor-version":[{"id":12742,"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/posts\/12719\/revisions\/12742"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/media\/12730"}],"wp:attachment":[{"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/media?parent=12719"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/categories?post=12719"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/tags?post=12719"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}