{"id":4210,"date":"2026-07-11T10:42:26","date_gmt":"2026-07-11T10:42:26","guid":{"rendered":"https:\/\/umaax.com\/kaibiyuanmoxingshicehengpingsonnet5yusidaguochankaiyuanmoxin\/"},"modified":"2026-07-11T10:42:26","modified_gmt":"2026-07-11T10:42:26","slug":"kaibiyuanmoxingshicehengpingsonnet5yusidaguochankaiyuanmoxin","status":"publish","type":"post","link":"https:\/\/umaax.com\/en\/kaibiyuanmoxingshicehengpingsonnet5yusidaguochankaiyuanmoxin\/","title":{"rendered":"\u5f00\u95ed\u6e90\u6a21\u578b\u5b9e\u6d4b \u2013 \u6a2a\u8bc4 Sonnet 5 \u4e0e\u56db\u5927\u56fd\u4ea7\u5f00\u6e90\u6a21\u578b\u7f16\u7a0b\u80fd\u529b01. \u5b9e\u6d4b\u5bf9\u6bd402. \u5404\u6a21\u578b\u8bc4\u4ef703. \u6316\u4e00\u6316"},"content":{"rendered":"<p>\u4eca\u5929\u53d1\u70b9\u5f00\u95ed\u6e90\u6a21\u578b\u7684\u5bf9\u6bd4\u5b9e\u6d4b\u3002<\/p>\n<p><span class=\"\">Sonnet<\/span> \u7cfb\u5217\u4e0a\u6b21\u66f4\u65b0\u8fd8\u662f\u5728 2\u6708\uff0c\u8fd9\u6b21\u968f\u7740Fable 5\u7684\u89e3\u7981\u53c8\u66f4\u65b0\u4e86\u4e00\u7248\uff0c\u4ece <span class=\"\">Claude<\/span> \u53d1\u5e03\u7684\u6570\u636e\u4e0a\u6765\u770b\u6574\u4f53\u6bd4 Oups 4.6\u548c4.7 \u5f3a\uff0c\u6bd4 Oups 4.8\u5f31\u4e00\u70b9\uff0c\u4f46\u5b9e\u9645\u8fd0\u884c\u5f53\u4e2d\uff0cSonnet\u7684\u82b1\u8d39\u6bd4Opus\u8fd8\u8d35\u3002<\/p>\n<p> <img fetchpriority=\"high\" decoding=\"async\" class=\"wp-image-81603 aligncenter\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2026\/07\/Sonnet-pk-37.png\"  alt=\"\" width=\"655\" height=\"310\" \/> <\/p>\n<p>Sonnet 5\u7528\u4e86\u4e00\u5957\u65b0\u7684\u5206\u8bcd\u5668\uff0c\u540c\u4e00\u6bb5\u6587\u5b57\u73b0\u5728\u88ab\u5207\u6210\u4e86\u66f4\u591a\u4efdToken\uff0c\u7b97\u4e0b\u6765\u7684\u603b\u8d39\u5c31\u6bd4\u4ee5\u524d\u9ad8\u3002<\/p>\n<p>\u6211\u9009\u4e86\u56db\u4e2a\u5f00\u6e90\u6a21\u578b\uff1a<span class=\"\">Kimi K2.7 Code<\/span>\uff0cGLM 5.2\uff0cMiniMax M3\uff0cDeepSeek V4 Pro \u6765\u8ddf Sonnet 5 \u6765\u5bf9\u6bd4\u5b9e\u6d4b\u4e00\u6ce2\uff0c\u770b\u770b Sonnet 5 \u7684\u6210\u8272\u5230\u5e95\u5982\u4f55\u3002<\/p>\n<p>\u00a0<\/p>\n<h1 style=\"text-align: center;\"><span style=\"font-size: 24pt;\">01. \u5b9e\u6d4b\u5bf9\u6bd4<\/span><\/h1>\n<p>\u00a0<\/p>\n<h3><strong>case 1 bug\u4fee\u590d<\/strong><\/h3>\n<blockquote>\n<p>\u63d0\u793a\u8bcd\uff1a<\/p>\n<p>\u4e0b\u9762\u662f\u4e00\u6bb5 Python \u4ee3\u7801\uff0c\u7528\u4e8e\u628a\u91d1\u989d\u5b57\u7b26\u4e32\u8f6c\u6210 cents\u3002\u7ebf\u4e0a\u53d1\u73b0 \u201c1,234.50\u201d\u3001\u201d$0.99\u2033\u3001\u201d -12.30 \u201c\u3001\u201d12\u201d \u4f1a\u51fa\u9519\u6216\u7ed3\u679c\u4e0d\u4e00\u81f4\u3002\u8bf7\u4fee\u590d\u51fd\u6570\uff0c\u5e76\u8865 pytest \u6d4b\u8bd5\u3002<\/p>\n<p>def parse_money_to_cents(value: str) -> int:<\/p>\n<p>value = value.replace(\u201c$\u201d, \u201c\u201d)<\/p>\n<p>dollars, cents = value.split(\u201c.\u201d)<\/p>\n<p>return int(dollars) * 100 + int(cents)<\/p>\n<\/blockquote>\n<p><strong>Sonnet 5\uff1a<\/strong><\/p>\n<p> <img decoding=\"async\" class=\"size-full wp-image-81581 aligncenter\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2026\/07\/Sonnet-pk-23.png\"  alt=\"\" width=\"603\" height=\"1215\" \/> <\/p>\n<p>Sonnet 5 \u8ba1\u7b97\u65b9\u5f0f\u5f88\u7a33\uff0c\u7528 Decimal \u5904\u7406\u91d1\u989d\uff0c\u907f\u514d\u6d6e\u70b9\u8bef\u5dee\u3002\u95ee\u9898\u662f\u8f93\u5165\u6e05\u6d17\u592a\u5bbd\u677e\uff0c1,2,3 \u4f1a\u88ab\u5f53\u6210 123\uff0c1$2 \u4f1a\u88ab\u5f53\u6210 12\uff0c$$12 \u4e5f\u4f1a\u88ab\u5f53\u6210 12\uff0c\u5bf9\u810f\u6570\u636e\u9632\u5b88\u4e0d\u591f\u3002<\/p>\n<p><strong>Kimi K2.7 Code\uff1a<\/strong><br \/> <img decoding=\"async\" class=\"size-full wp-image-81265 aligncenter\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2026\/07\/Sonnet-pk-1.png\"  alt=\"\" width=\"520\" height=\"443\" \/><\/p>\n<p>Kimi K2.7 Code \u6709\u683c\u5f0f\u68c0\u67e5\uff0c\u4e5f\u62d2\u7edd\u8d85\u8fc7\u4e24\u4f4d\u5c0f\u6570\u7684\u91d1\u989d\uff0c\u6bd4\u5982 12.345\u3002\u4f46\u5148\u5220\u6389 $ \u548c\u9017\u53f7\uff0c\u518d\u68c0\u67e5\u683c\u5f0f\u7684\u505a\u6cd5\uff0c\u4f1a\u5bfc\u81f4 1,2,3\u30011$2\u3001$$12 \u88ab\u6d17\u6210\u5408\u6cd5\u6570\u5b57\u3002 \u800c\u4e14+$12.30 \u8fd9\u79cd\u6b63\u53f7\u52a0\u8d27\u5e01\u7b26\u53f7\u4f1a\u88ab\u62d2\u3002<\/p>\n<p><strong><span class=\"\">GLM 5.2<\/span>\uff1a<\/strong><br \/> <img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-81266 aligncenter\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2026\/07\/Sonnet-pk-2.png\"  alt=\"\" width=\"353\" height=\"258\" \/><\/p>\n<p>GLM 5.2\u4fee\u6389\u4e86\u9898\u76ee\u91cc\u7684\u6838\u5fc3\u95ee\u9898\uff0c\u6bd4\u5982 1,234.50\u3001$0.99\u3001-12.30\u300112 \u90fd\u80fd\u5904\u7406\u3002\u4f46\u6ca1\u6709\u5148\u505a\u5b8c\u6574\u683c\u5f0f\u5224\u65ad\u3002\u6bd4\u5982 \u201312.30 \u4f1a\u88ab\u7b97\u6210\u6b63\u6570\uff0c12.-3 \u4f1a\u88ab\u7b97\u51fa\u7ed3\u679c\uff0c1,2,3 \u4e5f\u4f1a\u88ab\u63a5\u53d7\u3002<\/p>\n<p><strong><span class=\"\">MiniMax M3<\/span>\uff1a<\/strong><br \/> <img loading=\"lazy\" decoding=\"async\" class=\"wp-image-81267 aligncenter\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2026\/07\/Sonnet-pk-3.png\"  alt=\"\" width=\"650\" height=\"747\" \/><\/p>\n<p>MiniMax M3 \u4f1a\u5148\u5224\u65ad\u8f93\u5165\u662f\u5426\u7b26\u5408\u6b63\u5e38\u91d1\u989d\u683c\u5f0f\uff0c\u518d\u8fdb\u5165\u8ba1\u7b97\uff0c\u6240\u4ee5 1,2,3 \u8fd9\u79cd\u4e71\u9017\u53f7\u4f1a\u88ab\u62d2\u6389\uff0c\u4e0d\u4f1a\u88ab\u8bef\u7b97\u6210 12300 \u5206\u3002\u4f46\u89c4\u5219\u7565\u4fdd\u5b88\uff0c\u50cf .99\u3001$.99 \u8fd9\u79cd\u7528\u6237\u5e38\u89c1\u7b80\u5199\u4f1a\u88ab\u62d2\u6389\uff0c$-12.30 \u8fd9\u79cd\u7b26\u53f7\u4f4d\u7f6e\u4e5f\u4e0d\u517c\u5bb9\u3002<\/p>\n<p><strong>DeepSeek V4 Pro\uff1a<\/strong><br \/> <img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-81268 aligncenter\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2026\/07\/Sonnet-pk-4.png\"  alt=\"\" width=\"527\" height=\"670\" \/><\/p>\n<p>DeepSeek V4 Pro \u4e3b\u6d41\u7a0b\u80fd\u8dd1\u901a\uff0c\u4f46\u8fb9\u754c\u6700\u5f31\u3002\u6bd4\u5982\u7a7a\u5b57\u7b26\u4e32\u3001\u7a7a\u767d\u3001\u5355\u72ec $ \u90fd\u4f1a\u8fd4\u56de 0\uff0c\u8fd9\u5728\u91d1\u989d\u573a\u666f\u91cc\u5f88\u5371\u9669\uff1b$-12.30 \u4f1a\u7b97\u6210 -1170\uff0c\u4e0d\u662f -1230\uff1b\u201312.30 \u4e5f\u4f1a\u88ab\u9519\u8bef\u63a5\u53d7\uff0c\u7f3a\u5c11\u4e00\u5c42\u201c\u5148\u5224\u65ad\u8f93\u5165\u662f\u4e0d\u662f\u5408\u6cd5\u3002<\/p>\n<p>\u672ccase\u6392\u540d\uff1aMiniMax M3 > Sonnet 5 > Kimi K2.7 Code > GLM 5.2 > DeepSeek V4 Pro<\/p>\n<h3><strong>case 2 \u8fb9\u754c\u6761\u4ef6\u63a8\u7406<\/strong><\/h3>\n<blockquote>\n<p>\u63d0\u793a\u8bcd\uff1a\u8bf7\u5b9e\u73b0\u4e00\u4e2a TypeScript \u51fd\u6570 groupByWindow(events, windowMs)\u3002events \u662f\u6309\u65f6\u95f4\u5347\u5e8f\u6392\u5217\u7684\u6570\u7ec4\uff0c\u6bcf\u9879\u662f {id, ts}\u3002\u51fd\u6570\u8981\u628a\u76f8\u90bb\u4e8b\u4ef6\u5206\u7ec4\uff1a\u53ea\u8981\u5f53\u524d\u4e8b\u4ef6\u548c\u5f53\u524d\u7ec4\u7b2c\u4e00\u6761\u4e8b\u4ef6\u7684 ts \u5dee\u503c\u5c0f\u4e8e\u7b49\u4e8e windowMs\uff0c\u5c31\u653e\u8fdb\u540c\u7ec4\uff0c\u5426\u5219\u5f00\u65b0\u7ec4\u3002\u8bf7\u7ed9\u51fa\u5b9e\u73b0\u548c 6 \u4e2a\u8fb9\u754c\u6d4b\u8bd5\u3002<\/p>\n<\/blockquote>\n<p><strong>Sonnet 5\uff1a<\/strong><\/p>\n<p> <img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-81582 aligncenter\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2026\/07\/Sonnet-pk-24.png\"  alt=\"\" width=\"594\" height=\"2186\" \/> <\/p>\n<p>Sonnet 5 \u601d\u8def\u5f88\u6e05\u6670\uff0c\u7279\u522b\u70b9\u51fa\u4e86\u201c\u94fe\u5f0f\u6f02\u79fb\u201d\u95ee\u9898\u3002\u8fd8\u8986\u76d6\u4e86\u7a7a\u6570\u7ec4\u3001\u5355\u5143\u7d20\u3001\u7b49\u4e8e\u8fb9\u754c\u3001\u8d85\u51fa\u8fb9\u754c\u3001windowMs=0\u3002\u4f46\u5c11\u4e86\u4e00\u70b9\u8f93\u5165\u4fdd\u62a4\uff0c\u6bd4\u5982\u8d1f\u6570\u7a97\u53e3\u600e\u4e48\u5904\u7406\u6ca1\u4ea4\u4ee3\u3002<\/p>\n<p><strong>Kimi K2.7 Code\uff1a<\/strong><br \/> <img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-81264 aligncenter\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2026\/07\/Sonnet-pk-5.png\"  alt=\"\" width=\"457\" height=\"575\" \/><\/p>\n<p>Kimi K2.7 Code\u7684\u5b9e\u73b0\u662f\u5bf9\u7684\uff0c\u800c\u4e14\u9879\u76ee\u5f88\u5b8c\u6574\uff0cpackage.json\u3001tsconfig\u3001Vitest \u90fd\u914d\u597d\u4e86\u3002\u4f46\u7c7b\u578b\u6bd4\u8f83\u666e\u901a\uff0c\u8fd4\u56de\u503c\u4f1a\u4e22\u6389\u4e8b\u4ef6\u4e0a\u7684\u989d\u5916\u5b57\u6bb5\u7c7b\u578b\u3002<\/p>\n<p><strong>GLM 5.2\uff1a<\/strong><br \/> <img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-81270 aligncenter\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2026\/07\/Sonnet-pk-6.png\"  alt=\"\" width=\"653\" height=\"234\" \/><\/p>\n<p>GLM 5.2 \u7684\u5206\u7ec4\u673a\u5236\u5f88\u6e05\u695a\uff1a\u6bcf\u6b21\u90fd\u62ff\u5f53\u524d\u4e8b\u4ef6\u548c\u201c\u672c\u7ec4\u7b2c\u4e00\u6761\u201d\u6bd4\uff0c\u8fd8\u68c0\u67e5\u4e86 windowMs\uff0c\u8d1f\u6570\u3001\u65e0\u9650\u503c\u4f1a\u76f4\u63a5\u62a5\u9519\uff0c\u6bd4\u8f83\u9002\u5408\u771f\u5b9e\u51fd\u6570\u3002\u7c7b\u578b\u4e5f\u4fdd\u7559\u5f97\u597d\uff0c\u4f20\u4ec0\u4e48\u4e8b\u4ef6\u7c7b\u578b\uff0c\u8fd4\u56de\u8fd8\u662f\u5bf9\u5e94\u7c7b\u578b\u3002<\/p>\n<p><strong>MiniMax M3\uff1a<\/strong><br \/> <img loading=\"lazy\" decoding=\"async\" class=\"wp-image-81271 aligncenter\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2026\/07\/Sonnet-pk-7.png\"  alt=\"\" width=\"657\" height=\"334\" \/><\/p>\n<p>MiniMax M3 \u6838\u5fc3\u903b\u8f91\u6b63\u786e\uff0c\u6d4b\u8bd5\u6570\u91cf\u4e5f\u591a\uff0c\u8986\u76d6\u4e86 windowMs=0\u3001\u521a\u597d\u7b49\u4e8e\u7a97\u53e3\u3001\u521a\u597d\u8d85\u8fc7\u7a97\u53e3\u3001\u7ec4\u9996\u951a\u70b9\uff0c\u8fd8\u68c0\u67e5\u4e86\u6bcf\u4e2a\u4e8b\u4ef6\u7684 ts \u662f\u4e0d\u662f\u6709\u6548\u6570\u5b57\u3002\u4f46 id \u7c7b\u578b\u5199\u6210\u4e86 string\uff0c\u6570\u5b57 id \u7684\u573a\u666f\u7c7b\u578b\u4e0a\u8fc7\u4e0d\u53bb\uff1bwindowMs \u6ca1\u6709\u62e6\u8d1f\u6570\u3002<\/p>\n<p><strong>DeepSeek V4 Pro\uff1a<\/strong><br \/> <img loading=\"lazy\" decoding=\"async\" class=\"wp-image-81272 aligncenter\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2026\/07\/Sonnet-pk-8.png\"  alt=\"\" width=\"642\" height=\"445\" \/><\/p>\n<p>DeepSeek V4 Pro \u51fd\u6570\u672c\u8eab\u7684\u4e3b\u903b\u8f91\u662f\u5bf9\u7684\uff0c\u7528\u6700\u540e\u4e00\u7ec4\u7684\u7b2c\u4e00\u6761\u505a\u57fa\u51c6\u3002\u4f46\u6d4b\u8bd5\u6587\u4ef6\u6709\u4e71\u7801\uff0c\u7a7a\u6570\u7ec4\u90a3\u6761\u65ad\u8a00\u88ab\u6ce8\u91ca\u541e\u6389\u4e86\uff0c\u7b2c\u4e94\u6761\u65ad\u8a00\u5f00\u5934\u4e5f\u88ab\u6ce8\u91ca\u541e\u6389\uff0c\u540e\u9762\u7684\u8bed\u53e5\u770b\u8d77\u6765\u8dd1\u4e0d\u8d77\u6765\uff1b\u7b2c\u516d\u6761\u91cc id:5 \u90a3\u884c\u4e5f\u88ab\u6ce8\u91ca\u6389\u4e86\uff0c\u8f93\u5165\u548c\u671f\u671b\u5bf9\u4e0d\u4e0a\u3002<\/p>\n<p>\u672ccase\u6392\u540d\uff1aGLM 5.2 > Sonnet 5 > Kimi K2.7 Code > MiniMax M3 > DeepSeek V4 Pro<\/p>\n<h3><strong>case 3 \u4ee3\u7801\u5ba1\u67e5<\/strong><\/h3>\n<blockquote>\n<p>\u63d0\u793a\u8bcd\uff1a<\/p>\n<p>\u8bf7\u5ba1\u67e5\u4e0b\u9762\u8fd9\u6bb5 Node.js \u4ee3\u7801\uff0c\u627e\u51fa\u4f1a\u5bfc\u81f4\u7ebf\u4e0a\u6545\u969c\u3001\u5b89\u5168\u95ee\u9898\u6216\u6570\u636e\u9519\u4e71\u7684\u70b9\u3002\u6309\u4e25\u91cd\u7a0b\u5ea6\u6392\u5e8f\uff0c\u6bcf\u4e2a\u95ee\u9898\u7ed9\u51fa\u539f\u56e0\u548c\u6700\u5c0f\u4fee\u590d\u65b9\u6848\u3002<\/p>\n<p>app.post(\u2018\/transfer\u2019, async (req, res) => {<\/p>\n<p>const { from, to, amount } = req.body<\/p>\n<p>const user = await db.user.findFirst({ where: { id: from } })<\/p>\n<p>if (user.balance < amount) return res.send(\u2018no money\u2019)<\/p>\n<p>await db.user.update({ where: { id: from }, data: { balance: user.balance \u2013 amount } })<\/p>\n<p>const target = await db.user.findFirst({ where: { id: to } })<\/p>\n<p>await db.user.update({ where: { id: to }, data: { balance: target.balance + amount } })<\/p>\n<p>res.send(\u2018ok\u2019)<\/p>\n<p>})<\/p>\n<\/blockquote>\n<p><strong>Sonnet 5\uff1a<\/strong><\/p>\n<p> <img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-81584 aligncenter\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2026\/07\/Sonnet-pk-25.png\"  alt=\"\" width=\"604\" height=\"2159\" \/> <\/p>\n<p>Sonnet 5 \u6293\u4f4f\u4e86\u8f6c\u8d26\u4ee3\u7801\u7684\u6838\u5fc3\u673a\u5236\u95ee\u9898\uff1a\u94b1\u76f8\u5173\u64cd\u4f5c\u5fc5\u987b\u540c\u65f6\u6ee1\u8db3\u201c\u6263\u6b3e\u6210\u529f\u3001\u6536\u6b3e\u6210\u529f\u3001\u5931\u8d25\u56de\u6eda\u3001\u5e76\u53d1\u65f6\u4e0d\u80fd\u8d85\u6263\u201d\u3002\u5b83\u7ed9\u7684\u65b9\u6848\u7528\u4e8b\u52a1\u5305\u4f4f\u4e24\u8fb9\u66f4\u65b0\uff0c\u8fd8\u628a\u201c\u4f59\u989d\u591f\u4e0d\u591f\u201d\u548c\u201c\u6263\u6b3e\u201d\u5408\u6210\u4e00\u6b65\uff0c\u80fd\u62e6\u4f4f\u5e76\u53d1\u53cc\u82b1\u3002\u9274\u6743\u3001\u8d1f\u6570\u91d1\u989d\u3001\u8d26\u6237\u4e0d\u5b58\u5728\u3001\u72b6\u6001\u7801\u3001\u91cd\u590d\u63d0\u4ea4\u4e5f\u90fd\u8986\u76d6\u5230\u4e86\u3002<\/p>\n<p><strong>Kimi K2.7 Code\uff1a<\/strong><\/p>\n<p> <img loading=\"lazy\" decoding=\"async\" class=\"wp-image-81583 aligncenter\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2026\/07\/Sonnet-pk-26.png\"  alt=\"\" width=\"652\" height=\"2543\" \/> <\/p>\n<p>Kimi K2.7 Code \u91cd\u70b9\u6293\u5f97\u51c6\uff1a\u8ba4\u8bc1\u6765\u6e90\u3001\u8f93\u5165\u6821\u9a8c\u3001\u539f\u5b50\u6263\u6b3e\u3001\u4e8b\u52a1\u653e\u6b3e\u3002\u660e\u786e\u8bf4 from \u5e94\u8be5\u6765\u81ea\u767b\u5f55\u7528\u6237\uff0c\u4e0d\u80fd\u4fe1\u8bf7\u6c42\u4f53\uff0c\u8fd9\u70b9\u5f88\u5173\u952e\u3002\u5c0f\u95ee\u9898\u662f\u91d1\u989d\u5355\u4f4d\u5904\u7406\u6709\u70b9\u8df3\uff1a\u5148\u8bf4\u63a5\u53e3\u91d1\u989d\u53ef\u80fd\u662f\u5143\uff0c\u518d\u8f6c\u6210 cents\uff0c\u4f46\u793a\u4f8b\u9ed8\u8ba4\u6570\u636e\u5e93\u4f59\u989d\u4e5f\u5df2\u7ecf\u662f cents\u3002<\/p>\n<p><strong>GLM 5.2\uff1a<\/strong><\/p>\n<p> <img loading=\"lazy\" decoding=\"async\" class=\"wp-image-81587 aligncenter\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2026\/07\/Sonnet-pk-27.png\"  alt=\"\" width=\"630\" height=\"2713\" \/> <\/p>\n<p>GLM 5.2 \u80fd\u770b\u51fa\u662f\u5728\u60f3\u771f\u5b9e\u7ebf\u4e0a\u7cfb\u7edf\uff1a\u5e76\u53d1\u3001\u4f59\u989d\u4e0d\u8db3\u3001\u76ee\u6807\u8d26\u6237\u4e0d\u5b58\u5728\u3001\u9274\u6743\u3001\u91d1\u989d\u7cbe\u5ea6\u3001\u5e42\u7b49\u3001\u9650\u6d41\u3001\u8d85\u65f6\u90fd\u63d0\u5230\u4e86\u3002\u673a\u5236\u89e3\u91ca\u4e5f\u7ec6\uff0c\u4f46\u4fee\u590d\u65b9\u6848\u6709\u70b9\u5206\u6563\uff0c\u9274\u6743\u6392\u5230\u7b2c\u4e94\u4e5f\u504f\u4f4e\uff0c\u4efb\u610f\u4eba\u6307\u5b9a from \u8f6c\u8d70\u522b\u4eba\u94b1\u5e94\u8be5\u6392\u5728\u6700\u524d\u9762\u3002<\/p>\n<p><strong>MiniMax M3\uff1a<\/strong><\/p>\n<p> <img loading=\"lazy\" decoding=\"async\" class=\"wp-image-81585 aligncenter\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2026\/07\/Sonnet-pk-28.png\"  alt=\"\" width=\"648\" height=\"2454\" \/> <\/p>\n<p>MiniMax M3 \u628a\u5e42\u7b49\u3001\u5ba1\u8ba1\u65e5\u5fd7\u3001\u9650\u6d41\u3001\u9519\u8bef\u4f53\u90fd\u63d0\u5230\u4e86\uff0c\u50cf\u4e0a\u7ebf\u524d\u5b89\u5168\u6e05\u5355\u3002\u95ee\u9898\u662f\u6709\u51e0\u5904\u8bf4\u6cd5\u4e0d\u591f\u7a33\uff1aPrisma \u793a\u4f8b\u91cc\u628a balance: { gte: amount } \u653e\u8fdb update.where\uff1breq.body \u6ca1\u89e3\u6790\u90a3\u6bb5\u4e5f\u5224\u65ad\u9519\u4e86\uff0c\u89e3\u6784 undefined \u4f1a\u76f4\u63a5\u62a5\u9519\u3002<\/p>\n<p><strong>DeepSeek V4 Pro\uff1a<\/strong><\/p>\n<p> <img loading=\"lazy\" decoding=\"async\" class=\"wp-image-81586 aligncenter\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2026\/07\/Sonnet-pk-29.png\"  alt=\"\" width=\"664\" height=\"1538\" \/> <\/p>\n<p>DeepSeek V4 Pro \u6293\u5230\u4e86\u4e3b\u95ee\u9898\uff1a\u65e0\u4e8b\u52a1\u3001\u65e0\u9274\u6743\u3001\u8d1f\u6570\u91d1\u989d\u3001\u76ee\u6807\u8d26\u6237\u4e0d\u5b58\u5728\u3001\u6d6e\u70b9\u91d1\u989d\u3001\u5e42\u7b49\u3002\u4f46\u7b2c\u4e00\u4e2a\u4fee\u590d\uff1aDeepSeek V4 Pro \u4ecd\u7136\u5148\u8bfb\u4f59\u989d\u518d\u5224\u65ad\uff0c\u518d\u6263\u6b3e\u3002\u5e76\u53d1\u4e0b\u8fd8\u53ef\u80fd\u51fa\u9519\u3002\u6700\u4f4e\u9650\u5ea6\u5e94\u8be5\u7528\u201c\u4f59\u989d\u8db3\u591f\u624d\u6263\u6b3e\u201d\u7684\u5355\u6b65\u66f4\u65b0\u3002<\/p>\n<p>\u672c case \u6392\u540d\uff1aSonnet 5 > Kimi K2.7 Code > GLM 5.2 > MiniMax M3 > DeepSeek V4 Pro<\/p>\n<h3><strong>case 4 \u4ee3\u7801\u91cd\u6784<\/strong><\/h3>\n<blockquote>\n<p>\u63d0\u793a\u8bcd\uff1a<\/p>\n<p>\u8bf7\u628a\u4e0b\u9762\u51fd\u6570\u91cd\u6784\u6210\u66f4\u6613\u7ef4\u62a4\u7684\u7248\u672c\uff0c\u8981\u6c42\u884c\u4e3a\u4e0d\u53d8\uff0c\u5e76\u5199\u51fa\u4f60\u4f1a\u52a0\u7684\u6d4b\u8bd5\u7528\u4f8b\u3002\u4e0d\u8981\u5f15\u5165\u7b2c\u4e09\u65b9\u5e93\u3002<\/p>\n<p>function price(order) {<\/p>\n<p>let total = 0<\/p>\n<p>for (const item of order.items) {<\/p>\n<p>if (item.type === \u2018book\u2019) total += item.price * item.qty * 0.9<\/p>\n<p>else if (item.type === \u2018food\u2019) total += item.price * item.qty<\/p>\n<p>else if (item.type === \u2018luxury\u2019) total += item.price * item.qty * 1.2<\/p>\n<p>else total += item.price * item.qty<\/p>\n<p>}<\/p>\n<p>if (order.country === \u2018US\u2019) total *= 1.07<\/p>\n<p>if (order.country === \u2018DE\u2019) total *= 1.19<\/p>\n<p>if (order.vip) total *= 0.95<\/p>\n<p>return Math.round(total * 100) \/ 100<\/p>\n<p>}<\/p>\n<\/blockquote>\n<p><strong>Sonnet 5\uff1a<\/strong><\/p>\n<p> <img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-81590 aligncenter\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2026\/07\/Sonnet-pk-30.png\"  alt=\"\" width=\"601\" height=\"2654\" \/> <\/p>\n<p>Sonnet 5 \u6700\u8d34\u9898\uff1a\u62c6\u51fd\u6570\u3001\u7528\u67e5\u8868\u3001\u4fdd\u7559\u539f\u6765\u7684\u8ba1\u7b97\u987a\u5e8f\u548c Math.round(total * 100) \/ 100\u3002\u8fd8\u89e3\u91ca\u4e86\u4e3a\u4ec0\u4e48\u5faa\u73af\u7d2f\u52a0\u987a\u5e8f\u3001\u7a0e\u540e VIP\u3001\u672a\u77e5\u7c7b\u578b\u9ed8\u8ba4\u503c\u90fd\u6ca1\u6709\u53d8\u3002<\/p>\n<p><strong>Kimi K2.7 Code\uff1a<\/strong><br \/> <img loading=\"lazy\" decoding=\"async\" class=\"wp-image-81273 aligncenter\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2026\/07\/Sonnet-pk-9.png\"  alt=\"\" width=\"660\" height=\"547\" \/><\/p>\n<p>Kimi K2.7 Code7 \u4e2a\u6d4b\u8bd5\u901a\u8fc7\uff0c\u4ee3\u7801\u4e5f\u4fdd\u4f4f\u4e86\u539f\u884c\u4e3a\uff0c\u5c5e\u4e8e\u5408\u683c\u91cd\u6784\u3002\u4f46\u6d4b\u8bd5\u8986\u76d6\u9762\u504f\u5e38\u89c4\uff1b\u6ca1\u6709\u5355\u72ec\u538b\u4e00\u904d food \u9ed8\u8ba4\u5206\u652f\u548c\u65e0 country \u8fd9\u79cd\u5c0f\u4f46\u5e38\u89c1\u7684\u884c\u4e3a\u3002<\/p>\n<p><strong>GLM 5.2\uff1a<\/strong><br \/> <img loading=\"lazy\" decoding=\"async\" class=\"wp-image-81269 aligncenter\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2026\/07\/Sonnet-pk-10.png\"  alt=\"\" width=\"667\" height=\"258\" \/><br \/> GLM 5.2 \u7684 11 \u4e2a\u6d4b\u8bd5\u90fd\u901a\u8fc7\uff0c\u4ee3\u7801\u5f88\u5e72\u51c0\uff0c\u7c7b\u578b\u4e5f\u8865\u5f97\u5408\u9002\u3002ITEM_MULTIPLIERS \/ TAX_RATES \u8ba9\u65b0\u589e\u54c1\u7c7b\u548c\u56fd\u5bb6\u66f4\u5bb9\u6613\uff0c\u6574\u4f53\u6ca1\u6709\u4e71\u52a0\u9700\u6c42\u3002<\/p>\n<p><strong>MiniMax M3\uff1a<\/strong><\/p>\n<p> <img loading=\"lazy\" decoding=\"async\" class=\"wp-image-81275 aligncenter\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2026\/07\/Sonnet-pk-12.png\"  alt=\"\" width=\"658\" height=\"467\" \/> <\/p>\n<p>MiniMax M3\u4ee3\u7801\u5de5\u7a0b\u5473\u5f88\u91cd\uff0c22 \u4e2a\u6d4b\u8bd5\u4e5f\u90fd\u8fc7\uff0c\u4f46\u8fd9\u8f6e\u9898\u76ee\u662f\u201c\u91cd\u6784\u201d\uff0cMiniMax \u4e3b\u52a8\u6539\u4e86\u884c\u4e3a\uff1a\u52a0\u4e86\u8f93\u5165\u6821\u9a8c\u3001\u9650\u5236 vip \u7c7b\u578b\u3001\u62d2\u7edd\u8d1f\u6570\u548c\u5c0f\u6570\u6570\u91cf\uff0c\u8fd8\u628a\u820d\u5165\u4ece Math.round \u6362\u6210 toFixed\u3002<\/p>\n<p><strong>DeepSeek V4 Pro\uff1a<\/strong><\/p>\n<p> <img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-81276 aligncenter\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2026\/07\/Sonnet-pk-13.png\"  alt=\"\" width=\"628\" height=\"896\" \/> <\/p>\n<p>DeepSeek V4 Pro\u672c\u5730\u7528 vite-node \u8dd1\u901a\u4e86\u6d4b\u8bd5\uff0c\u5b9e\u9645\u662f 13 \u4e2a\u90fd\u8fc7\u3002\u5b9e\u73b0\u65b9\u5411\u6ca1\u95ee\u9898\uff1a\u8868\u9a71\u52a8\u3001\u5355\u54c1\u8ba1\u7b97\u3001\u7a0e\u3001VIP\u3001\u820d\u5165\u90fd\u4fdd\u4f4f\u4e86\u3002\u8fd8\u5355\u72ec\u6d4b\u4e86\u65e0 country\u3001\u7ec4\u5408\u573a\u666f\u3001\u591a\u7c7b\u578b\u3001\u4e24\u4e2a\u820d\u5165\u4f8b\u5b50\u3002<\/p>\n<p>\u672c case \u6392\u540d\uff1aSonnet 5 > GLM 5.2 > DeepSeek V4 Pro > Kimi K2.7 Code > MiniMax M3<\/p>\n<h3><strong>case 5 \u4e2d\u6587\u5199\u4f5c<\/strong><\/h3>\n<blockquote>\n<p>\u63d0\u793a\u8bcd\uff1a<\/p>\n<p>\u8bf7\u628a\u4e0b\u9762\u8fd9\u6bb5\u4ea7\u54c1\u4ecb\u7ecd\u6539\u6210\u4e00\u6bb5\u81ea\u7136\u3001\u6709\u8bf4\u670d\u529b\u7684\u4e2d\u6587\u5b98\u7f51\u6587\u6848\u3002\u8981\u6c42\uff1a\u4e0d\u8981 AI \u8154\uff0c\u4e0d\u8981\u7a7a\u6cdb\u5f62\u5bb9\u8bcd\uff0c\u4e0d\u8981\u201c\u8d4b\u80fd\u3001\u95ed\u73af\u3001\u91cd\u5851\u3001\u6781\u81f4\u201d\u7b49\u8bcd\u3002\u4fdd\u7559\u5173\u952e\u4fe1\u606f\uff0c\u63a7\u5236\u5728 180 \u5b57\u4ee5\u5185\u3002<\/p>\n<p>[\u58a8\u6597\u53ef\u4ee5\u6574\u7406\u96f6\u6563\u7d20\u6750\u3001\u63d0\u70bc\u6587\u7ae0\u7ed3\u6784\u3001\u6539\u5199\u4e0d\u540c\u8bed\u6c14\u3001\u68c0\u67e5 AI \u5473\u548c\u654f\u611f\u8868\u8fbe\uff0c\u8fd8\u80fd\u4fdd\u5b58\u4f5c\u8005\u5e38\u7528\u8bcd\u548c\u56fa\u5b9a\u8bf4\u6cd5\u3002]<\/p>\n<\/blockquote>\n<p><strong>Sonnet 5\uff1a<\/strong><\/p>\n<p> <img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-81277 aligncenter\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2026\/07\/Sonnet-pk-14.png\"  alt=\"\" width=\"597\" height=\"403\" \/> <\/p>\n<p>Sonnet 5 \u5f00\u5934\u4ece\u7d20\u6750\u6563\u5728\u5907\u5fd8\u5f55\u3001\u804a\u5929\u8bb0\u5f55\u3001\u5f55\u97f3\u8f6c\u5199\u91cc\u8fd9\u4e9b\u75db\u70b9\u5207\u8fdb\u53bb\uff0c\u540e\u9762\u81ea\u7136\u5e26\u51fa\u6574\u7406\u3001\u6539\u5199\u3001\u67e5 AI \u5473\u3001\u4fdd\u5b58\u4e2a\u4eba\u8868\u8fbe\uff0c\u5f88\u50cf\u771f\u5b9e\u4ea7\u54c1\u6587\u6848\u3002<\/p>\n<p><strong>Kimi K2.7 Code\uff1a<\/strong><\/p>\n<p> <img loading=\"lazy\" decoding=\"async\" class=\"wp-image-81274 aligncenter\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2026\/07\/Sonnet-pk-15.png\"  alt=\"\" width=\"659\" height=\"102\" \/> <\/p>\n<p>Kimi K2.7 Code \u957f\u5ea6\u3001\u5bf9\u8c61\u3001\u529f\u80fd\u3001\u573a\u666f\u90fd\u6ee1\u8db3\u8981\u6c42\uff0c\u4e5f\u6ca1\u6709\u4e71\u52a0\u8bbe\u5b9a\u3002<\/p>\n<p><strong>GLM 5.2\uff1a<\/strong><\/p>\n<p> <img loading=\"lazy\" decoding=\"async\" class=\"wp-image-81282 aligncenter\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2026\/07\/Sonnet-pk-16.png\"  alt=\"\" width=\"667\" height=\"127\" \/> <\/p>\n<p>GLM 5.2 \u7684\uff1a\u5c11\u51e0\u8f6e\u8fd4\u5de5\uff0c\u8fd9\u53e5\u4e0d\u9519\u3002\u4f46 40 \u5206\u949f\u8bbf\u8c08\uff0c\u4e8c\u5341\u5206\u949f\uff0c\u80fd\u76f4\u63a5\u53d1\uff0c\u8fd9\u4e9b\u5c5e\u4e8e\u81ea\u5df1\u52a0\u7684\u529f\u80fd\u3002<\/p>\n<p><strong>MiniMax M3\uff1a<\/strong><\/p>\n<p> <img loading=\"lazy\" decoding=\"async\" class=\"wp-image-81283 aligncenter\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2026\/07\/Sonnet-pk-17.png\"  alt=\"\" width=\"679\" height=\"153\" \/> <\/p>\n<p>MiniMax M3 \u8d85\u51fa 180 \u5b57\uff0c\u8fd8\u52a0\u4e86\uff0c\u684c\u9762\u7aef\uff0c\u654f\u611f\u8bcd\u6e05\u5355\uff0c\u8fd9\u4e9b\u6ca1\u7ed9\u7684\u8bbe\u5b9a\u3002\u8bfb\u8d77\u6765\u4e5f\u50cf\u4ea7\u54c1\u9875\u8be6\u60c5\uff0c\u4e0d\u50cf\u4ea7\u54c1\u4ecb\u7ecd\u3002<\/p>\n<p><strong>DeepSeek V4 Pro\uff1a<\/strong><\/p>\n<p> <img loading=\"lazy\" decoding=\"async\" class=\"wp-image-81284 aligncenter\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2026\/07\/Sonnet-pk-18.png\"  alt=\"\" width=\"669\" height=\"165\" \/> <\/p>\n<p>DeepSeek V4 Pro \u66f4\u50cf\u535a\u4e3b\u63a8\u8350\u8bed\uff1b\u5176\u4e2d\uff1a\u4e00\u80a1\u8111\u6254\u8fdb\u53bb\uff0c\u5f53\u7136\u4e0d\u4e00\u6837\uff0c\u592a\u53e3\u8bed\u5316\u4e86\uff0c\u79bb\u5b98\u7f51\u4ecb\u7ecd\u8fd9\u4e2a\u5c5e\u6027\u8fdc\u4e86\u4e00\u70b9\u3002<\/p>\n<p>\u672c case \u6392\u540d\uff1aSonnet 5 > Kimi K2.7 Code > GLM 5.2 > MiniMax M3 > DeepSeek V4 Pro<\/p>\n<h3><strong>case 6 \u6570\u636e\u5206\u6790<\/strong><\/h3>\n<blockquote>\n<p>\u63d0\u793a\u8bcd\uff1a<\/p>\n<p>\u4e0b\u9762\u662f\u67d0\u4ea7\u54c1 8 \u5468\u7684\u6570\u636e\uff0c\u8bf7\u5224\u65ad\u589e\u957f\u662f\u5426\u5065\u5eb7\uff0c\u5e76\u6307\u51fa\u6700\u8be5\u4f18\u5148\u89e3\u51b3\u7684\u95ee\u9898\u3002<\/p>\n<p>week, visitors, signup_rate, activation_rate, paid_rate, churn_rate<\/p>\n<p>1, 10000, 8.0%, 42%, 6.0%, 3.0%<\/p>\n<p>2, 12000, 7.5%, 39%, 5.8%, 3.4%<\/p>\n<p>3, 15000, 6.8%, 35%, 5.2%, 4.1%<\/p>\n<p>4, 18000, 6.1%, 31%, 4.7%, 4.8%<\/p>\n<p>5, 22000, 5.4%, 28%, 4.2%, 5.6%<\/p>\n<p>6, 26000, 4.9%, 24%, 3.8%, 6.3%<\/p>\n<p>7, 30000, 4.4%, 21%, 3.4%, 7.1%<\/p>\n<p>8, 35000, 3.9%, 18%, 3.0%, 8.0%<\/p>\n<\/blockquote>\n<p><strong>Sonnet 5\uff1a<\/strong><\/p>\n<p> <img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-81278 aligncenter\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2026\/07\/Sonnet-pk-19.png\"  alt=\"\" width=\"605\" height=\"629\" \/> <\/p>\n<p>Sonnet 5 \u6293\u4f4f\u4e86\uff0c\u6240\u6709\u8f6c\u5316\u7387\u4e00\u8d77\u5e73\u6ed1\u4e0b\u6ed1\uff0c\u8fd9\u4e2a\u4fe1\u53f7\uff0c\u4f18\u5148\u6000\u7591\u4f4e\u8d28\u91cf\u6d41\u91cf\u3002\u4f46\u662f\u4ed8\u8d39\u4eba\u6570\u7b97\u6cd5\u6709\u53e3\u5f84\u95ee\u9898\uff1a\u5b83\u8bf4\u6309\u987a\u5e8f\u6f0f\u6597\u7b97\uff0c\u4f46\u8868\u91cc\u4ed8\u8d39\u4eba\u6570\u6ca1\u6709\u4e58\u6fc0\u6d3b\u7387\u3002<\/p>\n<p><strong>Kimi K2.7 Code\uff1a<\/strong><\/p>\n<p> <img loading=\"lazy\" decoding=\"async\" class=\"wp-image-81279 aligncenter\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2026\/07\/Sonnet-pk-20.png\"  alt=\"\" width=\"601\" height=\"397\" \/> <\/p>\n<p>Kimi K2.7 Code \u7b80\u6d01\u3001\u6e05\u695a\u7684\u8bf4\u660e\u4e86 paid_rate \u7684\u5047\u8bbe\u3002\u4f46\u5bf9\u6d41\u91cf\u8d28\u91cf\u7684\u539f\u56e0\u5224\u65ad\u653e\u5f97\u592a\u9760\u540e\u3002<\/p>\n<p><strong>GLM 5.2\uff1a<\/strong><\/p>\n<p> <img loading=\"lazy\" decoding=\"async\" class=\"wp-image-81280 aligncenter\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2026\/07\/Sonnet-pk-21.png\"  alt=\"\" width=\"633\" height=\"663\" \/> <\/p>\n<p>GLM 5.2 \u7b97\u6570\u57fa\u672c\u5bf9\uff0c\u5206\u6790\u4e5f\u5b8c\u6574\uff0c\u4f46\u7ed3\u8bba\u504f\uff0c \u6fc0\u6d3b\u662f\u552f\u4e00\u74f6\u9888\uff0c\u5bb9\u6613\u9519\u8fc7\u7b2c 2 \u5230\u7b2c 3 \u5468\u6e20\u9053\u53d8\u5316\u8fd9\u4e2a\u66f4\u5927\u7684\u7ebf\u7d22\u3002<\/p>\n<p><strong>MiniMax M3\uff1a<\/strong><\/p>\n<p> <img loading=\"lazy\" decoding=\"async\" class=\"wp-image-81591 aligncenter\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2026\/07\/Sonnet-pk-31.png\"  alt=\"\" width=\"622\" height=\"1268\" \/> <\/p>\n<p>MiniMax M3 \u80fd\u770b\u5230\u6d41\u91cf\u8d28\u91cf\u548c\u6fc0\u6d3b\u627f\u63a5\uff0c\u4f46\u5173\u952e\u7b97\u9519\u4e86\u3002<\/p>\n<p><strong>DeepSeek V4 Pro\uff1a<\/strong><\/p>\n<p> <img loading=\"lazy\" decoding=\"async\" class=\"wp-image-81281 aligncenter\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2026\/07\/Sonnet-pk-22.png\"  alt=\"\" width=\"617\" height=\"538\" \/> <\/p>\n<p>DeepSeek V4 Pro \u7b97\u51fa\u4e86\u7b2c 8 \u5468\u4ed8\u8d39\u4eba\u6570\u4ece\u7ea6 20 \u6389\u5230\u7ea6 7\uff0c\u5224\u65ad\uff1a\u8bbf\u95ee\u6da8\u3001\u6fc0\u6d3b\u548c\u4ed8\u8d39\u7edd\u5bf9\u4eba\u6570\u4e0b\u964d\uff0c\u5f88\u51c6\u3002\u673a\u5236\u4e5f\u8bb2\u6e05\u695a\u4e86\uff1a\u95ee\u9898\u8868\u9762\u5728\u6fc0\u6d3b\u7387\uff0c\u6839\u5b50\u5927\u6982\u7387\u5728\u6d41\u91cf\u8d28\u91cf\uff0c\u5904\u7406\u52a8\u4f5c\u4e5f\u843d\u5230\u6309\u6e20\u9053\u62c6\u5206\u3002<\/p>\n<p>\u672c case \u6392\u540d\uff1aDeepSeek V4 Pro > Sonnet 5 > Kimi K2.7 Code > GLM 5.2 > MiniMax M3<\/p>\n<h3><strong>case 7 \u7f51\u9875\u751f\u6210<\/strong><\/h3>\n<blockquote>\n<p>\u63d0\u793a\u8bcd\uff1a<\/p>\n<p>\u8bf7\u505a\u4e00\u4e2a\u5355\u9875\u5546\u54c1\u5b98\u7f51\uff0c\u54c1\u724c\u540d\u53eb VelaRun\uff0c\u65b0\u54c1\u662f\u4e00\u53cc\u57ce\u5e02\u8bad\u7ec3\u8dd1\u978b VelaRun Tempo\u3002<\/p>\n<p>\u8981\u6c42\uff1a<\/p>\n<p>1. \u9996\u5c4f\u5fc5\u987b\u8ba9\u7528\u6237\u4e00\u773c\u770b\u5230\u978b\u5b50\uff0c\u4e0d\u8981\u628a\u4ea7\u54c1\u85cf\u5728\u5361\u7247\u6216\u5c0f\u56fe\u91cc\u3002<\/p>\n<p>2. \u9875\u9762\u5305\u542b\uff1a<\/p>\n<p>\u2013 \u9876\u90e8\u5bfc\u822a<\/p>\n<p>\u2013 Hero \u533a\uff1a\u4ea7\u54c1\u5927\u56fe\u3001\u4ea7\u54c1\u540d\u3001\u4ef7\u683c\u3001\u989c\u8272\u9009\u62e9\u3001\u5c3a\u7801\u9009\u62e9\u3001\u52a0\u5165\u8d2d\u7269\u8f66<\/p>\n<p>\u2013 \u5356\u70b9\u533a\uff1a\u7f13\u9707\u3001\u900f\u6c14\u3001\u7a33\u5b9a\u3001\u91cd\u91cf<\/p>\n<p>\u2013 \u56fe\u7247\u6545\u4e8b\u533a\uff1a\u57ce\u5e02\u8dd1\u6b65\u573a\u666f\uff0c\u4e0d\u8981\u7528\u62bd\u8c61\u63d2\u753b<\/p>\n<p>\u2013 \u89c4\u683c\u53c2\u6570\u533a<\/p>\n<p>\u2013 \u7528\u6237\u8bc4\u4ef7\u533a<\/p>\n<p>\u2013 \u79fb\u52a8\u7aef\u56fa\u5b9a\u8d2d\u4e70\u680f<\/p>\n<p>3. \u4ea4\u4e92\uff1a<\/p>\n<p>\u2013 \u989c\u8272\u5207\u6362\u4f1a\u66f4\u65b0\u4e3b\u56fe\u548c\u9009\u4e2d\u72b6\u6001<\/p>\n<p>\u2013 \u5c3a\u7801\u672a\u9009\u65f6\u70b9\u51fb\u8d2d\u4e70\u8981\u63d0\u793a<\/p>\n<p>\u2013 \u52a0\u5165\u8d2d\u7269\u8f66\u540e\u663e\u793a\u5c0f\u578b toast<\/p>\n<p>4. \u98ce\u683c\uff1a\u5e72\u51c0\u3001\u6709\u8fd0\u52a8\u611f\uff0c\u4e0d\u80fd\u50cf\u6a21\u677f\u7ad9\u3002\u907f\u514d\u5927\u9762\u79ef\u84dd\u7d2b\u6e10\u53d8\u548c\u5706\u89d2\u5361\u7247\u5806\u53e0\u3002<\/p>\n<p>5. \u54cd\u5e94\u5f0f\u8981\u5b8c\u6574\uff0c\u624b\u673a\u7aef\u56fe\u7247\u3001\u6309\u94ae\u3001\u6587\u6848\u4e0d\u80fd\u91cd\u53e0\u3002<\/p>\n<p>6. \u7528 React + TypeScript \u5b9e\u73b0\uff0cCSS \u81ea\u5199\u3002<\/p>\n<p>7. \u7ed9\u51fa\u5b8c\u6574\u53ef\u8fd0\u884c\u4ee3\u7801\u3002<\/p>\n<\/blockquote>\n<p><strong>Sonnet 5\uff1a<\/strong><\/p>\n<p> <img loading=\"lazy\" decoding=\"async\" class=\"wp-image-81588 aligncenter\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2026\/07\/Sonnet-pk-32.png\"  alt=\"\" width=\"689\" height=\"1730\" \/> <\/p>\n<p>Sonnet 5 \u8d2d\u7269\u673a\u5236\u505a\u5f97\u5f88\u5b8c\u6574\uff1a\u989c\u8272\u3001\u5c3a\u7801\u3001\u7f3a\u5c3a\u7801\u63d0\u793a\u3001\u552e\u7f44\u5c3a\u7801\u3001\u8d2d\u7269\u8f66\u6570\u91cf\u3001toast\u3001\u79fb\u52a8\u7aef\u8d2d\u4e70\u680f\u90fd\u6709\uff0c\u9875\u9762\u7ed3\u6784\u4e5f\u5b8c\u6574\u3002<\/p>\n<p><strong>Kimi K2.7 Code\uff1a<\/strong><\/p>\n<p> <img loading=\"lazy\" decoding=\"async\" class=\"wp-image-81589 aligncenter\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2026\/07\/Sonnet-pk-33.png\"  alt=\"\" width=\"679\" height=\"1595\" \/> <\/p>\n<p>Kimi K2.7 Code \u5e03\u5c40\u4e5f\u57fa\u672c\u5b8c\u6574\uff0c\u4f46\u611f\u89c9\u5f88\u6a21\u677f\u5316\u3002\u4f46\u8d2d\u7269\u8f66\u6ca1\u6709\u6570\u91cf\u53cd\u9988\uff0c\u4ea4\u4e92\u53ea\u505a\u5230\u989c\u8272\u3001\u5c3a\u7801\u548c\u63d0\u793a\u3002<\/p>\n<p><strong>GLM 5.2\uff1a<\/strong><\/p>\n<p> <img loading=\"lazy\" decoding=\"async\" class=\"wp-image-81593 aligncenter\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2026\/07\/Sonnet-pk-34.png\"  alt=\"\" width=\"661\" height=\"836\" \/> <\/p>\n<p>GLM 5.2 \u89c6\u89c9\u5e72\u51c0\uff0c\u89c4\u683c\u3001\u5356\u70b9\u3001\u57ce\u5e02\u6d4b\u8bd5\u6545\u4e8b\u8fd9\u4e9b\u5185\u5bb9\u6bd4\u8f83\u50cf\u771f\u5b9e\u5546\u54c1\u9875\u3002\u4f46\u4ea4\u4e92\u5f88\u6d45\uff0c\u8d2d\u7269\u888b\u6570\u5b57\u662f\u9759\u6001\u7684\uff0c\u9875\u9762\u66f4\u50cf\u5c55\u793a\u9875\u3002<\/p>\n<p><strong>MiniMax M3\uff1a<\/strong><\/p>\n<p> <img loading=\"lazy\" decoding=\"async\" class=\"wp-image-81594 aligncenter\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2026\/07\/Sonnet-pk-35.png\"  alt=\"\" width=\"663\" height=\"1569\" \/> <\/p>\n<p>MiniMax M3 \u662f\u6697\u8272\u98ce\u683c\uff0c\u7ec4\u4ef6\u62c6\u5f97\u6e05\u695a\uff0c\u9875\u9762\u4fe1\u606f\u91cf\u8db3\uff0c\u8d2d\u4e70\u548c\u5fc3\u613f\u5355\u6309\u94ae\u4e5f\u6709\u7535\u5546\u611f\u3002\u4f46\u4e2d\u95f4\u8fd9\u4e2a\u7eff\u8272\u7684\u8bbe\u8ba1\u6211\u770b\u4e0d\u61c2\u3002<\/p>\n<p><strong>DeepSeek V4 Pro\uff1a<\/strong><\/p>\n<p> <img loading=\"lazy\" decoding=\"async\" class=\"wp-image-81592 aligncenter\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2026\/07\/Sonnet-pk-36.png\"  alt=\"\" width=\"655\" height=\"1760\" \/> <\/p>\n<p>DeepSeek V4 Pro \u9664\u4e86\u7528 SVG \u753b\u4e86\u978b\uff0c\u753b\u5f97\u6709\u70b9\u50cf\u7b80\u5316\u6a21\u578b\uff0c\u8d28\u611f\u4e0d\u5982\u771f\u5546\u54c1\u56fe\uff0c\u5176\u4ed6\u5730\u65b9\u90fd\u5f88\u597d\u3002<\/p>\n<p>\u672c case \u6392\u540d\uff1a Sonnet 5 > DeepSeek V4 Pro >MiniMax M3 > GLM 5.2 > Kimi K2.7 Code<\/p>\n<h3><strong>case 8 3D\u52a8\u753b<\/strong><\/h3>\n<blockquote>\n<p>\u63d0\u793a\u8bcd\uff1a<\/p>\n<p>\u8bf7\u505a\u4e00\u4e2a\u5355\u9875 3D \u4ea7\u54c1\u5b98\u7f51\uff0c\u4ea7\u54c1\u540d\u53eb EchoStone\uff0c\u662f\u4e00\u6b3e\u684c\u9762\u667a\u80fd\u97f3\u7bb1\u3002<\/p>\n<p>\u6280\u672f\u8981\u6c42\uff1a<\/p>\n<p>1. \u4f7f\u7528 React + TypeScript + Three.js\u3002<\/p>\n<p>2. \u9996\u5c4f\u5fc5\u987b\u662f\u5168\u5c4f 3D \u573a\u666f\uff0c\u4e0d\u8981\u628a 3D \u653e\u5728\u5c0f\u5361\u7247\u91cc\u3002<\/p>\n<p>3. 3D \u573a\u666f\u91cc\u8981\u6709\u4e00\u4e2a\u53ef\u65cb\u8f6c\u7684\u667a\u80fd\u97f3\u7bb1\u6a21\u578b\uff0c\u53ef\u4ee5\u7528 Three.js \u57fa\u7840\u51e0\u4f55\u4f53\u7ec4\u5408\u5efa\u6a21\uff0c\u4e0d\u8981\u4f9d\u8d56\u5916\u90e8 3D \u6587\u4ef6\u3002<\/p>\n<p>4. \u97f3\u7bb1\u9700\u8981\u5305\u542b\uff1a<\/p>\n<p>\u2013 \u5706\u67f1\u4e3b\u4f53<\/p>\n<p>\u2013 \u9876\u90e8\u89e6\u63a7\u73af<\/p>\n<p>\u2013 \u626c\u58f0\u5668\u7f51\u5b54\u7eb9\u7406\u6216\u5b54\u9635\u5217<\/p>\n<p>\u2013 \u4e00\u6761\u53d1\u5149\u72b6\u6001\u706f<\/p>\n<p>5. \u4ea4\u4e92\uff1a<\/p>\n<p>\u2013 \u9f20\u6807\u62d6\u62fd\u65cb\u8f6c\u4ea7\u54c1<\/p>\n<p>\u2013 \u6eda\u8f6e\u7f29\u653e\u6709\u9650\u5236<\/p>\n<p>\u2013 \u70b9\u51fb\u989c\u8272\u6309\u94ae\u5207\u6362\u673a\u8eab\u989c\u8272<\/p>\n<p>\u2013 \u70b9\u51fb\u201c\u64ad\u653e\u6f14\u793a\u201d\u540e\uff0c\u72b6\u6001\u706f\u548c\u58f0\u6ce2\u52a8\u753b\u5f00\u59cb\u8fd0\u52a8<\/p>\n<p>6. \u9875\u9762\u5185\u5bb9\uff1a<\/p>\n<p>\u2013 \u9876\u90e8\u5bfc\u822a<\/p>\n<p>\u2013 Hero \u6587\u6848\u8986\u76d6\u5728 3D \u573a\u666f\u4e0a<\/p>\n<p>\u2013 \u989c\u8272\u9009\u62e9<\/p>\n<p>\u2013 \u4e09\u4e2a\u5356\u70b9<\/p>\n<p>\u2013 \u6280\u672f\u53c2\u6570\u533a<\/p>\n<p>7. \u98ce\u683c\uff1a\u9ad8\u7ea7\u6d88\u8d39\u7535\u5b50\uff0c\u514b\u5236\u3001\u5e72\u51c0\uff0c\u4e0d\u8981\u84dd\u7d2b\u6e10\u53d8\uff0c\u4e0d\u8981\u53d1\u5149\u7403\u80cc\u666f\u3002<\/p>\n<p>8. \u54cd\u5e94\u5f0f\uff1a\u684c\u9762\u548c\u624b\u673a\u7aef 3D \u6784\u56fe\u90fd\u4e0d\u80fd\u7a7a\u767d\u3001\u88c1\u5207\u4e25\u91cd\u6216\u906e\u4f4f\u4e3b\u8981\u6309\u94ae\u3002<\/p>\n<p>9. \u7ed9\u51fa\u5b8c\u6574\u53ef\u8fd0\u884c\u4ee3\u7801\u3002<\/p>\n<\/blockquote>\n<p><strong>Sonnet 5\uff1a<\/strong><\/p>\n<p style=\"width: 100%; height: 400px;\"><iframe style=\"width: 100%; height: 100%;\" src=\"https:\/\/player.bilibili.com\/player.html?isOutside=true&#038;aid=116870455824700&#038;bvid=BV1BmTD6ZEDx&#038;cid=39689653482&#038;p=1\" frameborder=\"no\" scrolling=\"no\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n<p>Sonnet 5 \u76843D \u672c\u4f53\u9996\u5c4f\u5c31\u51fa\u6765\u4e86\uff0c\u5706\u67f1\u673a\u8eab\u3001\u9876\u90e8\u89e6\u63a7\u73af\u3001\u7f51\u5b54\u3001\u706f\u6761\u3001\u58f0\u6ce2\u5708\u90fd\u6709\uff0c\u62d6\u62fd\u65cb\u8f6c\u548c\u6eda\u8f6e\u7f29\u653e\u4e5f\u5b8c\u6574\u3002\u673a\u5236\u4e0a\u6709 resize\u3001\u6e05\u7406\u8d44\u6e90\u3001\u5b9e\u4f8b\u5316\u7f51\u5b54\uff0c\u50cf\u4e00\u4efd\u80fd\u7ee7\u7eed\u7ef4\u62a4\u7684\u4ea7\u54c1 demo\u3002<\/p>\n<p><strong>Kimi K2.7 Code\uff1a<\/strong><\/p>\n<p style=\"width: 100%; height: 400px;\"><iframe style=\"width: 100%; height: 100%;\" src=\"https:\/\/player.bilibili.com\/player.html?isOutside=true&#038;aid=116870455826247&#038;bvid=BV1BmTD6ZE6E&#038;cid=39689653310&#038;p=1\" frameborder=\"no\" scrolling=\"no\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n<p>Kimi K2.7 Code \u529f\u80fd\u9f50\uff0cOrbitControls\u3001\u989c\u8272\u5207\u6362\u3001\u58f0\u6ce2\u52a8\u753b\u90fd\u6709\uff0c\u6574\u4f53\u80fd\u8dd1\u3002\u95ee\u9898\u662f\u7ed3\u6784\u504f\u96c6\u4e2d\uff0c\u89c6\u89c9\u5b8c\u6210\u5ea6\u6709\u70b9\u7c97\u7cd9\u3002<\/p>\n<p><strong>GLM 5.2\uff1a<\/strong><\/p>\n<p style=\"width: 100%; height: 400px;\"><iframe style=\"width: 100%; height: 100%;\" src=\"https:\/\/player.bilibili.com\/player.html?isOutside=true&#038;aid=116870455762229&#038;bvid=BV17mTD6ZE4z&#038;cid=39689653295&#038;p=1\" frameborder=\"no\" scrolling=\"no\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n<p>GLM 5.2 \u7684\u9876\u90e8\u523b\u5ea6\u3001\u7f51\u5b54\u90fd\u6ca1\u6709\u3002\u97f3\u6ce2\u51fa\u6765\u7684\u65b9\u5411\u6709\u70b9\u602a\uff0c\u800c\u4e14\u6a21\u578b\u592a\u5927\uff0c\u538b\u5230\u6807\u9898\u548c\u63a7\u4ef6\u4e86\u3002<\/p>\n<p><strong>MiniMax M3\uff1a<\/strong><\/p>\n<p style=\"width: 100%; height: 400px;\"><iframe style=\"width: 100%; height: 100%;\" src=\"https:\/\/player.bilibili.com\/player.html?isOutside=true&#038;aid=116870455761453&#038;bvid=BV17mTD6ZESQ&#038;cid=39689653459&#038;p=1\" frameborder=\"no\" scrolling=\"no\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n<p>MiniMax M3 \u6a21\u578b\u7ec6\u8282\u548c\u52a8\u753b\u673a\u5236\u5f88\u5f3a\uff0c\u5e95\u5ea7\u3001\u706f\u5e26\u3001\u60ac\u6d6e\u52a8\u6548\u90fd\u505a\u4e86\uff0c\u4f46\u662f\u58f0\u6ce2\u505a\u6ca1\u51fa\u6765\u3002<\/p>\n<p><strong>DeepSeek V4 Pro\uff1a<\/strong><\/p>\n<p style=\"width: 100%; height: 400px;\"><iframe style=\"width: 100%; height: 100%;\" src=\"https:\/\/player.bilibili.com\/player.html?isOutside=true&#038;aid=116870455761474&#038;bvid=BV17mTD6ZEUL&#038;cid=39689653387&#038;p=1\" frameborder=\"no\" scrolling=\"no\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n<p>DeepSeek V4 Pro \u4e0d\u77e5\u9053\u4e3a\u5565\uff0c\u6a21\u578b\u591a\u4e86\u4e00\u4e2a\u73af\uff0c\u8fd9\u4e2a\u6263\u5927\u5206\u3002\u5176\u4ed6\u90fd\u8fd8\u633a\u4e0d\u9519\u7684\uff0c\u8be5\u6709\u7684\u90fd\u6709\u3002<\/p>\n<p>\u672c case \u6392\u540d\uff1aSonnet 5 > MiniMax M3 > Kimi K2.7 Code > GLM 5.2 > DeepSeek V4 Pro<\/p>\n<p>\u00a0<\/p>\n<h1 style=\"text-align: center;\"><span style=\"font-size: 24pt;\">02. \u5404\u6a21\u578b\u8bc4\u4ef7<\/span><\/h1>\n<p>\u00a0<\/p>\n<p>Sonnet 5 \u770b\u8d77\u6765\u8fd8\u662f\u6bd4\u8f83\u7a33\u7684\u30028 \u4e2a case \u91cc\uff0cSonnet 5 \u5728\u4ee3\u7801\u5ba1\u67e5\u3001\u4ee3\u7801\u91cd\u6784\u3001\u4e2d\u6587\u5199\u4f5c\u3001\u7f51\u9875\u751f\u6210\u30013D \u52a8\u753b\u8fd9\u4e9b\u7efc\u5408\u4efb\u52a1\u4e0a\u6392\u7b2c\u4e00\uff1b\u6ca1\u62ff\u7b2c\u4e00\u7684\u51e0\u9879\uff0c\u4e5f\u57fa\u672c\u6392\u5728\u7b2c\u4e8c\u3002<\/p>\n<p>\u56db\u4e2a\u5f00\u6e90\u6a21\u578b\u5404\u6709\u957f\u677f\uff1a<\/p>\n<ul class=\"list-paddingleft-2\">\n<li>GLM 5.2 \u5728\u8fb9\u754c\u6761\u4ef6\u548c\u7c7b\u578b\u4fdd\u62a4\u4e0a\u6700\u597d\u3002<\/li>\n<li>Kimi K2.7 Code \u6267\u884c\u7a33\u5b9a\uff0c\u6d4b\u8bd5\u3001\u8bf4\u660e\u90fd\u6bd4\u8f83\u5b8c\u6574\u3002<\/li>\n<li>MiniMax M3 \u5bb9\u6613\u7ed9\u51fa\u5de5\u7a0b\u611f\u5f88\u5f3a\u7684\u65b9\u6848\uff0c\u91d1\u989d\u89e3\u6790\u548c 3D \u6a21\u578b\u7ec6\u8282\u90fd\u4e0d\u9519\u3002<\/li>\n<li>DeepSeek V4 Pro \u5728\u6570\u636e\u5206\u6790\u91cc\u8868\u73b0\u6700\u597d\u3002<\/li>\n<\/ul>\n<p>\u00a0<\/p>\n<h1 style=\"text-align: center;\"><span style=\"font-size: 24pt;\">03. \u6316\u4e00\u6316<\/span><\/h1>\n<p>\u00a0<\/p>\n<p>\u5f00\u6e90\u6a21\u578b\u5df2\u7ecf\u80fd\u627f\u62c5\u5f88\u591a\u771f\u5b9e\u5de5\u4f5c\u4e86\u3002GLM 5.2 \u7684\u8fb9\u754c\u63a8\u7406\u5f88\u7ec6\uff0cKimi K2.7 Code \u4ea4\u4ed8\u5b8c\u6574\uff0cMiniMax M3 \u5728\u89c6\u89c9\u548c\u5de5\u7a0b\u5316\u4e0a\u6709\u60ca\u559c\uff0cDeepSeek V4 Pro \u505a\u6570\u636e\u5224\u65ad\u65f6\u5f88\u654f\u9510\u3002<\/p>\n<p><strong>\u5355\u770b\u67d0\u4e2a case\uff0cSonnet 5 \u7ecf\u5e38\u4f1a\u88ab\u8ffd\u4e0a\uff0c\u751a\u81f3\u4f1a\u88ab\u8d85\u8fc7\u3002<\/strong><\/p>\n<p>\u4f46\u628a 8 \u4e2a case \u8fde\u8d77\u6765\u770b\uff0cSonnet 5 \u7684\u4f18\u52bf\u8fd8\u5728\u3002\u4ee3\u7801\u5ba1\u67e5\u3001\u91cd\u6784\u3001\u4e2d\u6587\u5199\u4f5c\u3001\u7f51\u9875\u751f\u6210\u30013D \u52a8\u753b\u8fd9\u4e9b\u4efb\u52a1\u91cc\uff0cSonnet 5 \u66f4\u5c11\u51fa\u73b0\u4f4e\u7ea7\u9519\u8bef\uff0c\u4e5f\u66f4\u80fd\u7167\u987e\u4e00\u4e9b\u7ec6\u5fae\u8981\u6c42\u3002<\/p>\n<p><strong>\u8fd9\u79cd\u7a33\u5b9a\u6027\u4f1a\u76f4\u63a5\u5f71\u54cd\u8fd4\u5de5\u65f6\u95f4\u3001\u4e0a\u7ebf\u98ce\u9669\u548c\u4eba\u5de5\u5ba1\u6838\u6210\u672c\u3002<\/strong><\/p>\n<p>\u6240\u4ee5\u4ef7\u683c\u5dee\u5f88\u591a\u7684\u65f6\u5019\uff0c\u9009\u62e9\u65b9\u5f0f\u53cd\u800c\u66f4\u6e05\u695a\u4e86\u3002\u4f4e\u98ce\u9669\u3001\u9ad8\u9891\u3001\u53ef\u6279\u91cf\u9a8c\u8bc1\u7684\u4efb\u52a1\uff0c\u53ef\u4ee5\u5148\u4ea4\u7ed9\u5f00\u6e90\u6a21\u578b\u3002<\/p>\n<p>\u9ad8\u98ce\u9669\u4efb\u52a1\u66f4\u9002\u5408 Sonnet 5\uff0c\u6bd4\u5982\u590d\u6742\u91cd\u6784\u3001\u4e0a\u7ebf\u524d\u4ee3\u7801\u5ba1\u67e5\u3001\u8981\u76f4\u63a5\u4ea4\u4ed8\u7ed9\u5ba2\u6237\u7684\u9875\u9762\u3001\u5bf9\u6587\u6848\u53e3\u543b\u8981\u6c42\u5f88\u9ad8\u7684\u5185\u5bb9\u3002<\/p>\n<p>\u6700\u597d\u7684\u7701\u94b1\u7684\u65b9\u5f0f\u662f\u628a\u6a21\u578b\u5206\u5f00\u8dd1\uff1a\u5f00\u6e90\u6a21\u578b\u8d1f\u8d23\u591a\u8dd1\u3001\u591a\u8bd5\u3001\u591a\u4ea7\u51fa\uff0cSonnet 5 \u8d1f\u8d23\u5173\u952e\u5224\u65ad\u548c\u6700\u540e\u6536\u53e3\u3002<\/p>\n<blockquote>\n<p>\u539f\u6587\u94fe\u63a5\uff1aSonnet \u7cfb\u5217\u66f4\u65b0\u5230 5\uff0c\u6211\u9009\u4e86\u56db\u4e2a\u56fd\u4ea7\u5f00\u6e90\u6a21\u578b\u8ddf\u5b83PK<\/p>\n<\/blockquote>\n","protected":false},"excerpt":{"rendered":"<p>\u4eca\u5929\u53d1\u70b9\u5f00\u95ed\u6e90\u6a21\u578b\u7684\u5bf9\u6bd4\u5b9e\u6d4b\u3002 Sonnet \u7cfb\u5217\u4e0a\u6b21\u66f4\u65b0\u8fd8\u662f\u5728 2\u6708\uff0c\u8fd9\u6b21\u968f\u7740Fable 5\u7684\u89e3\u7981\u53c8\u66f4\u65b0\u4e86\u4e00<\/p>","protected":false},"author":1,"featured_media":4211,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"_tocer_settings":[],"footnotes":""},"categories":[85],"tags":[86],"class_list":["post-4210","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","tag-aijiaocheng"],"_links":{"self":[{"href":"https:\/\/umaax.com\/en\/wp-json\/wp\/v2\/posts\/4210","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/umaax.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/umaax.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/umaax.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/umaax.com\/en\/wp-json\/wp\/v2\/comments?post=4210"}],"version-history":[{"count":0,"href":"https:\/\/umaax.com\/en\/wp-json\/wp\/v2\/posts\/4210\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/umaax.com\/en\/wp-json\/wp\/v2\/media\/4211"}],"wp:attachment":[{"href":"https:\/\/umaax.com\/en\/wp-json\/wp\/v2\/media?parent=4210"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/umaax.com\/en\/wp-json\/wp\/v2\/categories?post=4210"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/umaax.com\/en\/wp-json\/wp\/v2\/tags?post=4210"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}