{"id":53785,"date":"2025-02-16T12:50:47","date_gmt":"2025-02-16T04:50:47","guid":{"rendered":"https:\/\/fwq.ai\/blog\/53785\/"},"modified":"2025-02-16T12:50:47","modified_gmt":"2025-02-16T04:50:47","slug":"gemini-2-0-flash-vs-deepseek-r1","status":"publish","type":"post","link":"https:\/\/fwq.ai\/blog\/53785\/","title":{"rendered":"Gemini 2.0 Flash vs. DeepSeek R1"},"content":{"rendered":"<p>\u4e09\u5468\u524d\uff0c\u5f53 DeepSeek \u53d1\u5e03\u4ed6\u4eec\u7684\u5ec9\u4ef7\u63a8\u7406\u6a21\u578b R1 \u65f6\uff0c\u6211\u8ba4\u4e3a\u8fd9\u662f\u4eba\u5de5\u667a\u80fd\u9769\u547d\u7684\u5dc5\u5cf0\u3002\u6211\u4ece\u672a\u5982\u6b64\u5370\u8c61\u6df1\u523b\u3002<\/p>\n<p>\u7136\u800c\uff0cOpenAI \u548c Google \u90fd\u4ee5\u524d\u6240\u672a\u6709\u7684\u901f\u5ea6\u505a\u51fa\u4e86\u56de\u5e94\u3002<\/p>\n<p>OpenAI \u4ee5 o3-mini \u505a\u51fa\u4e86\u56de\u5e94\uff0c\u8fd9\u662f\u4e00\u4e2a\u975e\u5e38\u5f3a\u5927\u4e14\u4ef7\u683c\u4f4e\u5ec9\u7684\u5927\u578b\u63a8\u7406\u6a21\u578b\u3002\u4e0e o1 \u548c R1 \u4e00\u6837\uff0co3-mini \u9700\u8981\u82b1\u8d39\u65f6\u95f4\u201c\u601d\u8003\u201d\u624d\u80fd\u751f\u6210\u6700\u7ec8\u54cd\u5e94\uff0c\u8fd9\u4e2a\u8fc7\u7a0b\u663e\u8457\u63d0\u9ad8\u4e86\u6700\u7ec8\u8f93\u51fa\u7684\u51c6\u786e\u6027\uff0c\u4f46\u4ee3\u4ef7\u662f\u5ef6\u8fdf\u66f4\u9ad8\u3002<\/p>\n<p>\u7136\u800c\uff0cGoogle \u7684\u56de\u5e94\u65b9\u5f0f\u5b8c\u5168\u4e0d\u540c\u3002\u4ed6\u4eec\u53ea\u662f\u5236\u4f5c\u4e86\u4e00\u4e2a\u66f4\u597d\u7684\u6a21\u578b\uff0c\u6d88\u706d\u4e86 OpenAI \u548c DeepSeek \u6700\u5f3a\u5927\u7684\u63a8\u7406\u6a21\u578b\u3002<\/p>\n<p>\u6211\u5370\u8c61\u6df1\u523b\u3002<\/p>\n<h2>1\u3001DeepSeek R1 \u7684\u9690\u85cf\u95ee\u9898<\/h2>\n<p>\u5f53 DeepSeek R1 \u9996\u6b21\u53d1\u5e03\u65f6\uff0c\u6211\u592a\u9ad8\u5174\u4e86\uff0c\u4ee5\u81f3\u4e8e\u6ca1\u6709\u6ce8\u610f\u5230\u5b83\u7684\u7f3a\u9677\u3002<\/p>\n<p>\u4f46\u662f\uff0c\u968f\u7740\u6211\u7684\u73ab\u7470\u8272\u773c\u955c\u5931\u53bb\u5149\u6cfd\uff0c\u6211\u5f00\u59cb\u6ce8\u610f\u5230\u5176\u4e2d\u7684\u5f88\u591a\u95ee\u9898\u3002<\/p>\n<p>\u5176\u4e2d\u4e4b\u4e00\u662f\uff0c\u5bf9\u4e8e\u73b0\u4ee3\u5927\u578b\u8bed\u8a00\u6a21\u578b\u800c\u8a00\uff0c\u8be5\u6a21\u578b\u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\u975e\u5e38\u4f4e\u3002<\/p>\n<p>  DeepSeek R1 \u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\u4e3a 128,000 <\/p>\n<p>\u5728 GPT-3 \u65f6\u4ee3\uff0c128,000 \u4e2a token \u53ef\u80fd\u5df2\u7ecf\u5f88\u4e0d\u9519\u4e86\uff0c\u4f46\u5bf9\u4e8e\u5b9e\u9645\u7684\u73b0\u5b9e\u7528\u4f8b\u6765\u8bf4\uff0c\u8fd9\u6839\u672c\u4e0d\u591f\u3002<\/p>\n<p>\u4e8b\u5b9e\u4e0a\uff0c\u6211\u4e0d\u5f97\u4e0d\u6267\u884c\u6765\u51cf\u5c11\u6211\u7684\u63d0\u793a\u4e0a\u4e0b\u6587\u7a97\u53e3\u5e76\u6267\u884c\u4e00\u4e9b\u6700\u590d\u6742\u7684\u63d0\u793a\uff0c\u4f8b\u5982\u8d22\u52a1\u5206\u6790\u63d0\u793a\u3002\u8fd9\u7edd\u5bf9\u964d\u4f4e\u4e86\u6027\u80fd\u3002<\/p>\n<p>\u76f8\u6bd4\u4e4b\u4e0b\uff0c\u8c37\u6b4c\u7684 Gemini Flash 2.0 \u6a21\u578b\u6bd4 R1 \u4fbf\u5b9c\u5f97\u591a\uff0c\u4e0a\u4e0b\u6587\u7a97\u53e3\u4e3a 100 \u4e07\u4e2a\u8f93\u5165 token\uff01<\/p>\n<p>  OpenAI o3-mini \u6a21\u578b\u4fe1\u606f <\/p>\n<p>\u540c\u6837\uff0co3-mini \u6bd4 DeepSeek R1 \u7565\u8d35\uff0c\u4e0a\u4e0b\u6587\u7a97\u53e3\u4e3a 200,000 \u4e2a\u8f93\u5165 token\u3002<\/p>\n<p>  OpenAI o3-mini \u6a21\u578b\u4fe1\u606f <\/p>\n<p>\u7136\u800c\uff0c\u8003\u8651\u5230\u6211\u7684\u5e94\u7528\u7a0b\u5e8f\u662f\u5728\u4f4e\u4e0a\u4e0b\u6587\u7a97\u53e3\u65f6\u4ee3\u521b\u5efa\u7684\uff0c\u8fd9\u662f\u4e00\u4ef6\u5c0f\u4e8b\u3002\u6211\u5df2\u7ecf\u5b9e\u73b0\u4e86\u63d0\u793a\u94fe\u6765\u62c6\u5206\u6211\u7684\u5927\u90e8\u5206\u5927\u578b\u590d\u6742\u63d0\u793a\u3002<\/p>\n<p>DeepSeek R1 \u7684\u4e3b\u8981\u3001\u4e0d\u53ef\u539f\u8c05\u7684\u95ee\u9898\u662f\u5b83\u5b9e\u5728\u592a\u6162\u4e86\u3002<\/p>\n<p>  DeepSeek \u7684\u5ef6\u8fdf <\/p>\n<p>\u4f7f\u7528\u4e24\u4e2a\u4ef7\u683c\u5408\u7406\u7684\u63d0\u4f9b\u5546\u4e2d\u7684\u4efb\u4f55\u4e00\u4e2a\u90fd\u5b8c\u5168\u65e0\u6cd5\u4f7f\u7528\u3002\u63d0\u793a\u7ec4\u5408\u9700\u8981\u51e0\u5206\u949f\u624d\u80fd\u5b8c\u6210\uff0c\u8fd9\u662f\u4e0d\u53ef\u63a5\u53d7\u7684\u3002<\/p>\n<p>\u76f8\u6bd4\u4e4b\u4e0b\uff0cGoogle Gemini \u53ea\u9700\u51e0\u79d2\u949f\uff0c\u800c\u4e14\u5b83\u7684\u4ef7\u683c\u51fa\u5947\u5730\u975e\u5e38\u51c6\u786e\u3002<\/p>\n<p>\u867d\u7136\u6211\u5df2\u7ecf\u786e\u5b9a O3-mini \u6bd4 DeepSeek R1 \u66f4\u597d\uff0c\u4f46\u6211\u60f3\u77e5\u9053\u2026\u2026Gemini Flash\uff0c\u4e00\u4e2a\u4fbf\u5b9c\u5f97\u591a\u7684\u578b\u53f7\uff0c\u76f8\u6bd4\u4e4b\u4e0b\u5982\u4f55\uff1f<\/p>\n<h2>2\u3001SQL \u67e5\u8be2\u751f\u6210\uff1aFlash 2.0 vs. R1 vs. o3-mini<\/h2>\n<p>\u4e3a\u4e86\u6bd4\u8f83\u8fd9\u4e9b\u6a21\u578b\uff0c\u6211\u5c06\u8fd0\u884c\u4e00\u7cfb\u5217\u534a\u968f\u673a\u8d22\u52a1\u5206\u6790\u95ee\u9898\u3002\u6211\u7684\u76ee\u6807\u662f\u770b\u770b Flash 2.0 \u5728\u590d\u6742\u63a8\u7406\u4efb\u52a1\u4e2d\u4e0e DeepSeek R1 \u548c GPT o3-mini \u76f8\u6bd4\u5982\u4f55\u3002<\/p>\n<p>\u5177\u4f53\u6765\u8bf4\uff0c\u6211\u4eec\u5c06\u6d4b\u8bd5\u5b83\u4eec\u751f\u6210 SQL \u67e5\u8be2\u7684\u80fd\u529b\u3002\u8fd9\u4e2a\u6d4b\u8bd5\u5f88\u91cd\u8981\uff0c\u56e0\u4e3a\u5b83\u76f8\u5f53\u590d\u6742\uff0c\u9700\u8981\u6a21\u578b\u4ed4\u7ec6\u9075\u5faa\u7cfb\u7edf\u63d0\u793a\u7684\u7ea6\u675f\uff0c\u6700\u7ec8\u7684\u51c6\u786e\u6027\u5bf9\u6700\u7ec8\u7528\u6237\u975e\u5e38\u91cd\u8981\u3002<\/p>\n<p>\u6211\u4eec\u8981\u6d4b\u8bd5\u7684\u67e5\u8be2\u7c7b\u578b\u5fc5\u987b\u5904\u7406\u8d22\u52a1\u5206\u6790\u3002\u8fd9\u662f\u56e0\u4e3a\u6211\u7684\u4ea4\u6613\u5e73\u53f0 NexusTrade \u6709\u4e00\u4e2a\u81ea\u7136\u8bed\u8a00\u754c\u9762\uff0c\u5141\u8bb8\u6295\u8d44\u8005\u4f7f\u7528\u4eba\u5de5\u667a\u80fd\u67e5\u8be2\u80a1\u7968\u3002<\/p>\n<p>  \u4f7f\u7528\u4eba\u5de5\u667a\u80fd\u67e5\u8be2\u80a1\u7968 <\/p>\n<p>\u56e0\u6b64\uff0c\u5f04\u6e05\u695a\u54ea\u79cd\u6a21\u578b\u66f4\u597d\u662f\u81f3\u5173\u91cd\u8981\u7684\u3002\u4e3a\u4e86\u6d4b\u8bd5\u8fd9\u4e00\u70b9\uff0c\u6211\u4eec\u5c06\u6839\u636e\u4ee5\u4e0b\u56e0\u7d20\u6d4b\u8bd5\u8fd9\u4e09\u4e2a\u6a21\u578b\uff1a<\/p>\n<ul>\n<li>\u51c6\u786e\u5ea6<\/li>\n<li>\u6210\u672c<\/li>\n<li>\u76f8\u5bf9\u901f\u5ea6\u548c\u5176\u4ed6\u8003\u8651\u56e0\u7d20<\/li>\n<\/ul>\n<p>\u8ba9\u6211\u4eec\u4ece\u51c6\u786e\u5ea6\u6d4b\u8bd5\u5f00\u59cb\u3002<\/p>\n<h3>2.1 \u51c6\u786e\u5ea6\u6d4b\u8bd5 1\uff1a\u76f8\u5173\u6027\u67e5\u8be2<\/h3>\n<p>\u5728\u7b2c\u4e00\u4e2a\u6d4b\u8bd5\u4e2d\uff0c\u6211\u5c06\u5411\u8fd9\u4e09\u4e2a\u6a21\u578b\u8be2\u95ee\u4ee5\u4e0b\u95ee\u9898\uff1a<\/p>\n<pre><code>What is the correlation of returns for the past year between reddit stock and SPY?<\/code><\/pre>\n<blockquote><p>\n  \u7ffb\u8bd1\uff1areddit \u80a1\u7968\u548c SPY \u8fc7\u53bb\u4e00\u5e74\u7684\u56de\u62a5\u76f8\u5173\u6027\u662f\u591a\u5c11\uff1f\n<\/p><\/blockquote>\n<p>\u4ee5\u4e0b\u662f\u54cd\u5e94\u3002<\/p>\n<ul>\n<li>Gemini Flash 2.0 \u7684\u54cd\u5e94<\/li>\n<\/ul>\n<p>\u4ee4\u6211\u60ca\u8bb6\u7684\u662f\uff0cGoogle Gemini \u4ec5\u5728\u51e0\u79d2\u949f\u5185\u5c31\u505a\u51fa\u4e86\u54cd\u5e94\u3002<\/p>\n<p>  Google Gemini \u751f\u6210\u7684\u67e5\u8be2 <\/p>\n<p>\u4ece\u6a21\u578b\u6267\u884c\u67e5\u8be2\u65f6\uff0c\u6211\u5f97\u5230\u4e86\u4ee5\u4e0b\u7ed3\u679c\uff1a<\/p>\n<p>  \u5b83\u8ba1\u7b97\u51fa\u7684\u76f8\u5173\u6027\u4e3a 0.28 <\/p>\n<p>\u8fd9\u662f 100% \u51c6\u786e\u7684\u3002Gemini \u7684\u5f97\u5206\u4e3a 1\/1\u3002<\/p>\n<ul>\n<li>DeepSeek R1 \u7684\u54cd\u5e94<\/li>\n<\/ul>\n<p>\u4e0e Google Gemini \u76f8\u6bd4\uff0cDeepSeek R1 \u7684\u901f\u5ea6\u975e\u5e38\u6162\u3002\u5b83\u82b1\u4e86 30 \u591a\u79d2\u624d\u751f\u6210\u54cd\u5e94\uff0c\u8fd9\u4e3b\u8981\u662f\u56e0\u4e3a\u5b83\u7684\u201c\u63a8\u7406\u201d\u7ec4\u4ef6\u3002<\/p>\n<p>\u7136\u540e\uff0c\u5728\u7b49\u5f85\u4e86\u8fd9\u4e48\u957f\u65f6\u95f4\u4e4b\u540e\uff0c\u5b83\u5728\u751f\u6210\u54cd\u5e94\u65f6\u72af\u4e86\u4e00\u4e2a\u611a\u8822\u7684\u9519\u8bef\u3002<\/p>\n<p>  \u6267\u884c\u67e5\u8be2\u65f6\u7684\u9519\u8bef <\/p>\n<p>\u5b83\u5c06\u201cadjustedClosingPrice\u201d\u62fc\u5199\u9519\u8bef\u4e3a\u201cjustedClosingPrice\u201d\u3002\u5f53\u6211\u4eec\u624b\u52a8\u4fee\u590d\u8fd9\u4e2a\u62fc\u5199\u9519\u8bef\u65f6\uff0c\u6211\u4eec\u5f97\u5230\u7684\u54cd\u5e94\u4e0e Google Gemini \u76f8\u540c\uff0c\u5c3d\u7ba1\u5b83\u5305\u542b\u7684\u4fe1\u606f\u6bd4\u6211\u4eec\u8981\u6c42\u7684\u8fd8\u8981\u591a\u3002<\/p>\n<p>  \u4fee\u590d\u62fc\u5199\u9519\u8bef\u540e\u7684\u67e5\u8be2\u7ed3\u679c <\/p>\n<p>\u8fd9\u662f\u51c6\u786e\u7684\uff0c\u4f46\u6211\u4eec\u5fc5\u987b\u624b\u52a8\u91cd\u8bd5\u903b\u8f91\u3002\u56e0\u6b64\uff0c\u6211\u7ed9\u5b83\u7684\u5206\u6570\u662f 0.7\/1\u3002<\/p>\n<ul>\n<li>OpenAI o3-mini \u7684\u54cd\u5e94<\/li>\n<\/ul>\n<p>\u6700\u540e\uff0c\u8ba9\u6211\u4eec\u6d4b\u8bd5\u4e00\u4e0b o3-mini \u7684\u54cd\u5e94\u3002O3-mini \u6bd4 R1 \u5feb\u5f97\u591a\uff0c\u4f46\u7531\u4e8e\u5176\u201c\u63a8\u7406\u201d\u7ec4\u4ef6\uff0c\u901f\u5ea6\u4ecd\u7136\u6709\u70b9\u6162\u3002\u51e0\u79d2\u949f\u540e\uff0c\u6211\u4eec\u5f97\u5230\u4e86\u8fd9\u4e2a\u54cd\u5e94\u3002<\/p>\n<p>  O3-mini \u7684\u67e5\u8be2\u7ed3\u679c <\/p>\n<p>O3-mini \u4e0d\u77e5\u9053 Reddit \u7684\u80a1\u7968\u4ee3\u7801\uff01\u5b83\u731c\u6d4b\u662f REDDIT\uff0c\u8fd9\u662f\u4e0d\u6b63\u786e\u7684\uff0c\u8fd9\u7ed9\u4e86\u6211\u4eec\u4e00\u4e2a\u96f6\u76f8\u5173\u6027\u3002\u5f53\u6211\u4eec\u624b\u52a8\u4fee\u590d\u5b83\u65f6\uff0c\u6211\u4eec\u5f97\u5230\u4e86\u6b63\u786e\u7684\u54cd\u5e94\u3002<\/p>\n<p>  \u4fee\u590d\u62fc\u5199\u9519\u8bef\u540e\u7684\u67e5\u8be2\u7ed3\u679c <\/p>\n<p>\u4e0e\u6211\u4eec\u7ed9 R1 \u8bc4\u5206\u7684\u65b9\u5f0f\u7c7b\u4f3c\uff0cO3-mini \u88ab\u6263\u5206\uff0c\u56e0\u4e3a\u6211\u4eec\u5fc5\u987b\u4fee\u590d\u67e5\u8be2\u3002\u6700\u7ec8\u5f97\u5206\uff1a0.7\/1\u3002<\/p>\n<p>\u56e0\u6b64\uff0c\u5728\u8fd9\u6b21\u6d4b\u8bd5\u4e2d\uff0cGoogle Gemini \u7684\u8868\u73b0\u5b9e\u9645\u4e0a\u6bd4\u8fd9\u4e24\u4e2a\u6a21\u578b\u90fd\u597d\u4e00\u70b9\uff01\u4f46\u662f\uff0c\u8fd9\u53ea\u662f\u4e00\u6b21\u6d4b\u8bd5\u3002\u8ba9\u6211\u4eec\u770b\u770b\u6a21\u578b\u5728\u751f\u6210\u4e0d\u540c\u7c7b\u578b\u7684 SQL \u67e5\u8be2\u65f6\u7684\u8868\u73b0\u3002<\/p>\n<h3>2.2 \u51c6\u786e\u5ea6\u6d4b\u8bd5 2\uff1a\u6536\u5165\u589e\u957f\u67e5\u8be2<\/h3>\n<p>\u5728\u8fd9\u6b21\u6d4b\u8bd5\u4e2d\uff0c\u6211\u4eec\u5c06\u63d0\u51fa\u4ee5\u4e0b\u95ee\u9898\uff1a<\/p>\n<pre><code>What biotech stocks have increased their revenue every quarter for the past 4 quarters?<\/code><\/pre>\n<blockquote><p>\n  \u7ffb\u8bd1\uff1a\u8fc7\u53bb 4 \u4e2a\u5b63\u5ea6\u4e2d\uff0c\u54ea\u4e9b\u751f\u7269\u79d1\u6280\u80a1\u7684\u6536\u5165\u6bcf\u4e2a\u5b63\u5ea6\u90fd\u5728\u589e\u52a0\uff1f\n<\/p><\/blockquote>\n<p>\u4ee5\u4e0b\u662f\u56de\u590d\uff1a<\/p>\n<ul>\n<li>Gemini Flash 2.0 \u7684\u56de\u590d<\/li>\n<\/ul>\n<p>  Google Gemini Flash 2.0 \u7684\u67e5\u8be2\u7ed3\u679c <\/p>\n<p>Google Flash \u518d\u6b21\u5728\u51e0\u79d2\u949f\u5185\u505a\u51fa\u4e86\u54cd\u5e94\u3002\u4ece\u5bf9\u67e5\u8be2\u7684\u624b\u52a8\u68c0\u67e5\u6765\u770b\uff0c\u5b83\u770b\u8d77\u6765\u662f\u6b63\u786e\u7684\u3002\u4f46\u662f\uff0c\u4e3a\u4e86\u518d\u68c0\u67e5\u4e00\u4e0b\uff0c\u6211\u8981\u6c42 GPT-o3-mini-high \u5bf9\u6700\u7ec8\u7b54\u6848\u8fdb\u884c\u8bc4\u5206\u3002\u5b83\u8bc1\u5b9e\u4e86\u6211\u7684\u6000\u7591\u3002<\/p>\n<p>  O3-mini \u7ed9\u56de\u590d\u6253\u4e86 9\/10 \u5206 <\/p>\n<p>\u8be5\u6a21\u578b\u6709\u4e9b\u6311\u5254\uff0c\u4f46\u603b\u4f53\u800c\u8a00\uff0c\u5b83\u8868\u73b0\u5b8c\u7f8e\u3002\u8c37\u6b4c\u53c8\u5f97\u4e86 1\/1 \u5206\uff01<\/p>\n<ul>\n<li>DeepSeek R1 \u7684\u54cd\u5e94<\/li>\n<\/ul>\n<p>\u76f8\u6bd4\u4e4b\u4e0b\uff0cDeepSeek R1 \u5b9e\u9645\u4e0a\u8868\u73b0\u4e0d\u4f73\u3002\u67e5\u8be2\u770b\u8d77\u6765\u6839\u672c\u4e0d\u6b63\u786e\uff0c\u5f53\u6211\u5c1d\u8bd5\u6267\u884c\u5b83\u65f6\uff0c\u5b83\u5931\u8d25\u4e86\u3002<\/p>\n<p>  \u67e5\u8be2\u6709\u4e00\u4e2a\u65e0\u6548\u7684\u54cd\u5e94 <\/p>\n<p>\u66f4\u4e0d\u7528\u8bf4\uff0c\u6a21\u578b\u82b1\u4e86\u5f88\u957f\u65f6\u95f4\u624d\u505a\u51fa\u54cd\u5e94\u2026\u2026\u518d\u6b21\u3002<\/p>\n<p>\u603b\u7684\u6765\u8bf4\uff0c\u8fd9\u4e00\u8f6e\u8868\u73b0\u7cdf\u7cd5\u30020\/1\u3002<\/p>\n<ul>\n<li>OpenAI o3-mini \u54cd\u5e94<\/li>\n<\/ul>\n<p>\u5c31\u50cf\u5728\u4e0a\u6b21\u6d4b\u8bd5\u4e2d\u4e00\u6837\uff0co3-mini \u82b1\u4e86\u9002\u5ea6\u7684\u65f6\u95f4\u6765\u8fd4\u56de\u5176\u54cd\u5e94\uff0c\u4f46\u5b83\u6bd4 R1 \u5feb\u5f97\u591a\u3002\u8fd9\u662f\u6700\u7ec8\u7684\u56de\u5e94\u3002<\/p>\n<p>  OpenAI o3-mini \u7684\u67e5\u8be2\u7ed3\u679c <\/p>\n<p>\u67e5\u8be2\u7565\u6709\u4e0d\u540c\uff0c\u5e76\u68c0\u7d22\u4e86\u4e0d\u540c\u7684\u80a1\u7968\u5217\u8868\u3002\u4f46\u662f\uff0c\u5b83\u770b\u8d77\u6765\u4ecd\u7136\u5927\u81f4\u51c6\u786e\u3002\u6211\u7528\u540c\u6837\u7684\u65b9\u5f0f\u7ed9\u5b83\u8bc4\u5206\u3002<\/p>\n<p>  O3-mini-high \u5bf9\u67e5\u8be2\u7684\u8bc4\u5206\u54cd\u5e94 <\/p>\n<p>\u540c\u6837\uff0c\u8be5\u6a21\u578b\u6709\u6311\u5254\u4e4b\u5904\uff0c\u800c o3-mini \u6a21\u578b\u7684\u54cd\u5e94\u5728\u6280\u672f\u4e0a\u4ecd\u7136\u662f\u51c6\u786e\u7684\u3002 OpenAI \u672c\u8f6e\u5f97\u5206\u6ee1\u5206\uff01<\/p>\n<h2>3\u3001\u6210\u672c\u5206\u6790\uff1a\u54ea\u79cd\u6a21\u578b\u66f4\u4fbf\u5b9c\uff1f<\/h2>\n<p>\u7136\u800c\uff0c\u51c6\u786e\u5ea6\u5e76\u4e0d\u662f\u552f\u4e00\u91cd\u8981\u7684\u4e8b\u60c5\u3002\u5bf9\u4e8e LLM \u5e94\u7528\u7a0b\u5e8f\u6765\u8bf4\uff0c\u540c\u6837\u91cd\u8981\u7684\u662f\u5b83\u4eec\u7684\u6210\u672c\u3002\u8ba9\u6211\u4eec\u6765\u770b\u770b\u5b83\u4eec\u3002<\/p>\n<p>  OpenRouter \u7684 DeepSeek R1 \u6210\u672c  OpenRouter \u7684 Google Gemini Flash 2.0 \u6210\u672c  OpenRouter \u7684 OpenAI o3-mini \u6210\u672c <\/p>\n<p>\u5230\u76ee\u524d\u4e3a\u6b62\uff0c\u6700\u4fbf\u5b9c\u7684\u6a21\u578b\u662f Gemini Flash 2.0\u3002\u6bcf\u767e\u4e07\u8f93\u5165\u4ee4\u724c\u7684\u6210\u672c\u4e3a 0.10 \u7f8e\u5143\uff0c\u6bcf\u767e\u4e07\u8f93\u51fa\u4ee4\u724c\u7684\u6210\u672c\u4e3a 0.40 \u7f8e\u5143\u3002<\/p>\n<p>\u76f8\u6bd4\u4e4b\u4e0b\uff0cR1 \u8d35\u5f97\u591a\u2014\u2014\u5927\u7ea6\u8d35\u4e86 7 \u500d\u3002\u6bcf\u767e\u4e07\u8f93\u5165\u4ee4\u724c\u7684\u6210\u672c\u4e3a 0.75 \u7f8e\u5143\uff0c\u6bcf\u767e\u4e07\u8f93\u51fa\u4ee4\u724c\u7684\u6210\u672c\u4e3a 2.4 \u7f8e\u5143\u3002<\/p>\n<p>\u6700\u540e\uff0cOpenAI o3-mini \u6a21\u578b\u662f\u6240\u6709\u6a21\u578b\u4e2d\u6700\u6602\u8d35\u7684\u3002\u6bcf\u767e\u4e07\u4e2a\u8f93\u5165\u4ee4\u724c\u7684\u6210\u672c\u4e3a 1.1 \u7f8e\u5143\uff0c\u6bcf\u767e\u4e07\u4e2a\u8f93\u51fa\u4ee4\u724c\u7684\u6210\u672c\u4e3a 4.4 \u7f8e\u5143\uff0c\u6bd4 Gemini Flash \u8d35 11 \u500d\uff0c\u6bd4 R1 \u8d35 1.5 \u500d\u3002<\/p>\n<p>\u8fd9\u592a\u75af\u72c2\u4e86\uff01<\/p>\n<h2>4\u3001\u5176\u4ed6\u8003\u8651\u56e0\u7d20<\/h2>\n<p>\u6b63\u5982\u6211\u5728\u6574\u7bc7\u6587\u7ae0\u4e2d\u63d0\u5230\u7684\u90a3\u6837\uff0cGoogle Gemini \u6a21\u578b\u4e5f\u6bd4\u8fd9\u4e24\u4e2a\u6a21\u578b\u4e2d\u7684\u4efb\u4f55\u4e00\u4e2a\u90fd\u5feb\u5f97\u591a\u3002 Gemini \u662f\u4e00\u79cd\u4f20\u7edf\u7684\u5927\u578b\u8bed\u8a00\u6a21\u578b\u2014\u2014\u5b83\u5728\u63d0\u51fa\u7b54\u6848\u4e4b\u524d\u4e0d\u4f1a\u82b1\u65f6\u95f4\u201c\u601d\u8003\u201d\u95ee\u9898\u3002 \u867d\u7136\u8fd9\u79cd\u601d\u8003\u901a\u5e38\u4f1a\u5bfc\u81f4\u51c6\u786e\u7387\u7684\u663e\u7740\u63d0\u9ad8\uff0c\u4f46 Gemini \u6a21\u578b\u4f3c\u4e4e\u4e0d\u9700\u8981\u8fd9\u6837\u505a\u5c31\u80fd\u53d6\u5f97\u826f\u597d\u7684\u6548\u679c\u3002<\/p>\n<p>\u6700\u540e\uff0cGemini \u6a21\u578b\u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\u6bd4\u8fd9\u4e24\u4e2a\u6a21\u578b\u90fd\u8981\u9ad8\u5f97\u591a\u3002 \u603b\u7ed3\u8fd9\u4e9b\u7ed3\u679c\uff1a<\/p>\n<ul>\n<li>Google Gemini 2.0 Flash\uff1a\u901f\u5ea6\u5feb\u5982\u95ea\u7535\uff0c\u7b2c\u4e00\u6b21\u5c1d\u8bd5\u65f6\u4e24\u4e2a SQL \u67e5\u8be2\u90fd 100% \u6b63\u786e<\/li>\n<li>DeepSeek R1\uff1a\u901f\u5ea6\u6162\u5f97\u4ee4\u4eba\u96be\u4ee5\u5fcd\u53d7\uff0c\u4e24\u4e2a SQL \u67e5\u8be2\u90fd\u9519\u4e86\u3002\u7b2c\u4e00\u4e2a\u6709\u4e00\u4e2a\u5c0f\u9519\u8bef\uff0c\u800c\u7b2c\u4e8c\u4e2a\u5b8c\u5168\u9519\u8bef<\/li>\n<li>OpenAI o3-mini\uff1a\u901f\u5ea6\u8f83\u6162\uff0c\u4f46\u200b\u200b\u4e0d\u662f\u7279\u522b\u6162\u3002\u7531\u4e8e\u4e0d\u77e5\u9053 Reddit \u80a1\u7968\u884c\u60c5\uff0c\u5b83\u7684\u7b2c\u4e00\u4e2a\u67e5\u8be2\u7565\u6709\u9519\u8bef\uff0c\u800c\u7b2c\u4e8c\u4e2a\u67e5\u8be2 100% \u6b63\u786e\u3002<\/li>\n<\/ul>\n<p>\u4ece\u8fd9\u4e9b\u6d4b\u8bd5\u4e2d\uff0c\u6211\u4eec\u770b\u5230 Google Gemini Flash 2.0 \u662f\u8fc4\u4eca\u4e3a\u6b62\u6700\u5f3a\u5927\u3001\u6700\u7ecf\u6d4e\u5b9e\u60e0\u7684\u6a21\u578b\uff0c\u4f18\u4e8e\u66f4\u6602\u8d35\u7684\u63a8\u7406\u6a21\u578b\u3002\u8fd9\u662f\u8c37\u6b4c\u7684\u5f7b\u5e95\u6b7c\u706d\u3002<\/p>\n<p>\u4ee5\u81f3\u4e8e\u6211\u7acb\u5373\u91cd\u6784\u4e86\u6211\u7684\u4ea4\u6613\u5e73\u53f0 NexusTrade\uff0c\u5b8c\u5168\u5220\u9664\u4e86 DeepSeek R1\uff0c\u5e76\u5c06 Gemini \u96c6\u6210\u5230 AI \u804a\u5929\u4e2d\u3002<\/p>\n<p>  Gemini \u662f NexusTrade \u4e2d\u7684\u201c\u5e73\u8861\u6027\u80fd\u548c\u4ef7\u503c\u201d\u6a21\u578b <\/p>\n<p>\u73b0\u5728\uff0c\u6bcf\u4e2a\u4eba\u90fd\u53ef\u4ee5\u4f53\u9a8c\u9ad8\u5ea6\u51c6\u786e\u3001\u5ec9\u4ef7\u3001\u6613\u4e8e\u6267\u884c\u7684\u5206\u6790\u7684\u529b\u91cf\u3002<\/p>\n<p>  \u8be2\u95ee Aurora \u54ea\u4e9b AI \u80a1\u7968\u589e\u52a0\u4e86\u4ed6\u4eec\u7684\u81ea\u7531\u73b0\u91d1\u6d41 <\/p>\n<p>\u611f\u8c22\u8c37\u6b4c\uff01<\/p>\n<h2>5\u3001\u7ed3\u675f\u8bed<\/h2>\n<p>\u5f53\u6211\u7b2c\u4e00\u6b21\u770b\u5230 Google Gemini \u7684\u4ef7\u683c\u65f6\uff0c\u6211\u6253\u7b97\u5c06\u5b83\u4e0e\u7cbe\u7b80\u7248\u3001\u6027\u80fd\u8f83\u5f31\u7684 R1 \u578b\u53f7\u8fdb\u884c\u5bf9\u6bd4\u3002\u6211\u5b8c\u5168\u4e0d\u76f8\u4fe1\u5373\u5982\u6b64\u4fbf\u5b9c\u7684\u6a21\u578b\u4f1a\u5982\u6b64\u5f3a\u5927\u3002<\/p>\n<p>\u6211\u9519\u4e86\u3002\u5b83\u4e0d\u4ec5\u975e\u5e38\u5f3a\u5927\uff0c\u800c\u4e14\u975e\u5e38\u4fbf\u5b9c\u3002\u5728\u6211\u7684\uff08\u6709\u9650\u3001\u53d7\u9650\u7684\uff09\u6d4b\u8bd5\u4e2d\uff0c\u5b83\u5728\u5404\u4e2a\u65b9\u9762\u90fd\u6bd4\u6700\u597d\u7684\u6a21\u578b\u8981\u597d\u3002<\/p>\n<p>\u57fa\u4e8e\u6b64\u5206\u6790\uff0cGoogle Gemini \u6a21\u578b\uff1a<\/p>\n<ul>\n<li>\u6bd4 OpenAI \u7684 o3-mini \u4fbf\u5b9c 10 \u500d\uff0c\u6bd4 DeepSeek \u7684 R1 \u4fbf\u5b9c 7 \u500d<\/li>\n<li>\u5feb\u51e0\u4e2a\u6570\u91cf\u7ea7<\/li>\n<li>\u5177\u6709\u66f4\u9ad8\u7684\u4e0a\u4e0b\u6587\u7a97\u53e3<\/li>\n<li>\u975e\u5e38\u5f3a\u5927\uff0c\u5728\u590d\u6742 SQL \u4efb\u52a1\u7684\u5b50\u96c6\u4e2d\u53ef\u4ee5\u8bf4\u6bd4 O3-mini 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