{"id":18837,"date":"2026-09-04T01:30:54","date_gmt":"2026-09-04T05:30:54","guid":{"rendered":"https:\/\/wp.glbgpt.com\/?p=18837"},"modified":"2026-09-04T01:30:55","modified_gmt":"2026-09-04T05:30:55","slug":"gemini-3-8-flash-review","status":"publish","type":"post","link":"https:\/\/wp.glbgpt.com\/hub\/zh\/gemini-3-8-flash-review","title":{"rendered":"Gemini 3.8 \u95ea\u7535\u8bc4\u6d4b\uff1a\u4ef7\u683c\u3001\u6d4b\u8bd5\u4e0e\u7ed3\u8bba"},"content":{"rendered":"<style>\n.gemini38-review{--ink:#172033;--muted:#5e6878;--line:#dce3ea;--soft:#f5f7fa;--blue:#1769aa;--blue-soft:#eaf4fb;--coral:#d45f4c;--green:#16765a;--yellow:#fff7df;max-width:980px;margin:0 auto;color:var(--ink);font:16px\/1.7 Arial,Helvetica,sans-serif}.gemini38-review h1,.gemini38-review h2,.gemini38-review h3{line-height:1.22;color:#101827;letter-spacing:0}.gemini38-review h1{font-size:3rem;margin:0 0 18px}.gemini38-review h2{font-size:1.85rem;margin:52px 0 16px;border-top:1px solid var(--line);padding-top:26px}.gemini38-review h3{font-size:1.22rem;margin:28px 0 10px}.gemini38-review p{margin:0 0 18px}.gemini38-review a{color:var(--blue);text-decoration:underline}.gemini38-review .eyebrow{color:var(--coral);font-size:.78rem;font-weight:700;text-transform:uppercase}.gemini38-review .lede{font-size:1.12rem;color:#344054}.gemini38-review .notice,.gemini38-review .figure{border:1px solid var(--line);border-radius:8px;background:#fff;padding:20px;margin:24px 0}.gemini38-review .notice{background:var(--yellow);border-color:#ead79a}.gemini38-review .grid{display:grid;grid-template-columns:repeat(4,1fr);gap:12px;margin:24px 0}.gemini38-review .stat{background:var(--soft);border:1px solid var(--line);border-top:4px solid var(--blue);border-radius:8px;padding:16px}.gemini38-review .stat:nth-child(2){border-top-color:var(--coral)}.gemini38-review .stat:nth-child(3){border-top-color:var(--green)}.gemini38-review .stat:nth-child(4){border-top-color:#c69214}.gemini38-review .stat strong{display:block;font-size:1.35rem}.gemini38-review .stat span{display:block;color:var(--muted);font-size:.88rem}.gemini38-review table{width:100%;border-collapse:collapse;margin:22px 0;font-size:.94rem}.gemini38-review th,.gemini38-review td{border:1px solid var(--line);padding:12px;text-align:left;vertical-align:top}.gemini38-review th{background:#eef3f7}.gemini38-review .task-card{border:1px solid #cfd8e3;border-radius:8px;margin:28px 0;overflow:hidden;background:#fff}.gemini38-review .task-head{background:#edf5fb;padding:17px 20px;border-bottom:1px solid #cfd8e3}.gemini38-review .task-head h3{margin:0}.gemini38-review .task-body{padding:20px}.gemini38-review .task-grid{display:grid;grid-template-columns:1fr 1fr;gap:16px}.gemini38-review .slot{background:var(--soft);border:1px solid #d7dfe8;border-radius:6px;padding:14px;margin-top:12px;min-width:0}.gemini38-review .slot h4{margin:0 0 7px;font-size:.94rem}.gemini38-review .metrics{color:#334155;font-size:.85rem;border-bottom:1px solid #d7dfe8;padding-bottom:9px}.gemini38-review .output{background:#fff;border-left:3px solid #8ab7d4;padding:10px 12px;margin:10px 0 0}.gemini38-review pre{white-space:pre-wrap;overflow-wrap:anywhere;background:#18212c;color:#eef5fb;border-radius:5px;padding:12px;font:13px\/1.55 Consolas,monospace;margin:10px 0}.gemini38-review .winner{background:var(--blue-soft);border-left:4px solid var(--blue);padding:14px 16px;margin-top:16px}.gemini38-review .winner.old{background:#eef8f3;border-left-color:var(--green)}.gemini38-review .inconclusive{background:var(--yellow);border-left-color:#c69214}.gemini38-review .toc{background:#f8fafc;border:1px solid var(--line);padding:18px 22px}.gemini38-review .toc ol{margin:0;padding-left:22px}.gemini38-review .bars{margin:18px 0}.gemini38-review .bar-row{display:grid;grid-template-columns:180px 1fr 95px;gap:12px;align-items:center;margin:12px 0}.gemini38-review .bar{height:15px;background:#dfe6ec;border-radius:3px;overflow:hidden}.gemini38-review .bar span{display:block;height:100%;background:var(--blue)}.gemini38-review .bar.coral span{background:var(--coral)}.gemini38-review .small{color:var(--muted);font-size:.9rem}@media(max-width:700px){.gemini38-review h1{font-size:2.2rem}.gemini38-review .grid,.gemini38-review .task-grid{grid-template-columns:1fr 1fr}.gemini38-review .bar-row{grid-template-columns:125px 1fr 75px}}@media(max-width:560px){.gemini38-review .grid,.gemini38-review .task-grid{grid-template-columns:1fr}.gemini38-review h2{font-size:1.5rem}}\n<\/style>\n\n\n\n<div class=\"gemini38-review\">\n<p class=\"eyebrow\">\u6a21\u578b\u8bc4\u6d4b \u00b7 \u5b98\u65b9\u57fa\u51c6\u6d4b\u8bd5 \u00b7 \u76f8\u540c\u63d0\u793a\u8bcd\u7684API\u6d4b\u8bd5<\/p>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<p class=\"lede\">Gemini 3.8 Flash \u662f\u8c37\u6b4c\u9762\u5411\u957f\u671f\u8f6f\u4ef6\u5de5\u7a0b\u3001\u667a\u80fd\u4ee3\u7406\u548c\u590d\u6742\u77e5\u8bc6\u5de5\u4f5c\u7684\u5168\u65b0\u516c\u6d4b\u7248 Flash \u6a21\u578b\u3002\u5176\u53d1\u5e03\u65f6\u7684\u5ba3\u4f20\u53e3\u53f7\u9887\u4e3a\u54cd\u4eae\uff0c\u4f46\u6211\u4eec\u521d\u6b65\u7684\u53d7\u63a7\u6d4b\u8bd5\u7ed3\u679c\u5374\u8fdc\u975e\u5982\u6b64\u7406\u60f3\u3002.<\/p>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<p>\u672c\u7bc7\u5173\u4e8e Gemini 3.8 Flash \u7684\u8bc4\u6d4b\uff0c\u5c06\u5b98\u65b9\u4fe1\u606f\u4e0e\u5b9e\u9645\u6d4b\u8bd5\u7ed3\u679c\u533a\u5206\u5f00\u6765\u3002\u8c37\u6b4c\u7684\u76f8\u5173\u9875\u9762\u786e\u8ba4\u4e86\u8be5\u6a21\u578b\u7684\u53d1\u5e03\u65e5\u671f\u3001\u6a21\u578b\u72b6\u6001\u3001\u4e0a\u4e0b\u6587\u7a97\u53e3\u3001\u5b9a\u4ef7\u3001\u5de5\u5177\u4ee5\u53ca\u57fa\u51c6\u6d4b\u8bd5\u58f0\u660e\u3002\u901a\u8fc7\u4e03\u9879\u4f7f\u7528\u76f8\u540c\u63d0\u793a\u8bcd\u7684 API \u4efb\u52a1\uff0c\u5c55\u793a\u4e86\u8be5\u6a21\u578b\u5b9e\u9645\u8fd4\u56de\u7684\u7ed3\u679c\uff0c\u5e76\u4e0e Gemini 3.7 Flash \u7684\u7ed3\u679c\u8fdb\u884c\u4e86\u5bf9\u6bd4\u3002.<\/p>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<p>\u5982\u679c\u60a8\u60f3\u91cd\u590d\u8fdb\u884c\u6bd4\u8f83\uff0c\u800c\u65e0\u9700\u7ba1\u7406\u5355\u72ec\u7684\u6a21\u578b\u9009\u9879\u5361\uff0c, <a href=\"https:\/\/www.glbgpt.com\/home?inviter=hub_popup&amp;login=1\">GlobalGPT<\/a> \u63d0\u4f9b\u4e86\u4e00\u4e2a\u7528\u4e8e\u6d4b\u8bd5\u591a\u4e2aAI\u6a21\u578b\u7684\u5de5\u4f5c\u533a\u3002\u5173\u4e8e\u4e0a\u4e00\u4ee3\u4ea7\u54c1\u7684\u80cc\u666f\u4fe1\u606f\uff0c\u6211\u4eec\u7684 <a href=\"https:\/\/www.glbgpt.com\/hub\/gemini-3-6-flash-review\/\">Gemini 3.6 \u95ea\u8bc4<\/a> \u8fd9\u8868\u660eFlash\u4ea7\u54c1\u7ebf\u7684\u53d8\u5316\u901f\u5ea6\u6709\u591a\u5feb\u3002.<\/p>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<div class=\"notice\"><strong>\u8bc1\u636e\u72b6\u6001\uff1a<\/strong> \u4e24\u4e2a\u6a21\u578b\u5728\u516d\u9879\u5339\u914d\u4efb\u52a1\u4e2d\u5747\u7ed9\u51fa\u4e86\u53ef\u7528\u7684\u7b54\u6848\u3002\u4e00\u9879\u7814\u7a76\u7efc\u8ff0\u4efb\u52a1\u5728\u4e24\u4e2a\u6a21\u578b\u4e2d\u5747\u672a\u5b8c\u6210\uff0c\u4ec5\u8fdb\u884c\u5230\u53e5\u5b50\u4e2d\u9014\uff0c\u56e0\u6b64\u672a\u8ba1\u5165\u8d28\u91cf\u8bc4\u5206\u3002\u672c\u6b21\u8bc4\u5ba1\u671f\u95f4\u65e0\u6cd5\u8054\u7cfb\u5230 Artificial Analysis\uff0c\u56e0\u6b64\u672a\u63d0\u4f9b\u7ecf\u6838\u5b9e\u7684\u7b2c\u4e09\u65b9\u6392\u884c\u699c\u6570\u636e\u3002.<\/div>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<div class=\"grid\"><div class=\"stat\"><strong>1\u20134<\/strong><span>\u4efb\u52a1\u80dc\u573a\uff1a3.8 \u5bf9 3.7<\/span><\/div><div class=\"stat\"><strong>1<\/strong><span>\u9ad8\u54c1\u8d28\u9886\u5e26<\/span><\/div><div class=\"stat\"><strong>1<\/strong><span>\u7ed3\u679c\u4e0d\u660e\u786e\u7684\u4efb\u52a1<\/span><\/div><div class=\"stat\"><strong>6\/6<\/strong><span>\u5df2\u5b8c\u6210\u7684\u914d\u5bf9\u5728\u901f\u5ea6\u65b9\u9762\u8868\u73b0\u66f4\u4f73\uff0c\u5f97\u5206\u4e3a3.7<\/span><\/div><\/div>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<nav class=\"toc\" aria-label=\"\u76ee\u5f55\"><strong>\u5728\u672c\u7bc7\u8bc4\u8bba\u4e2d<\/strong><ol><li><a href=\"#short-answer\">\u7b80\u7b54<\/a><\/li><li><a href=\"#what-is\">\u4ec0\u4e48\u662f Gemini 3.8 Flash<\/a><\/li><li><a href=\"#specs\">\u89c4\u683c\u4e0e\u4f9b\u8d27\u60c5\u51b5<\/a><\/li><li><a href=\"#pricing\">\u5b9a\u4ef7<\/a><\/li><li><a href=\"#benchmarks\">\u5b98\u65b9\u57fa\u51c6\u6d4b\u8bd5<\/a><\/li><li><a href=\"#method\">\u8bd5\u9a8c\u65b9\u6cd5<\/a><\/li><li><a href=\"#real-tests\">\u5b9e\u9645\u6d4b\u8bd5<\/a><\/li><li><a href=\"#scorecard\">\u8bb0\u5206\u5361<\/a><\/li><li><a href=\"#limitations\">\u5c40\u9650\u6027<\/a><\/li><li><a href=\"#verdict\">\u6700\u7ec8\u5224\u51b3<\/a><\/li><li><a href=\"#faq\">\u5e38\u89c1\u95ee\u9898<\/a><\/li><\/ol><\/nav>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<h2 id=\"short-answer\">Gemini 3.8 \u95ea\u8bc4\uff1a\u7b80\u77ed\u603b\u7ed3<\/h2>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<p><strong>\u5728\u8fd9\u9879\u9488\u5bf9\u524d\u4e03\u9879\u4efb\u52a1\u7684\u8bc4\u6d4b\u4e2d\uff0cGemini 3.8 Flash \u7684\u8868\u73b0\u672a\u53ca Gemini 3.7 Flash\u3002.<\/strong> \u5728\u516d\u7ec4\u53ef\u6bd4\u5bf9\u7684\u4efb\u52a1\u4e2d\uff0c3.8\u5728\u524d\u7aef\u89c4\u5212\u4efb\u52a1\u4e2d\u83b7\u80dc\uff0c\u5728Python\u9519\u8bef\u4fee\u590d\u4efb\u52a1\u4e2d\u6253\u5e73\uff0c\u4f46\u5728\u72b6\u6001\u7cbe\u5ea6\u3001\u6570\u636e\u63a8\u7406\u3001\u6709\u754c\u4ee3\u7406\u89c4\u5212\u548cSEO\u7f16\u8f91\u8fd9\u56db\u9879\u4efb\u52a1\u4e2d\u843d\u8d25\u3002\u5269\u4f59\u7684\u4e00\u9879\u7814\u7a76\u4efb\u52a1\u7ed3\u679c\u5c1a\u65e0\u5b9a\u8bba\u3002.<\/p>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<p>\u8fd9\u79cd\u5dee\u8ddd\u5e76\u975e\u6e90\u4e8e\u57fa\u7840\u77e5\u8bc6\u7684\u532e\u4e4f\uff0c\u800c\u662f\u6e90\u4e8e\u6700\u7ec8\u6210\u679c\u4e2d\u7684\u4e00\u4e9b\u7ec6\u5fae\u7f3a\u9677\uff1a\u4e00\u4e2a\u5206\u6bcd\u8ba1\u7b97\u9519\u8bef\u3001\u72b6\u6001\u6807\u7b7e\u4e0d\u591f\u4e25\u8c28\u3001\u884c\u6587\u4e0d\u591f\u7b80\u6d01\uff0c\u4ee5\u53ca\u5de5\u5177\u65b9\u6848\u4e0d\u591f\u5177\u4f53\u3002\u8fd9\u4e9b\u7ec6\u8282\u6070\u6070\u51b3\u5b9a\u4e86\u7b54\u6848\u80fd\u5426\u88ab\u7acb\u5373\u91c7\u7528\u3002.<\/p>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<div class=\"figure\"><h3>\u8bc4\u8bba\u5feb\u7167<\/h3><table><tr><th>\u5ea6\u91cf<\/th><th>Gemini 3.8 Flash<\/th><th>Gemini 3.7 Flash<\/th><\/tr><tr><td>\u4efb\u52a1\u80dc\u5229<\/td><td>1<\/td><td><strong>4<\/strong><\/td><\/tr><tr><td>\u9886\u5e26<\/td><td>1<\/td><td>1<\/td><\/tr><tr><td>\u5df2\u5b8c\u6210\u4efb\u52a1\u7684\u8017\u65f6<\/td><td>49.266\u79d2<\/td><td><strong>42.909\u79d2<\/strong><\/td><\/tr><tr><td>\u5df2\u5b8c\u6210\u4efb\u52a1\u7684\u8f93\u51fa\u4ee4\u724c<\/td><td>9,199<\/td><td><strong>7,489<\/strong><\/td><\/tr><tr><td>\u9884\u8ba1\u5df2\u5b8c\u6210\u4efb\u52a1\u7684\u6210\u672c<\/td><td>$0.036121<\/td><td><strong>$0.028569<\/strong><\/td><\/tr><\/table><\/div>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<p class=\"small\">\u8fd9\u4e9b\u7ed3\u679c\u63cf\u8ff0\u4e86\u5728\u540c\u4e00API\u8def\u7531\u548c\u540c\u4e00\u914d\u7f6e\u4e0b\u8fdb\u884c\u7684\u516d\u9879\u5c0f\u578b\u6587\u672c\u4efb\u52a1\u3002\u5b83\u4eec\u5e76\u975e\u5bf9\u4efb\u4f55\u4e00\u79cd\u6a21\u578b\u7684\u901a\u7528\u6392\u540d\u3002.<\/p>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<h2 id=\"what-is\">\u4ec0\u4e48\u662f Gemini 3.8 Flash\uff1f<\/h2>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<p><a href=\"https:\/\/deepmind.google\/models\/gemini\/flash\/\">\u8c37\u6b4c\u5bf9 Gemini 3.8 Flash \u7684\u63cf\u8ff0<\/a> \u4f5c\u4e3a\u5176\u7528\u4e8e\u7f16\u7801\u548c\u4ee3\u7406\u7684\u6700\u667a\u80fd\u7684Flash\u4e3b\u529b\u673a\u578b\uff0c\u7279\u522b\u4fa7\u91cd\u4e8e\u957f\u671f\u8f6f\u4ef6\u5de5\u7a0b\u548c\u77e5\u8bc6\u5de5\u4f5c\u3002\u5b83\u57fa\u4e8eGemini 3.7 Flash\u67b6\u6784\uff0c\u800c\u975e\u5b8c\u5168\u72ec\u7acb\u7684\u67b6\u6784\u3002.<\/p>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<p>\u8fd9\u79cd\u5b9a\u4f4d\u4e4b\u6240\u4ee5\u91cd\u8981\uff0c\u662f\u56e0\u4e3a\u8fd9\u4e0d\u4ec5\u4ec5\u662f\u4e00\u4e2a\u66f4\u4fbf\u5b9c\u7684\u901a\u7528\u804a\u5929\u673a\u5668\u4eba\u3002\u8c37\u6b4c\u5c063.8 Flash\u5b9a\u4f4d\u4e3a\u4e00\u79cd\u751f\u4ea7\u7ea7\u4ee3\u7406\u6a21\u578b\uff0c\u5b83\u80fd\u591f\u5728\u6587\u6863\u3001\u5de5\u5177\u3001\u4ee3\u7801\u4ee5\u53ca\u66f4\u957f\u7684\u4efb\u52a1\u5e8f\u5217\u4e2d\u8fdb\u884c\u63a8\u7406\uff0c\u540c\u65f6\u4fdd\u6301\u4e0eFlash\u76f8\u5f53\u7684\u5ef6\u8fdf\u548c\u53ef\u6269\u5c55\u6027\u3002.<\/p>\n<\/div>\n\n\n\n<figure class=\"wp-block-image size-large\" style=\"margin:24px auto\"><img decoding=\"async\" style=\"width:100%;height:auto;border:1px solid #dce3ea;border-radius:8px\" src=\"https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/09\/google-gemini-3-8-flash-official-overview.jpg\" alt=\"Google DeepMind \u5b98\u65b9 Gemini 3.8 Flash \u4ea7\u54c1\u9875\u9762\"><figcaption class=\"wp-element-caption\">\u8c37\u6b4c\u5c06 Gemini 3.8 Flash \u5b9a\u4f4d\u4e3a\u5176\u7528\u4e8e\u5927\u89c4\u6a21\u590d\u6742\u4ee3\u7406\u4efb\u52a1\u7684 Flash \u6a21\u578b\u3002\u6765\u6e90\uff1a <a href=\"https:\/\/deepmind.google\/models\/gemini\/flash\/\">\u8c37\u6b4c DeepMind<\/a>.<\/figcaption><\/figure>\n\n\n\n<div class=\"gemini38-review\">\n<h3>Gemini 3.8 \u95ea\u5b58\u53d1\u5e03\u65e5\u671f<\/h3>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<p>\"(\u300a\u4e16\u754c\u4eba\u6743\u5ba3\u8a00\u300b) <a href=\"https:\/\/deepmind.google\/models\/model-cards\/gemini-3-8-flash\/\">\u5b98\u65b9\u4eba\u7269\u5361<\/a> \u53d1\u8868\u4e8e <strong>2026\u5e749\u67082\u65e5<\/strong>. \u8c37\u6b4c\u7684\u4ea7\u54c1\u9875\u9762\u663e\u793a\u8be5\u578b\u53f7\u5df2\u5168\u9762\u4e0a\u5e02\uff0c\u800c\u975e\u4ec5\u9650\u9884\u89c8\u7248\u3002.<\/p>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<h3>\u4e0e Gemini 3.7 \u56fa\u4ef6\u76f8\u6bd4\uff0c\u6709\u54ea\u4e9b\u53d8\u5316\uff1f<\/h3>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<p>\u5b98\u65b9\u7684\u91cd\u70b9\u8f6c\u5411\u4e86\u8fd0\u884c\u65f6\u95f4\u66f4\u957f\u7684\u4ee3\u7406\u4efb\u52a1\u548c\u6700\u7ec8\u4ea7\u51fa\u3002\u8c37\u6b4c\u7740\u91cd\u5f3a\u8c03\u4e86\u8f6f\u4ef6\u5de5\u7a0b\u3001\u4e25\u8c28\u7684\u63a8\u7406\u3001\u5de5\u5177\u6267\u884c\u3001\u591a\u6a21\u6001\u7406\u89e3\u4ee5\u53ca\u590d\u6742\u7684\u4f01\u4e1a\u7ea7\u5de5\u4f5c\u3002\u5728\u6211\u4eec\u7684\u5c0f\u578b\u6d4b\u8bd5\u96c6\u91cc\uff0c\u8fd9\u79cd\u5b9a\u4f4d\u8f6c\u5316\u4e3a\u6700\u5f3a\u5927\u7684\u524d\u7aef\u65b9\u6848\uff0c\u4f46\u5e76\u672a\u5728\u6240\u6709\u65b9\u9762\u90fd\u5e26\u6765\u66f4\u53ef\u9760\u7684\u6700\u7ec8\u7b54\u6848\u3002.<\/p>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<h2 id=\"specs\">Gemini 3.8 \u95ea\u5b58\u89c4\u683c\u4e0e\u4f9b\u8d27\u60c5\u51b5<\/h2>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<table><tr><th>\u89c4\u683c<\/th><th>Gemini 3.8 Flash<\/th><th>\u8bc1\u636e<\/th><\/tr><tr><td>API \u6a21\u578b ID<\/td><td><code>gemini-3.8-flash<\/code><\/td><td>\u5b98\u65b9\u5b9a\u4ef7\u9875\u9762\u548c\u8fd4\u56de\u7684 API \u54cd\u5e94<\/td><\/tr><tr><td>\u73b0\u72b6<\/td><td>\u6b63\u5f0f\u53d1\u5e03<\/td><td><a href=\"https:\/\/deepmind.google\/models\/gemini\/flash\/\">Google DeepMind \u4ea7\u54c1\u9875\u9762<\/a><\/td><\/tr><tr><td>\u8f93\u5165\u4e0a\u4e0b\u6587<\/td><td>\u6700\u591a 100 \u4e07\u4e2a\u4ee3\u5e01<\/td><td>\u5b98\u65b9\u6a21\u7279\u5361<\/td><\/tr><tr><td>\u6700\u5927\u6587\u672c\u8f93\u51fa\u91cf<\/td><td>64K \u4e2a\u4ee3\u5e01<\/td><td>\u5b98\u65b9\u6a21\u7279\u5361<\/td><\/tr><tr><td>\u8f93\u5165<\/td><td>\u6587\u672c\u3001\u56fe\u7247\u3001\u97f3\u9891\u3001\u89c6\u9891\u548cPDF\u6587\u4ef6<\/td><td>\u5b98\u65b9\u4ea7\u54c1\u9875\u9762<\/td><\/tr><tr><td>\u8f93\u51fa<\/td><td>\u6587\u672c<\/td><td>\u5b98\u65b9\u6a21\u7279\u5361<\/td><\/tr><tr><td>\u5de5\u5177\u652f\u6301<\/td><td>\u51fd\u6570\u8c03\u7528\u3001\u641c\u7d22\u4f5c\u4e3a\u5de5\u5177\u3001\u8ba1\u7b97\u673a\u4f7f\u7528<\/td><td>\u5b98\u65b9\u4ea7\u54c1\u9875\u9762<\/td><\/tr><tr><td>\u5b98\u65b9\u901a\u884c\u8def\u9762<\/td><td>Gemini \u5e94\u7528\u3001Gemini \u4f01\u4e1a\u4ee3\u7406\u5e73\u53f0\u3001Google AI Studio\u3001Gemini API\u3001AI \u6a21\u5f0f\u4ee5\u53ca Google Antigravity<\/td><td>\u5b98\u65b9\u6a21\u7279\u5361<\/td><\/tr><tr><td>\u77e5\u8bc6\u5206\u6570\u7ebf<\/td><td>\u90e8\u5206\u57df\u540d\u5c06\u4e8e2026\u5e743\u6708\u751f\u6548\uff1b\u5176\u4f59\u57df\u540d\u5c06\u4e8e2025\u5e741\u6708\u751f\u6548<\/td><td>\u5b98\u65b9\u6a21\u7279\u5361<\/td><\/tr><\/table>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<p>100\u4e07\u4ee4\u724c\u7684\u7a97\u53e3\u4ec5\u4ee3\u8868\u5904\u7406\u5bb9\u91cf\uff0c\u5e76\u975e\u8bc1\u660e\u80fd\u5b8c\u7f8e\u68c0\u7d22\u957f\u6587\u6863\u3002\u4e0b\u9762\u7684\u6d4b\u8bd5\u5305\u5305\u542b\u4e00\u4e2a\u7b80\u77ed\u7684\u3001\u5bf9\u72b6\u6001\u654f\u611f\u7684\u63d0\u53d6\u4efb\u52a1\uff0c\u4f46\u5e76\u672a\u9a8c\u8bc1\u5176\u5728\u767e\u4e07\u4ee4\u724c\u89c4\u6a21\u4e0b\u7684\u6027\u80fd\u3002.<\/p>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<h2 id=\"pricing\">Gemini 3.8 \u95ea\u5b58\u5b9a\u4ef7\u548c API \u8d39\u7528<\/h2>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<p>\"(\u300a\u4e16\u754c\u4eba\u6743\u5ba3\u8a00\u300b) <a href=\"https:\/\/ai.google.dev\/gemini-api\/docs\/pricing\">Gemini API \u5b98\u65b9\u5b9a\u4ef7\u9875\u9762<\/a> \u5217\u51fa\u4e86\u622a\u81f32026\u5e7412\u670831\u65e5\u7684\u53d1\u5c04\u9891\u7387\u4e3a <strong>\u6bcf100\u4e07\u4e2a\u8f93\u5165\u4ee3\u5e01\u4e3a$0.75<\/strong> \u548c <strong>\u6bcf100\u4e07\u4e2a\u8f93\u51fa\u4ee3\u5e01\u4e3a$3.75<\/strong>, \uff0c\u5305\u62ec\u601d\u8003\u4ee3\u5e01\u30022027\u5e741\u67081\u65e5\uff0c\u8fd9\u4e9b\u8d39\u7387\u5c06\u4e0a\u8c03\u81f3$1.50\u548c$7.50\u3002.<\/p>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<div class=\"figure\"><h3>\u516c\u5e03\u7684\u4ef7\u76ee\u53d8\u52a8<\/h3><div class=\"bars\"><div class=\"bar-row\"><span>\u8f93\u5165 \u00b7 2026<\/span><div class=\"bar\"><span style=\"width:50%\"><\/span><\/div><strong>$0.75<\/strong><\/div><div class=\"bar-row\"><span>\u8f93\u5165 \u00b7 2027<\/span><div class=\"bar coral\"><span style=\"width:100%\"><\/span><\/div><strong>$1.50<\/strong><\/div><div class=\"bar-row\"><span>\u4ea7\u51fa \u00b7 2026<\/span><div class=\"bar\"><span style=\"width:50%\"><\/span><\/div><strong>$3.75<\/strong><\/div><div class=\"bar-row\"><span>\u4ea7\u51fa \u00b7 2027<\/span><div class=\"bar coral\"><span style=\"width:100%\"><\/span><\/div><strong>$7.50<\/strong><\/div><\/div><p class=\"small\">\u4ed8\u8d39\u6863\u4f4d\u7684\u6bcf100\u4e07\u4ee3\u5e01\u4ef7\u683c\u30022027\u5e741\u6708\u7684\u8d39\u7387\u662f2026\u5e74\u4f18\u60e0\u8d39\u7387\u7684\u4e24\u500d\u3002.<\/p><\/div>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<p>\u5728\u6211\u4eec\u7684\u6d4b\u8bd5\u671f\u95f4\uff0cGemini 3.8 Flash \u548c Gemini 3.7 Flash \u7684\u516c\u5e03\u8d77\u59cb\u8d39\u7387\u76f8\u540c\u3002\u5c3d\u7ba1\u5982\u6b64\uff0c\u7531\u4e8e 3.8 \u7684\u8bb0\u5f55\u4ee3\u5e01\u4f7f\u7528\u91cf\u66f4\u9ad8\uff0c\u56e0\u6b64\u6bcf\u7b14\u5df2\u5b8c\u6210\u7684\u4ea4\u6613\u5bf9\u6210\u672c\u66f4\u9ad8\u3002 \u5728 T02\u2013T07 \u671f\u95f4\uff0c3.8 \u7684\u4f30\u8ba1\u503c\u4e3a $0.036121\uff0c3.7 \u7684\u4f30\u8ba1\u503c\u4e3a $0.028569\u3002.<\/p>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<p>\u5982\u9700\u4e86\u89e3\u901f\u5ea6\u4e0e\u6210\u672c\u66f2\u7ebf\u4e0a\u7684\u53e6\u4e00\u4e2a\u6570\u636e\u70b9\uff0c\u8bf7\u53c2\u9605\u6211\u4eec\u7684 <a href=\"https:\/\/www.glbgpt.com\/hub\/gemini-3-5-flash-lite-review\/\">Gemini 3.5 Flash Lite \u8bc4\u6d4b<\/a>. \u201cLite\u201d \u578b\u53f7\u9002\u7528\u4e8e\u4e0d\u540c\u7684\u5de5\u4f5c\u8d1f\u8f7d\uff0c\u56e0\u6b64\u5176\u8f83\u4f4e\u7684\u4ef7\u683c\u4e0d\u5e94\u88ab\u89c6\u4e3a\u8d28\u91cf\u4e0a\u7684\u5fc5\u7136\u4f18\u52bf\u3002.<\/p>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<h2 id=\"benchmarks\">Gemini 3.8 Flash \u5b98\u65b9\u57fa\u51c6\u6d4b\u8bd5<\/h2>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<p>\u8c37\u6b4c\u7684\u6027\u80fd\u9875\u9762\u91cd\u70b9\u4ecb\u7ecd\u4e86\u56db\u4e2a\u65b9\u9762\uff1aDeepSWE v1.1\u3001Vals Finance Agent v2\u3001Harvey\u2019s Legal Agent Benchmark \u4ee5\u53ca HLE-Verified\u3002\u5176\u56fe\u8868\u663e\u793a\uff0c\u5728\u6240\u6709\u4e09\u9879\u8bc4\u4f30\u4e2d\uff0cGemini 3.8 Flash \u7684\u8868\u73b0\u5747\u4f18\u4e8e Gemini 3.7 Flash\uff0c\u4e14\u516c\u5e03\u4e86\u786e\u5207\u7684\u767e\u5206\u6bd4\u6570\u636e\u3002.<\/p>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<table><tr><th>\u5b98\u65b9\u8bc4\u4f30<\/th><th>Gemini 3.8 Flash<\/th><th>Gemini 3.7 Flash<\/th><th>\u8bc1\u636e\u8fb9\u754c<\/th><\/tr><tr><td>DeepSWE v1.1<\/td><td>\u5728\u8c37\u6b4c\u56fe\u8868\u4e2d\u4f4d\u4e8e70%\u4e4b\u4e0a<\/td><td>\u56fe\u8868\u4e2d\u4f4e\u4e8e3.8<\/td><td>\u8c37\u6b4c\u8868\u793a\uff0c3.8 \u5728\u80fd\u6548\u65b9\u9762\u5904\u4e8e\u9886\u5148\u5730\u4f4d\uff1b\u516c\u5f00\u56fe\u8868\u4e2d\u5e76\u672a\u663e\u793a\u786e\u5207\u7684\u6570\u503c\u6807\u7b7e\u3002.<\/td><\/tr><tr><td>Vals \u8d22\u52a1\u4ee3\u7406 v2<\/td><td><strong>61.4%<\/strong><\/td><td>59.0%<\/td><td>\u8c37\u6b4c\u5b98\u65b9\u56fe\u8868\uff1b\u8be5\u57fa\u51c6\u6d4b\u8bd5\u7684\u5b8c\u6574\u65b9\u6cd5\u8bba\u4ecd\u7136\u5f88\u91cd\u8981\u3002.<\/td><\/tr><tr><td>\u54c8\u7ef4\u7684\u6cd5\u5f8b\u4ee3\u7406\u4eba\u57fa\u51c6<\/td><td><strong>10.0%<\/strong><\/td><td>8.8%<\/td><td>\u8be5\u57fa\u51c6\u6d4b\u8bd5\u7ed3\u679c\u5e76\u4e0d\u4fdd\u8bc1\u5728\u5b9e\u9645\u90e8\u7f72\u4e2d\u7684\u6cd5\u5f8b\u51c6\u786e\u6027\u3002.<\/td><\/tr><tr><td>HLE \u8ba4\u8bc1<\/td><td><strong>54.9%<\/strong><\/td><td>53.6%<\/td><td>\u5b83\u5e76\u4e0d\u76f4\u63a5\u8861\u91cfSEO\u7f16\u8f91\u3001UI\u89c4\u5212\u6216\u54cd\u5e94\u6548\u7387\u3002.<\/td><\/tr><\/table>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<figure class=\"wp-block-image size-large\" style=\"margin:24px auto\"><img decoding=\"async\" style=\"width:100%;height:auto;border:1px solid #dce3ea;border-radius:8px\" src=\"..\/assets\/google-gemini-3-8-flash-deepswe-benchmark.png\" alt=\"Google DeepMind DeepSWE v1.1 \u9488\u5bf9 Gemini 3.8 Flash \u7684\u57fa\u51c6\u6d4b\u8bd5\u56fe\u8868\"><figcaption class=\"wp-element-caption\">\u8c37\u6b4c\u5b98\u65b9\u53d1\u5e03\u7684 DeepSWE v1.1 \u56fe\u8868\u663e\u793a\uff0cGemini 3.8 Flash \u7684\u80fd\u6548\u9ad8\u4e8e 70%\uff0c\u4e14\u4f4d\u4e8e\u8be5\u56fe\u8868\u4e2d\u80fd\u6548\u6700\u9ad8\u7684\u533a\u57df\u3002\u6765\u6e90\uff1a <a href=\"https:\/\/deepmind.google\/models\/gemini\/flash\/#performance\">Google DeepMind \u6027\u80fd\u9875\u9762<\/a>.<\/figcaption><\/figure>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<div class=\"notice\"><strong>\u7b2c\u4e09\u65b9\u57fa\u51c6\u6d4b\u8bd5\u8bf4\u660e\uff1a<\/strong> \u57282026\u5e749\u67084\u65e5\u7684\u7814\u7a76\u8fc7\u7a0b\u4e2d\uff0c\u672a\u80fd\u8054\u7cfb\u5230Artificial Analysis\u3002\u56e0\u6b64\uff0c\u672c\u8349\u6848\u91c7\u7528\u6765\u6e90\u660e\u786e\u7684\u5b98\u65b9\u58f0\u660e\uff0c\u5e76\u6682\u4e0d\u53d1\u5e03\u72ec\u7acb\u6392\u884c\u699c\u7684\u622a\u56fe\u3002.<\/div>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<h2 id=\"method\">\u6211\u4eec\u5982\u4f55\u6d4b\u8bd5 Gemini 3.8 Flash<\/h2>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<p>\u4e24\u4e2a\u6a21\u578b\u90fd\u6536\u5230\u4e86\u76f8\u540c\u7684\u4efb\u52a1\u63d0\u793a\u3001\u6e29\u5ea6\u503c\u4e3a0\u30013,200\u4e2a\u4ee4\u724c\u7684\u8f93\u51fa\u4e0a\u9650\uff0c\u4ee5\u53ca\u76f8\u540c\u7684API\u8def\u7531\u3002\u7531\u4e8e\u524d3.8\u4e2a\u8bf7\u6c42\u56e0\u6280\u672f\u539f\u56e0\u5931\u8d25\uff0c\u56e0\u6b64\u4e24\u4e2a\u6a21\u578b\u90fd\u5bf9T02\u8fdb\u884c\u4e86\u91cd\u65b0\u8fd0\u884c\uff1b\u4ec5\u5bf9\u5339\u914d\u7684\u91cd\u65b0\u8fd0\u884c\u7ed3\u679c\u8fdb\u884c\u8bc4\u5206\u3002.<\/p>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<table><tr><th>\u8bb0\u5f55\u5b57\u6bb5<\/th><th>\u4f7f\u7528\u65b9\u6cd5<\/th><\/tr><tr><td>\u9000\u56de\u7684\u6a21\u578b ID<\/td><td>\u5df2\u786e\u8ba4\u6240\u8bf7\u6c42\u7684\u6a21\u578b\u4f5c\u51fa\u4e86\u56de\u5e94\u3002.<\/td><\/tr><tr><td>\u5b9e\u9645\u4ea7\u51fa<\/td><td>\u6bd4\u8f83\u4e86\u6b63\u786e\u6027\u3001\u5b8c\u6574\u6027\u3001\u72b6\u6001\u4fdd\u771f\u5ea6\u4ee5\u53ca\u6240\u9700\u7f16\u8f91\u5de5\u4f5c\u3002.<\/td><\/tr><tr><td>\u5df2\u8fc7\u53bb\u7684\u65f6\u95f4\uff08\u79d2\uff09<\/td><td>\u6d4b\u91cf\u7684\u662f\u672c\u5730\u7aef\u5230\u7aef\u54cd\u5e94\u65f6\u95f4\uff0c\u800c\u975e\u670d\u52a1\u63d0\u4f9b\u5546\u7aef\u7684\u5ef6\u8fdf\u3002.<\/td><\/tr><tr><td>\u8f93\u5165\u548c\u8f93\u51fa\u4ee4\u724c<\/td><td>\u652f\u6301\u6309\u5b98\u65b9\u8d77\u59cb\u8d39\u7387\u8fdb\u884c\u4efb\u52a1\u7ea7\u6210\u672c\u4f30\u7b97\u3002.<\/td><\/tr><tr><td>\u5b8c\u6210\u539f\u56e0<\/td><td>\u5c06\u53ef\u7528\u7684\u7b54\u6848\u4e0e\u4e0d\u5b8c\u6574\u6216\u53d7\u9884\u7b97\u9650\u5236\u7684\u8f93\u51fa\u7ed3\u679c\u533a\u5206\u5f00\u6765\u3002.<\/td><\/tr><\/table>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<h2 id=\"real-tests\">Gemini 3.8 Flash \u5b9e\u9645\u6d4b\u8bd5\u7ed3\u679c<\/h2>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<p>\u6bcf\u5f20\u5361\u7247\u4e0a\u90fd\u6c47\u603b\u4e86\u4efb\u52a1\u5185\u5bb9\u3001\u5b9e\u9645\u63d0\u4ea4\u7684\u4f5c\u54c1\u3001\u8bc4\u5206\u7ed3\u679c\u4ee5\u53ca\u7f16\u8f91\u8bc4\u8bed\u3002\u4e3a\u4fbf\u4e8e\u9605\u8bfb\uff0c\u6458\u5f55\u5185\u5bb9\u5df2\u8fdb\u884c\u5220\u51cf\uff0c\u4f46\u4fdd\u7559\u4e86\u5173\u952e\u7ec6\u8282\u3002.<\/p>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<div class=\"task-card\"><div class=\"task-head\"><h3>\u6d4b\u8bd5 1\uff1a\u7814\u7a76\u7efc\u8ff0<\/h3><\/div><div class=\"task-body\"><p><strong>\u4efb\u52a1\uff1a<\/strong> \u6839\u636e\u7ed9\u5b9a\u7684\u56fa\u5b9a\u4e8b\u5b9e\u96c6\uff0c\u64b0\u5199\u4e00\u4efd180\u8bcd\u7684\u4e70\u5165\u5efa\u8bae\uff0c\u5176\u4e2d\u5e94\u5305\u542b\u4e09\u4e2a\u7406\u7531\u3001\u4e24\u4e2a\u672a\u77e5\u56e0\u7d20\u4ee5\u53ca\u4e00\u4e2a\u6d4b\u8bd5\u8ba1\u5212\u3002.<\/p><div class=\"task-grid\"><div class=\"slot\"><h4>Gemini 3.8 Flash<\/h4><p class=\"metrics\">18.211\u79d2 \u00b7 361\u4e2a\u8f93\u5165\u4ee4\u724c \/ 3,196\u4e2a\u8f93\u51fa\u4ee4\u724c \u00b7 \u4f30\u8ba1\u8017\u65f6 $0.012256<\/p><p class=\"output\">\u201c\u6211\u4eec\u5efa\u8bae\u9009\u62e9A\u578b\u2026\u20263. \u4ef7\u683c\u6301\u5e73\uff1aA\u578b\u548cB\u578b\u7684API\u8d77\u59cb\u4ef7\u683c\u76f8\u540c\u201d<\/p><\/div><div class=\"slot\"><h4>Gemini 3.7 Flash<\/h4><p class=\"metrics\">13.490\u79d2 \u00b7 108\u4e2a\u8f93\u5165\u4ee4\u724c \/ 3,196\u4e2a\u8f93\u51fa\u4ee4\u724c \u00b7 \u4f30\u8ba1\u8017\u65f6 $0.012066<\/p><p class=\"output\">\u201c\u6211\u4eec\u76f4\u63a5\u5efa\u8bae\u8bd5\u7528\u5e76\u8d2d\u4e70A\u578b\u2026\u2026\u622a\u81f312\u67083\u65e5\uff0c\u4e24\u79cd\u578b\u53f7\u7684API\u5165\u95e8\u4ef7\u683c\u5747\u4fdd\u6301\u4e0d\u53d8\u3002\u201d<\/p><\/div><\/div><p>\u8fd9\u4e24\u4e2a\u7b54\u6848\u90fd\u5728\u53e5\u5b50\u4e2d\u9014\u621b\u7136\u800c\u6b62\uff0c\u6ca1\u6709\u63d0\u5230\u6240\u9700\u7684\u672a\u77e5\u6570\u548c\u6d4b\u8bd5\u8ba1\u5212\u30023.8 \u53f7\u56de\u590d\u4e2d\u63d0\u5230 <code>\u505c\u6b62<\/code>, \uff0c\u800c3.7\u7248\u62a5\u544a\u79f0 <code>\u957f\u5ea6<\/code>; \u8fd9\u4e24\u79cd\u5904\u7406\u65b9\u5f0f\u5747\u4e0d\u4f1a\u6539\u53d8\u5bf9\u53ef\u7528\u6027\u7684\u5224\u65ad\u3002.<\/p><div class=\"winner inconclusive\"><strong>\u7ed3\u8bba\uff1a\u5c1a\u65e0\u5b9a\u8bba\u3002.<\/strong> \u8fd9\u4e24\u6b3e\u6a21\u578b\u5747\u672a\u5b8c\u6210\u8981\u6c42\u7684\u4ea4\u4ed8\u6210\u679c\u3002.<\/div><\/div><\/div>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<div class=\"task-card\"><div class=\"task-head\"><h3>\u6d4b\u8bd5 2\uff1aPython \u9519\u8bef\u4fee\u590d<\/h3><\/div><div class=\"task-body\"><p><strong>\u4efb\u52a1\uff1a<\/strong> \u8fd4\u56de\u4e09\u4e2a\u6570\u503c\u6700\u5927\u7684\u5df2\u652f\u4ed8\u8bb0\u5f55\uff0c\u5728\u6570\u503c\u76f8\u540c\u65f6\u4fdd\u6301\u8f93\u5165\u987a\u5e8f\uff0c\u5904\u7406\u7a7a\u8f93\u5165\uff0c\u89e3\u91ca\u6839\u672c\u539f\u56e0\uff0c\u5e76\u6dfb\u52a0\u4e24\u4e2a\u6d4b\u8bd5\u7528\u4f8b\u3002.<\/p><div class=\"task-grid\"><div class=\"slot\"><h4>Gemini 3.8 Flash<\/h4><p class=\"metrics\">7.969\u79d2 \u00b7 344\u4e2a\u8f93\u5165\u4ee4\u724c \/ 1,517\u4e2a\u8f93\u51fa\u4ee4\u724c \u00b7 \u4f30\u8ba1\u8017\u65f6 $0.005947<\/p><pre><code>paid.sort(key=lambda r: r[\"amount\"], reverse=True)\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\nreturn paid[:3]<\/code><\/pre><p class=\"output\">\u8be5\u6587\u7ae0\u89e3\u91ca\u4e86 Python \u7684\u7a33\u5b9a\u6392\u5e8f\uff0c\u5e76\u6d4b\u8bd5\u4e86\u6392\u5e8f\u7ed3\u679c\u3001\u5e76\u5217\u60c5\u51b5\u3001\u8fc7\u6ee4\u4ee5\u53ca\u7a7a\u8f93\u5165\u7684\u60c5\u51b5\u3002.<\/p><\/div><div class=\"slot\"><h4>Gemini 3.7 Flash<\/h4><p class=\"metrics\">7.818\u79d2 \u00b7 91\u4e2a\u8f93\u5165\u4ee4\u724c \/ 1,359\u4e2a\u8f93\u51fa\u4ee4\u724c \u00b7 \u4f30\u8ba1\u8017\u65f6 $0.005164<\/p><pre><code>paid.sort(key=lambda r: r[\"amount\"], reverse=True)\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\nreturn paid[:3]<\/code><\/pre><p class=\"output\">\u5b83\u8fd4\u56de\u4e86\u540c\u6837\u7684\u6700\u5c0f\u4fee\u590d\u65b9\u6848\uff0c\u5e76\u6ee1\u8db3\u4e86\u540c\u6837\u7684\u9a8c\u6536\u6807\u51c6\u3002.<\/p><\/div><\/div><p>\u8fd9\u4e24\u6bb5\u4ee3\u7801\u5728\u529f\u80fd\u4e0a\u662f\u7b49\u6548\u7684\u3002\u7b2c3.7\u9898\u7684\u7b54\u6848\u7a0d\u77ed\u4e00\u4e9b\uff0c\u6267\u884c\u6210\u672c\u4e5f\u66f4\u4f4e\uff0c\u4f46\u8fd9\u5e76\u4e0d\u8db3\u4ee5\u5f71\u54cd\u8f93\u51fa\u8d28\u91cf\u3002.<\/p><div class=\"winner\"><strong>\u7ed3\u679c\uff1a\u5e73\u5c40\u3002.<\/strong> \u4e24\u8005\u90fd\u751f\u6210\u4e86\u4e00\u4e2a\u6b63\u786e\u4e14\u53ef\u7528\u7684\u8865\u4e01\u3002.<\/div><\/div><\/div>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<div class=\"task-card\"><div class=\"task-head\"><h3>\u6d4b\u8bd5 3\uff1a\u6587\u672c\u524d\u7aef\u5b9e\u73b0\u8ba1\u5212<\/h3><\/div><div class=\"task-body\"><p><strong>\u4efb\u52a1\uff1a<\/strong> \u9488\u5bf9\u6240\u8ff0\u7684\u7ed3\u8d26\u6d41\u7a0b\uff0c\u89c4\u5212\u4e94\u9879\u4f18\u5148\u7ea7\u6392\u5e8f\u7684\u4fee\u590d\u65b9\u6848\u3001\u54cd\u5e94\u5f0f\u884c\u4e3a\u4ee5\u53ca\u8d28\u91cf\u4fdd\u8bc1\u5de5\u4f5c\u3002\u672a\u63d0\u4f9b\u622a\u56fe\u3002.<\/p><div class=\"task-grid\"><div class=\"slot\"><h4>Gemini 3.8 Flash<\/h4><p class=\"metrics\">10.128\u79d2 \u00b7 340\u4e2a\u8f93\u5165\u4ee4\u724c \/ 1,509\u4e2a\u8f93\u51fa\u4ee4\u724c \u00b7 \u4f30\u8ba1 $0.005914<\/p><p class=\"output\">\u5176\u4e2d\u89c4\u5b9a\u4e8658\/42\u7684\u684c\u9762\u7f51\u683c\u5e03\u5c40\u300148\u201352\u50cf\u7d20\u7684CTA\u6309\u94ae\u3001\u90bb\u8fd1\u7684\u4fe1\u4efb\u63d0\u793a\u3001\u60c5\u5883\u5316\u6298\u6263\u63d0\u793a\u3001\u79fb\u52a8\u7aef\u8ba2\u5355\u6458\u8981\u6298\u53e0\u9762\u677f\u3001\u7126\u70b9\u72b6\u6001\u4ee5\u53ca\u6ea2\u51fa\u68c0\u67e5\u3002.<\/p><\/div><div class=\"slot\"><h4>Gemini 3.7 Flash<\/h4><p class=\"metrics\">8.149\u79d2 \u00b7 87\u4e2a\u8f93\u5165\u4ee4\u724c \/ 1,416\u4e2a\u8f93\u51fa\u4ee4\u724c \u00b7 \u4f30\u8ba1 $0.005375<\/p><p class=\"output\">\u8be5\u65b9\u6848\u63d0\u51fa\u4e86\u7c7b\u4f3c\u7684\u7f51\u683c\u548c\u79fb\u52a8\u7aef\u6280\u672f\u6808\uff0c\u4f46\u5f15\u5165\u4e86\u201c256\u4f4d\u52a0\u5bc6\u7ed3\u8d26\u201d\u529f\u80fd\uff0c\u800c\u8be5\u529f\u80fd\u5728\u4efb\u52a1\u63cf\u8ff0\u4e2d\u5e76\u672a\u63d0\u53ca\u3002.<\/p><\/div><\/div><p>\u8fd9\u4e24\u9879\u8ba1\u5212\u5747\u53ef\u5b9e\u65bd\u30023.8\u8ba1\u5212\u7684\u8d28\u91cf\u4fdd\u8bc1\u68c0\u67e5\u6e05\u5355\u66f4\u5b8c\u5584\uff0c\u4e14\u907f\u514d\u4e86\u63d0\u51fa\u5177\u4f53\u7684\u52a0\u5bc6\u4e3b\u5f20\u3002.<\/p><div class=\"winner\"><strong>\u8bc4\u5206\uff1aGemini 3.8 Flash\u3002.<\/strong> \u66f4\u5b8c\u5584\uff0c\u4ea4\u7ed9\u524d\u7aef\u56e2\u961f\u4e5f\u66f4\u5b89\u5168\u3002.<\/div><\/div><\/div>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<div class=\"task-card\"><div class=\"task-head\"><h3>\u6d4b\u8bd5 4\uff1a\u72b6\u6001\u611f\u77e5\u63d0\u53d6<\/h3><\/div><div class=\"task-body\"><p><strong>\u4efb\u52a1\uff1a<\/strong> \u6c47\u603b Orion\uff0c\u5e76\u5c06\u201c\u5df2\u786e\u8ba4\u201d\u3001\u201c\u5df2\u8ba1\u5212\u201d\u3001\u201c\u5df2\u6279\u51c6\u201d\u3001\u201c\u5f85\u5904\u7406\u201d\u3001\u201c\u672a\u77e5\u201d\u548c\u201c\u672a\u6838\u5b9e\u201d\u8fd9\u51e0\u79cd\u72b6\u6001\u4fdd\u5b58\u5728\u4e8b\u5b9e\u8868\u4e2d\u3002.<\/p><div class=\"task-grid\"><div class=\"slot\"><h4>Gemini 3.8 Flash<\/h4><p class=\"metrics\">6.292\u79d2 \u00b7 371\u4e2a\u8f93\u5165\u4ee4\u724c \/ 1,122\u4e2a\u8f93\u51fa\u4ee4\u724c \u00b7 \u4f30\u8ba1 $0.004486<\/p><p class=\"output\">\u5b83\u5c06\u7b2c\u4e8c\u4f4d\u8bd5\u98de\u5458\u6807\u8bb0\u4e3a\u201c\u5df2\u786e\u8ba4\/\u5f85\u5b9a\u201d\uff0c\u5e76\u5199\u9053\u7b2c\u4e00\u4f4d\u8bd5\u98de\u5458\u201c\u6210\u529f\u5904\u7406\u201d\u4e8682%\u4e2a\u6848\u4f8b\u3002.<\/p><\/div><div class=\"slot\"><h4>Gemini 3.7 Flash<\/h4><p class=\"metrics\">7.126\u79d2 \u00b7 118\u4e2a\u8f93\u5165\u4ee4\u724c \/ 1,152\u4e2a\u8f93\u51fa\u4ee4\u724c \u00b7 \u4f30\u8ba1 $0.004409<\/p><p class=\"output\">\u5b83\u5c06\u53d1\u5e03\u72b6\u6001\u4fdd\u6301\u4e3a\u201c\u8ba1\u5212\u4e2d\uff08\u672a\u83b7\u6279\u51c6\uff09\u201d\uff0c\u6cd5\u5f8b\u5ba1\u67e5\u72b6\u6001\u4fdd\u6301\u4e3a\u201c\u8ba1\u5212\u4e2d\uff08\u5f85\u5b9a\uff09\u201d\uff0c\u751f\u4ea7\u5c31\u7eea\u72b6\u6001\u4fdd\u6301\u4e3a\u201c\u672a\u77e5\u201d\u3002\u201d<\/p><\/div><\/div><p>\u4e24\u8005\u90fd\u4fdd\u7559\u4e86\u6838\u5fc3\u4e8b\u5b9e\uff0c\u4f463.7\u5bf9\u201c\u5df2\u6279\u51c6\u201d\u3001\u201c\u89c4\u5212\u4e2d\u201d\u3001\u201c\u5f85\u5ba1\u6838\u201d\u548c\u201c\u72b6\u6001\u4e0d\u660e\u201d\u7684\u533a\u5206\u66f4\u4e3a\u7cbe\u51c6\u3002\u4e24\u8005\u90fd\u5728\u4e2d\u6027\u768482%\u8bd5\u70b9\u58f0\u660e\u4e2d\u6dfb\u52a0\u4e86\u201c\u6210\u529f\u201d\u4e00\u8bcd\u3002.<\/p><div class=\"winner old\"><strong>\u7ed3\u8bba\uff1aGemini 3.7 Flash\uff0c\u7565\u80dc\u4e00\u7b79\u3002.<\/strong> \u66f4\u9ad8\u7684\u72b6\u6001\u4fdd\u771f\u5ea6\u3002.<\/div><\/div><\/div>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<div class=\"task-card\"><div class=\"task-head\"><h3>\u6d4b\u8bd5 5\uff1a\u6570\u636e\u63a8\u7406<\/h3><\/div><div class=\"task-body\"><p><strong>\u4efb\u52a1\uff1a<\/strong> \u8ba1\u7b97\u5e7f\u544a\u6295\u8d44\u56de\u62a5\u7387\uff08ROAS\uff09\u548c\u4ed8\u8d39\u8f6c\u5316\u7387\uff0c\u6b63\u786e\u5904\u7406\u96f6\u652f\u51fa\u5206\u6bcd\u7684\u60c5\u51b5\uff0c\u5bf9\u6e20\u9053\u8fdb\u884c\u6392\u540d\uff0c\u5e76\u5efa\u8bae\u91c7\u7528\u201c$300\u201d\u7684\u6761\u4ef6\u5206\u914d\u65b9\u6848\u3002.<\/p><div class=\"task-grid\"><div class=\"slot\"><h4>Gemini 3.8 Flash<\/h4><p class=\"metrics\">11.074\u79d2 \u00b7 377\u4e2a\u8f93\u5165\u4ee4\u724c \/ 2,355\u4e2a\u8f93\u51fa\u4ee4\u724c \u00b7 \u4f30\u8ba1\u8017\u65f6 $0.009114<\/p><p class=\"output\">\u5b83\u6b63\u786e\u5730\u5c06\u7535\u5b50\u90ae\u4ef6\u7684ROAS\u8bc4\u5b9a\u4e3a7.0\u500d\u3001\u641c\u7d22\u7684ROAS\u8bc4\u5b9a\u4e3a3.0\u500d\u3001\u793e\u4ea4\u5a92\u4f53\u7684ROAS\u8bc4\u5b9a\u4e3a2.6\u500d\uff0c\u5e76\u6392\u9664\u4e86\u5408\u4f5c\u4f19\u4f34\u7684ROAS\u3002\u968f\u540e\u6307\u51fa\uff0c\u96f6\u6295\u5165\u4f1a\u5bfc\u81f4ROAS\u548cCPA\u7684\u5206\u6bcd\u5747\u4e3a\u96f6\u3002.<\/p><\/div><div class=\"slot\"><h4>Gemini 3.7 Flash<\/h4><p class=\"metrics\">9.106\u79d2 \u00b7 124\u4e2a\u8f93\u5165\u4ee4\u724c \/ 1,969\u4e2a\u8f93\u51fa\u4ee4\u724c \u00b7 \u4f30\u8ba1\u8017\u65f6 $0.007477<\/p><p class=\"output\">\u5b83\u8fd4\u56de\u4e86\u76f8\u540c\u7684\u6b63\u786e\u6392\u540d\uff0c\u5e76\u5c06\u5408\u4f5c\u4f19\u4f34 ROAS \u89c6\u4e3a\u65e0\u6cd5\u8861\u91cf\uff0c\u968f\u540e\u5efa\u8bae\u91c7\u7528 $200 \u7535\u5b50\u90ae\u4ef6 \/ $100 \u641c\u7d22\u7684\u7ec4\u5408\uff0c\u524d\u63d0\u662f\u7535\u5b50\u90ae\u4ef6\u80fd\u591f\u5b9e\u73b0\u89c4\u6a21\u5316\u3002.<\/p><\/div><\/div><p>\u7b2c3.8\u9898\u7684\u7b54\u6848\u5b58\u5728\u4e00\u4e2a\u771f\u6b63\u7684\u6570\u5b66\u9519\u8bef\uff1aCPA\u7b49\u4e8e\u652f\u51fa\u9664\u4ee5\u8f6c\u5316\u6b21\u6570\uff0c\u56e0\u6b64$0\u9664\u4ee54\u7684\u7ed3\u679c\u4ecd\u662f$0\uff0c\u800c\u4e0d\u662f\u5206\u6bcd\u4e3a\u96f6\u7684\u60c5\u51b5\u3002.<\/p><div class=\"winner old\"><strong>\u8bc4\u5206\uff1aGemini 3.7 Flash\u3002.<\/strong> \u63a8\u7406\u6b63\u786e\uff0c\u6ca1\u6709\u51fa\u73b0\u591a\u4f59\u5206\u6bcd\u7684\u9519\u8bef\u3002.<\/div><\/div><\/div>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<div class=\"task-card\"><div class=\"task-head\"><h3>\u6d4b\u8bd5 6\uff1a\u6709\u754c\u4ee3\u7406\u89c4\u5212<\/h3><\/div><div class=\"task-body\"><p><strong>\u4efb\u52a1\uff1a<\/strong> \u4f7f\u7528\u56db\u79cd\u6307\u5b9a\u5de5\u5177\u6536\u96c6\u4e00\u9879\u5b98\u65b9API\u4ef7\u683c\uff0c\u9047\u5230\u975e\u5b98\u65b9\u6216\u6a21\u68f1\u4e24\u53ef\u7684\u8bc1\u636e\u65f6\u505c\u6b62\uff0c\u5e76\u7528\u4e0d\u8d85\u8fc7220\u4e2a\u5355\u8bcd\u5b9a\u4e49\u201c\u5b8c\u6210\u201d\u7684\u542b\u4e49\u3002.<\/p><div class=\"task-grid\"><div class=\"slot\"><h4>Gemini 3.8 Flash<\/h4><p class=\"metrics\">5.603\u79d2 \u00b7 354\u4e2a\u8f93\u5165\u4ee4\u724c \/ 948\u4e2a\u8f93\u51fa\u4ee4\u724c \u00b7 \u4f30\u8ba1\u8017\u65f6 $0.003821<\/p><p class=\"output\">\u8be5\u6d41\u7a0b\u5c06\u201c\u641c\u7d22\u201d\u3001\u201c\u83b7\u53d6\u201d\u3001\u201c\u89e3\u6790\u201d\u548c\u201c\u6301\u4e45\u5316\u201d\u8fd9\u51e0\u4e2a\u6b65\u9aa4\u8fdb\u884c\u4e86\u6620\u5c04\uff0c\u968f\u540e\u53c8\u589e\u52a0\u4e86\u201c\u771f\u5b9e\u6027\u201d\u3001\u201c\u53ef\u7528\u6027\u201d\u548c\u201c\u4ef7\u683c\u900f\u660e\u5ea6\u201d\u8fd9\u4e09\u9053\u95e8\u69db\u3002.<\/p><\/div><div class=\"slot\"><h4>Gemini 3.7 Flash<\/h4><p class=\"metrics\">5.127\u79d2 \u00b7 101\u4e2a\u8f93\u5165\u4ee4\u724c \/ 894\u4e2a\u8f93\u51fa\u4ee4\u724c \u00b7 \u4f30\u8ba1\u8017\u65f6 $0.003428<\/p><p class=\"output\">\u5b83\u4f7f\u7528\u4e86\u660e\u786e\u7684\u5de5\u5177\u8c03\u7528\u8bed\u6cd5\uff0c\u540d\u4e3a <code>model_pricing.csv<\/code>, \u9700\u8981\u4e0d\u540c\u7684\u8f93\u5165\u548c\u8f93\u51fa\u901f\u7387\uff0c\u5e76\u5c06\u4e00\u884c\u901a\u8fc7\u9a8c\u8bc1\u5b9a\u4e49\u4e3a\u5b8c\u6210\u3002.<\/p><\/div><\/div><p>\u8fd9\u4e24\u4e2a\u65b9\u6848\u90fd\u7b26\u5408\u505c\u6b62\u6761\u4ef6\u30023.7 \u65b9\u6848\u5728\u53ef\u7528\u8c03\u7528\u548c\u4fdd\u5b58\u7684\u5de5\u4ef6\u65b9\u9762\u66f4\u4e3a\u5177\u4f53\uff0c\u4e14\u4e0d\u4f1a\u5047\u88c5\u5de5\u5177\u5df2\u8fd0\u884c\u3002.<\/p><div class=\"winner old\"><strong>\u7ed3\u8bba\uff1aGemini 3.7 Flash\uff0c\u7565\u80dc\u4e00\u7b79\u3002.<\/strong> \u4ee5\u66f4\u4f4e\u7684\u54cd\u5e94\u6210\u672c\u5b9e\u73b0\u66f4\u5feb\u7684\u6267\u884c\u3002.<\/div><\/div><\/div>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<div class=\"task-card\"><div class=\"task-head\"><h3>\u6d4b\u8bd5 7\uff1aSEO \u5199\u4f5c\u4e0e\u7f16\u8f91<\/h3><\/div><div class=\"task-body\"><p><strong>\u4efb\u52a1\uff1a<\/strong> \u4ec5\u8fd4\u56de HTML \u5185\u5bb9\uff0c\u51c6\u786e\u4f7f\u7528\u201cGemini 3.8 Flash \u8bc4\u6d4b\u201d\u8fd9\u4e00\u77ed\u8bed\u4e00\u6b21\uff0c\u4fdd\u7559\u56db\u4e2a\u5df2\u9501\u5b9a\u7684\u4e8b\u5b9e\uff0c\u5e76\u907f\u514d\u51fa\u73b0\u672a\u7ecf\u8bc1\u5b9e\u7684\u7ed3\u679c\u3001\u4ef7\u683c\u3001\u65e5\u671f\u6216\u8bbf\u95ee\u58f0\u660e\u3002.<\/p><div class=\"task-grid\"><div class=\"slot\"><h4>Gemini 3.8 Flash<\/h4><p class=\"metrics\">8.200\u79d2 \u00b7 379\u4e2a\u8f93\u5165\u4ee4\u724c \/ 1,748\u4e2a\u8f93\u51fa\u4ee4\u724c \u00b7 \u4f30\u8ba1\u8017\u65f6 $0.006839<\/p><pre><code>&lt;p&gt;\u5728\u6211\u4eec\u7684 Gemini 3.8 Flash \u8bc4\u6d4b\u4e2d\uff0c\u6211\u4eec\u901a\u8fc7\u5bf9\u6bd4\u5b98\u65b9\u57fa\u51c6\u6d4b\u8bd5\u7ed3\u679c\u4e0e\u91c7\u7528\u76f8\u540c\u63d0\u793a\u8bcd\u7684 API \u6d4b\u8bd5\u7ed3\u679c\uff0c\u5bf9\u8fd9\u6b3e Google \u673a\u578b\u8fdb\u884c\u4e86\u8bc4\u4f30\uff1b\u8bc4\u6d4b\u8bb0\u5f55\u663e\u793a\uff0c\u5b9e\u9645\u6d4b\u8bd5\u7ed3\u679c\u5c1a\u5f85\u516c\u5e03\uff1a&lt;\/p&gt;<\/code><\/pre><\/div><div class=\"slot\"><h4>Gemini 3.7 Flash<\/h4><p class=\"metrics\">5.583\u79d2 \u00b7 126\u4e2a\u8f93\u5165\u4ee4\u724c \/ 699\u4e2a\u8f93\u51fa\u4ee4\u724c \u00b7 \u4f30\u8ba1\u8017\u65f6 $0.002716<\/p><pre><code>&lt;p&gt;\u672c\u7bc7\u5173\u4e8e Gemini 3.8 Flash \u7684\u8bc4\u6d4b\uff0c\u901a\u8fc7\u5bf9\u6bd4\u5b98\u65b9\u57fa\u51c6\u6d4b\u8bd5\u6570\u636e\u4e0e\u91c7\u7528\u76f8\u540c\u63d0\u793a\u8bcd\u7684 API \u6d4b\u8bd5\u7ed3\u679c\uff0c\u5bf9\u8fd9\u6b3e\u5168\u65b0\u7684 Google \u673a\u578b\u8fdb\u884c\u4e86\u5206\u6790\uff1b\u5b9e\u9645\u4e0a\u624b\u6d4b\u8bd5\u7ed3\u679c\u76ee\u524d\u5c1a\u672a\u516c\u5e03\u3002.&lt;\/p&gt;<\/code><\/pre><\/div><\/div><p>\u4e24\u8005\u90fd\u7b26\u5408\u7ed3\u6784\u8981\u6c42\u5e76\u51c6\u786e\u53cd\u6620\u4e86\u4e8b\u5b9e\u30023.7\u4e2d\u7684\u53e5\u5b50\u66f4\u7b80\u6d01\uff0c\u8bfb\u8d77\u6765\u50cf\u662f\u4e00\u7bc7\u53ef\u53d1\u5e03\u7684SEO\u6587\u6848\uff1b\u800c3.8\u4e2d\u2019\u5982\u8bc4\u4f30\u8bb0\u5f55\u6240\u793a\u201c\u8fd9\u79cd\u53e5\u5f0f\u5219\u663e\u5f97\u522b\u626d\u3002.<\/p><div class=\"winner old\"><strong>\u8bc4\u5206\uff1aGemini 3.7 Flash\u3002.<\/strong> \u7528\u66f4\u5c11\u7684\u8bcd\uff0c\u5b9e\u73b0\u66f4\u597d\u7684\u7f16\u8f91\u6548\u679c\u3002.<\/div><\/div><\/div>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<h2 id=\"scorecard\">Gemini 3.8 \u95ea\u5149\u6d4b\u8bd5\u8bc4\u5206\u8868<\/h2>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<div class=\"figure\"><table><tr><th>\u4efb\u52a1<\/th><th>\u4f18\u80dc\u8005<\/th><th>\u51b3\u5b9a\u6027\u5dee\u5f02<\/th><\/tr><tr><td>\u7814\u7a76\u7efc\u8ff0<\/td><td>\u5c1a\u65e0\u5b9a\u8bba<\/td><td>\u4e24\u8005\u90fd\u4e0d\u5b8c\u6574<\/td><\/tr><tr><td>Python \u9519\u8bef\u4fee\u590d<\/td><td>\u9886\u5e26<\/td><td>\u7b49\u6548\u4ee3\u7801\u4e0e\u8986\u76d6\u7387<\/td><\/tr><tr><td>\u524d\u7aef\u65b9\u6848<\/td><td><strong>Gemini 3.8 Flash<\/strong><\/td><td>\u66f4\u5b8c\u5584\u7684\u8d28\u91cf\u4fdd\u8bc1\uff0c\u4e14\u4e0d\u865a\u6784\u52a0\u5bc6\u4e3b\u5f20<\/td><\/tr><tr><td>\u72b6\u6001\u63d0\u53d6<\/td><td>Gemini 3.7 Flash<\/td><td>\u66f4\u7cbe\u786e\u7684\u72b6\u6001\u6807\u7b7e<\/td><\/tr><tr><td>\u6570\u636e\u63a8\u7406<\/td><td>Gemini 3.7 Flash<\/td><td>\u65e0CPA\u5206\u6bcd\u9519\u8bef<\/td><\/tr><tr><td>\u4ee3\u7406\u89c4\u5212<\/td><td>Gemini 3.7 Flash<\/td><td>\u66f4\u591a\u5177\u4f53\u7684\u8c03\u7528\u548c\u5b9e\u73b0<\/td><\/tr><tr><td>SEO\u7f16\u8f91<\/td><td>Gemini 3.7 Flash<\/td><td>\u66f4\u7b80\u6d01\u3001\u66f4\u9002\u5408\u53d1\u8868\u7684\u53e5\u5b50<\/td><\/tr><\/table><\/div>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<p>\u8fd9\u4e00\u7ed3\u679c\u4e3a\u53d1\u5e03\u62a5\u9053\u63d0\u4f9b\u4e86\u4e00\u4e2a\u6709\u4ef7\u503c\u7684\u5e73\u8861\u89c6\u89d2\u3002Gemini 3.8 Flash \u7248\u672c\u5728\u8c37\u6b4c\u9009\u62e9\u91cd\u70b9\u5c55\u793a\u7684\u5b98\u65b9\u4ee3\u7406\u548c\u957f\u65f6\u6bb5\u8bc4\u4f30\u4e2d\u8868\u73b0\u53ef\u80fd\u66f4\u5f3a\uff0c\u4f46\u5728\u6211\u4eec\u8fdb\u884c\u7684\u56db\u9879\u5c0f\u578b\u53d7\u63a7\u4efb\u52a1\u4e2d\uff0c3.7 \u7248\u672c\u751f\u6210\u7684\u6700\u7ec8\u6210\u679c\u5374\u66f4\u51fa\u8272\u3002.<\/p>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<h2 id=\"limitations\">Gemini 3.8 \u6211\u4eec\u89c2\u5bdf\u5230\u7684\u95ea\u5b58\u9650\u5236<\/h2>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<p>\u6700\u5927\u7684\u95ee\u9898\u5e76\u4e0d\u662f\u4e00\u6b21\u91cd\u5927\u5931\u8bef\u3002\u800c\u662f <strong>\u989d\u5916\u7684\u6279\u6539\u5de5\u4f5c<\/strong>\uff1a\u5206\u6bcd\u8ba1\u7b97\u9519\u8bef\u3001\u72b6\u6001\u6807\u6ce8\u6a21\u7cca\u3001SEO \u53e5\u5f0f\u751f\u786c\uff0c\u4ee5\u53ca\u6bcf\u5b8c\u6210\u4e00\u9879\u4efb\u52a1\u5c31\u6d88\u8017\u66f4\u591a\u4ee3\u5e01\u3002T01 \u8fd8\u672a\u5b8c\u6210\u4e00\u4efd\u4e25\u683c\u89c4\u5b9a\u4e3a 180 \u5b57\u7684\u4ea4\u4ed8\u7269\u5c31\u5df2\u7ed3\u675f\u3002.<\/p>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<p>\u6b64\u6d4b\u8bd5\u5305\u4ec5\u4f7f\u7528\u6587\u672c\u3002\u5b83\u4e0d\u8bc4\u4f30\u56fe\u50cf\u3001\u97f3\u9891\u3001\u89c6\u9891\u3001PDF \u6587\u4ef6\u3001\u8ba1\u7b97\u673a\u4f7f\u7528\u60c5\u51b5\u3001\u771f\u6b63\u7684\u957f\u4e0a\u4e0b\u6587\u68c0\u7d22\uff0c\u4e5f\u4e0d\u8bc4\u4f30\u6301\u7eed\u6570\u5c0f\u65f6\u7684\u4ee3\u7406\u8fd0\u884c\u3002\u8c37\u6b4c\u7684\u6a21\u578b\u5361\u7247\u8fd8\u6307\u51fa\uff0c\u5728\u8f83\u9ad8\u52aa\u529b\u7ea7\u522b\u4e0b\uff0c\u53ef\u80fd\u51fa\u73b0\u5e7b\u89c9\u3001\u5076\u5c14\u7684\u8fd0\u884c\u7f13\u6162\u6216\u8d85\u65f6\uff0c\u4ee5\u53ca\u66f4\u9ad8\u7684\u4ee4\u724c\u6d88\u8017\u3002.<\/p>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<h2 id=\"verdict\">Gemini 3.8 \u95ea\u8bc4\uff1a\u6700\u7ec8\u8bc4\u4ef7<\/h2>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<p><strong>Gemini 3.8 Flash \u5bf9\u4e8e\u57fa\u4e8e\u4ee3\u7406\u548c\u957f\u65f6\u57df\u7684\u5de5\u4f5c\u8d1f\u8f7d\u800c\u8a00\u662f\u4e00\u6b21\u6709\u610f\u4e49\u7684\u5b98\u65b9\u5347\u7ea7\uff0c\u4f46\u5e76\u975e\u9002\u7528\u4e8e\u6240\u6709\u65e5\u5e38\u4efb\u52a1\u7684\u81ea\u52a8\u5347\u7ea7\u3002.<\/strong> \u5728\u672c\u6b21\u8bc4\u6d4b\u4e2d\uff0c\u5b83\u8d62\u5f97\u4e86\u516d\u7ec4\u53ef\u7528\u914d\u5bf9\u4e2d\u7684\u5176\u4e2d\u4e00\u7ec4\uff0c\u800c Gemini 3.7 Flash \u5219\u8d62\u5f97\u4e86\u56db\u7ec4\uff0c\u4e14\u8017\u65f6\u66f4\u5c11\u3001\u8f93\u51fa\u7684\u4ee3\u5e01\u66f4\u5c11\uff0c\u9884\u8ba1\u6210\u672c\u4e5f\u66f4\u4f4e\u3002.<\/p>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<p>\u5b9e\u9645\u7ecf\u9a8c\u662f\uff1a\u5e94\u9488\u5bf9\u60a8\u5b9e\u9645\u53d1\u5e03\u7684\u6210\u679c\u8fdb\u884c\u6d4b\u8bd5\u3002\u5982\u679c\u60a8\u4e3b\u8981\u5904\u7406\u7684\u662f\u957f\u671f\u8fd0\u884c\u7684\u8f6f\u4ef6\u5de5\u7a0b\u4efb\u52a1\u6216\u6d89\u53ca\u5927\u91cf\u6587\u6863\u7684\u4ee3\u7406\u6267\u884c\u4efb\u52a1\uff0c\u90a3\u4e48\u6839\u636e\u8c37\u6b4c\u5b98\u65b9\u7684\u57fa\u51c6\u6d4b\u8bd5\u5efa\u8bae\uff0c3.8\u7248\u672c\u503c\u5f97\u8ba4\u771f\u5c1d\u8bd5\u3002\u5982\u679c\u60a8\u66f4\u4fa7\u91cd\u4e8e\u7b80\u6d01\u7684\u7f16\u8f91\u3001\u5c0f\u89c4\u6a21\u6570\u636e\u5206\u6790\u6216\u5bf9\u72b6\u6001\u654f\u611f\u7684\u6458\u8981\u751f\u6210\uff0c\u90a3\u4e48\u6211\u4eec\u7684\u521d\u6b65\u6d4b\u8bd5\u7ed3\u679c\u8868\u660e\uff0c3.7\u7248\u672c\u4ecd\u7136\u6781\u5177\u7ade\u4e89\u529b\u3002.<\/p>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<p>\u5728\u6211\u4eec\u65e9\u5148\u7684\u7814\u7a76\u4e2d\u4e5f\u51fa\u73b0\u4e86\u540c\u6837\u7684\u6a21\u5f0f <a href=\"https:\/\/www.glbgpt.com\/hub\/gemini-3-6-flash-vs-3-1-pro\/\">Gemini 3.6 Flash \u4e0e Gemini 3.1 Pro \u5bf9\u6bd4<\/a>\uff1a\u751f\u6210\u6807\u7b7e\u4e0d\u80fd\u66ff\u4ee3\u5e76\u884c\u8f93\u51fa\u68c0\u67e5\u3002\u5728 <a href=\"https:\/\/www.glbgpt.com\/home?inviter=hub_popup&amp;login=1\">GlobalGPT<\/a>, \uff0c\u68c0\u67e5\u6700\u7ec8\u7b54\u6848\uff0c\u5e76\u6839\u636e\u8bc1\u636e\u800c\u975e\u7248\u672c\u53f7\u505a\u51fa\u9009\u62e9\u3002.<\/p>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<h2 id=\"faq\">Gemini 3.8 \u95ea\u5b58\u5e38\u89c1\u95ee\u9898\u89e3\u7b54<\/h2>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<h3>Gemini 3.8 \u56fa\u4ef6\u662f\u4ec0\u4e48\u65f6\u5019\u53d1\u5e03\u7684\uff1f<\/h3>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<p>\u8c37\u6b4cDeepMind\u4e8e2026\u5e749\u67082\u65e5\u53d1\u5e03\u4e86Gemini 3.8 Flash\u6a21\u578b\u5361\u3002.<\/p>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<h3>Gemini 3.8 Flash \u662f\u5426\u5df2\u6b63\u5f0f\u53d1\u5e03\uff1f<\/h3>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<p>\u662f\u7684\u3002\u8c37\u6b4c\u7684\u5b98\u65b9\u4ea7\u54c1\u9875\u9762\u663e\u793a\uff0cGemini 3.8 Flash \u5df2\u5168\u9762\u4e0a\u5e02\u3002.<\/p>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<h3>Gemini 3.8 Flash API \u7684\u578b\u53f7 ID \u662f\u591a\u5c11\uff1f<\/h3>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<p>\u5b98\u65b9\u578b\u53f7 ID \u662f <code>gemini-3.8-flash<\/code>, \uff0c\u8fd9\u4e0e\u6211\u4eec\u5728 API \u6d4b\u8bd5\u4e2d\u83b7\u5f97\u7684\u6a21\u578b ID \u4e5f\u4e00\u81f4\u3002.<\/p>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<h3>Gemini 3.8 Flash \u7684\u4ef7\u683c\u662f\u591a\u5c11\uff1f<\/h3>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<p>\u622a\u81f32026\u5e7412\u670831\u65e5\uff0c\u8c37\u6b4c\u5217\u51fa\u7684\u8d39\u7387\u4e3a\uff1a\u6bcf100\u4e07\u4e2a\u8f93\u5165\u4ee4\u724c$0.75\uff0c\u6bcf100\u4e07\u4e2a\u8f93\u51fa\u4ee4\u724c\uff08\u5305\u62ec\u601d\u8003\u4ee4\u724c\uff09$3.75\u3002 \u81ea2027\u5e741\u67081\u65e5\u8d77\uff0c\u8d39\u7387\u5c06\u4e0a\u8c03\u81f3$1.50\u548c$7.50\u3002.<\/p>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<h3>Gemini 3.8 Flash \u662f\u5426\u514d\u8d39\uff1f<\/h3>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<p>\u8c37\u6b4c\u7684\u5b9a\u4ef7\u9875\u9762\u5217\u51fa\u4e86\u4e00\u4e2a\u514d\u8d39\u5957\u9910\uff0c\u8be5\u5957\u9910\u63d0\u4f9b\u6709\u9650\u7684\u6a21\u578b\u8bbf\u95ee\u6743\u9650\u4ee5\u53ca\u514d\u8d39\u7684\u8f93\u5165\u548c\u8f93\u51fa\u4ee4\u724c\u3002\u5177\u4f53\u9650\u5236\u548c\u6a21\u578b\u53ef\u7528\u6027\u53ef\u80fd\u56e0\u8d26\u6237\u548c\u8c03\u7528\u8def\u5f84\u800c\u5f02\u3002.<\/p>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<h3>\u4ec0\u4e48\u662f Gemini 3.8 Flash \u4e0a\u4e0b\u6587\u7a97\u53e3\uff1f<\/h3>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<p>\u6839\u636e\u5b98\u65b9\u6a21\u578b\u5361\u7684\u4fe1\u606f\uff0cGemini 3.8 Flash \u652f\u6301\u6700\u591a 1M \u4e2a\u8f93\u5165\u4ee4\u724c\u548c\u6700\u591a 64K \u4e2a\u6587\u672c\u8f93\u51fa\u4ee4\u724c\u3002.<\/p>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<h3>Gemini 3.8 Flash \u662f\u5426\u652f\u6301\u56fe\u7247\u3001\u97f3\u9891\u3001\u89c6\u9891\u548c PDF \u6587\u4ef6\uff1f<\/h3>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<p>\u662f\u7684\uff0c\u4f5c\u4e3a\u8f93\u5165\u3002\u8c37\u6b4c\u7684\u4ea7\u54c1\u9875\u9762\u5217\u51fa\u4e86\u6587\u672c\u3001\u56fe\u50cf\u3001\u89c6\u9891\u3001\u97f3\u9891\u548cPDF\u7b49\u8f93\u5165\u7c7b\u578b\uff1b\u6a21\u578b\u4ecb\u7ecd\u9875\u5219\u5217\u51fa\u4e86\u6587\u672c\u8f93\u51fa\u3002.<\/p>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<h3>Gemini 3.8 \u662f\u5426\u652f\u6301\u95ea\u5b58\u5de5\u5177\uff1f<\/h3>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<p>Google \u5217\u51fa\u4e86\u51fd\u6570\u8c03\u7528\u3001\u5c06\u641c\u7d22\u4f5c\u4e3a\u5de5\u5177\u4ee5\u53ca\u8ba1\u7b97\u673a\u4f7f\u7528\u7b49\u529f\u80fd\u3002\u5de5\u5177\u7684\u53ef\u7528\u6027\u53ef\u80fd\u56e0\u4ea7\u54c1\u548c API \u8def\u5f84\u800c\u5f02\u3002.<\/p>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<h3>Gemini 3.8 Flash \u6bd4 Gemini 3.7 Flash \u66f4\u597d\u5417\uff1f<\/h3>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<p>\u5e76\u975e\u5728\u6bcf\u4e2a\u4efb\u52a1\u4e2d\u90fd\u662f\u5982\u6b64\u3002\u5728\u672c\u6b21\u8bc4\u6d4b\u4e2d\uff0cGemini 3.8 Flash \u5728\u516d\u4e2a\u53ef\u7528\u7684\u4efb\u52a1\u5bf9\u4e2d\u80dc\u51fa\u4e00\u6b21\uff0cGemini 3.7 Flash \u80dc\u51fa\u56db\u6b21\uff0c\u8fd8\u6709\u4e00\u5bf9\u6253\u6210\u5e73\u624b\u3002\u8c37\u6b4c\u7684\u5b98\u65b9\u8bc4\u4f30\u66f4\u4fa7\u91cd\u4e8e\u957f\u671f\u89c4\u5212\u80fd\u529b\u66f4\u5f3a\u7684\u667a\u80fd\u4f53\u4ee5\u53ca\u66f4\u51fa\u8272\u7684\u8f6f\u4ef6\u5de5\u7a0b\u8868\u73b0\u3002.<\/p>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<h3>Gemini 3.8 Flash \u9002\u5408\u7f16\u7a0b\u5417\uff1f<\/h3>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<p>\u5728\u8fd9\u9879\u7f16\u7801\u4efb\u52a1\u4e2d\uff0c\u8fd9\u4e24\u4e2a\u6a21\u578b\u90fd\u7ed9\u51fa\u4e86\u6b63\u786e\u7684\u3001\u6700\u7b80\u7684 Python \u4fee\u590d\u65b9\u6848\u3002\u9274\u4e8e\u8c37\u6b4c\u7684\u5b98\u65b9\u5b9a\u4f4d\u4ee5\u53ca DeepSWE \u7684\u4e3b\u5f20\uff0c\u6a21\u578b 3.8 \u5bf9\u4e8e\u66f4\u957f\u7684\u5de5\u4f5c\u6d41\u5c24\u4e3a\u91cd\u8981\uff0c\u800c\u6211\u4eec\u8fd9\u6b21\u7b80\u5355\u7684 bug \u4fee\u590d\u4efb\u52a1\u5e76\u672a\u5bf9\u6b64\u8fdb\u884c\u8bc4\u4f30\u3002.<\/p>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<h3>\u65e2\u7136\u516c\u5e03\u7684\u901f\u7387\u76f8\u540c\uff0c\u4e3a\u4ec0\u4e48\u5728\u6d4b\u8bd5\u4e2d Gemini 3.8 Flash \u7684\u6210\u672c\u66f4\u9ad8\uff1f<\/h3>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<p>\u5728\u6bcf\u4e2a\u5df2\u5b8c\u6210\u7684\u914d\u5bf9\u4e2d\uff0c\u5176\u8bb0\u5f55\u7684\u4ee3\u5e01\u4f7f\u7528\u91cf\u90fd\u66f4\u9ad8\u3002\u5f53\u67d0\u6b21\u54cd\u5e94\u6d88\u8017\u7684\u4ee3\u5e01\u66f4\u591a\u65f6\uff0c\u5373\u4f7f\u91c7\u7528\u6309\u4ee3\u5e01\u8ba1\u8d39\u7684\u5171\u4eab\u8d39\u7387\uff0c\u603b\u6210\u672c\u4ecd\u53ef\u80fd\u66f4\u9ad8\u3002.<\/p>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<h3>\u5728\u54ea\u91cc\u53ef\u4ee5\u83b7\u53d6 Gemini 3.8 \u56fa\u4ef6\uff1f<\/h3>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<p>Google \u5217\u51fa\u4e86 Gemini \u5e94\u7528\u3001Gemini \u4f01\u4e1a\u4ee3\u7406\u5e73\u53f0\u3001Google AI Studio\u3001Gemini API\u3001AI \u6a21\u5f0f\u548c Google Antigravity\u3002\u5177\u4f53\u53ef\u7528\u6027\u4ecd\u53ef\u80fd\u56e0\u8d26\u6237\u3001\u4ea7\u54c1\u548c\u5730\u533a\u800c\u5f02\u3002.<\/p>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<h3>\u8fd9\u91cc\u7684\u57fa\u51c6\u6d4b\u8bd5\u7ed3\u679c\u662f\u5426\u7ecf\u8fc7\u4e86\u72ec\u7acb\u9a8c\u8bc1\uff1f<\/h3>\n<\/div>\n\n\n\n<div class=\"gemini38-review\">\n<p>\u4e0d\u3002\u57fa\u51c6\u6d4b\u8bd5\u90e8\u5206\u76f4\u63a5\u5f15\u7528\u4e86\u8c37\u6b4c\u7684\u5b98\u65b9\u58f0\u660e\u3002\u5728\u7814\u7a76\u671f\u95f4\u65e0\u6cd5\u8054\u7cfb\u5230 Artificial Analysis\uff0c\u56e0\u6b64\u5176\u6392\u884c\u699c\u6570\u636e\u672a\u4f5c\u4e3a\u7ecf\u6838\u5b9e\u7684\u8bc1\u636e\u7eb3\u5165\u672c\u8349\u6848\u3002.<\/p>\n<\/div>\n\n\n\n<script type=\"application\/ld+json\">{\n    \"@context\": \"https:\\\/\\\/schema.org\",\n    \"@type\": \"FAQPage\",\n    \"mainEntity\": [\n        {\n            \"@type\": \"Question\",\n            \"name\": \"When was Gemini 3.8 Flash released?\",\n            \"acceptedAnswer\": {\n                \"@type\": \"Answer\",\n                \"text\": \"Google DeepMind published the Gemini 3.8 Flash model card on September 2, 2026.\"\n            }\n        },\n        {\n            \"@type\": \"Question\",\n            \"name\": \"Is Gemini 3.8 Flash generally available?\",\n            \"acceptedAnswer\": {\n                \"@type\": \"Answer\",\n                \"text\": \"Yes. Google's official product page lists Gemini 3.8 Flash as generally available.\"\n            }\n        },\n        {\n            \"@type\": \"Question\",\n            \"name\": \"What is the Gemini 3.8 Flash API model ID?\",\n            \"acceptedAnswer\": {\n                \"@type\": \"Answer\",\n                \"text\": \"The official model ID is gemini-3.8-flash, which also matched the returned model ID in our API tests.\"\n            }\n        },\n        {\n            \"@type\": \"Question\",\n            \"name\": \"How much does Gemini 3.8 Flash cost?\",\n            \"acceptedAnswer\": {\n                \"@type\": \"Answer\",\n                \"text\": \"Through December 31, 2026, Google lists $0.75 per 1M input tokens and $3.75 per 1M output tokens, including thinking tokens. Starting January 1, 2027, the rates rise to $1.50 and $7.50.\"\n            }\n        },\n        {\n            \"@type\": \"Question\",\n            \"name\": \"Is Gemini 3.8 Flash free?\",\n            \"acceptedAnswer\": {\n                \"@type\": \"Answer\",\n                \"text\": \"Google's pricing page lists a free tier with limited model access and free input and output tokens. Limits and model availability can differ by account and route.\"\n            }\n        },\n        {\n            \"@type\": \"Question\",\n            \"name\": \"What is the Gemini 3.8 Flash context window?\",\n            \"acceptedAnswer\": {\n                \"@type\": \"Answer\",\n                \"text\": \"Gemini 3.8 Flash supports up to 1M input tokens and up to 64K tokens of text output, according to the official model card.\"\n            }\n        },\n        {\n            \"@type\": \"Question\",\n            \"name\": \"Does Gemini 3.8 Flash support images, audio, video, and PDFs?\",\n            \"acceptedAnswer\": {\n                \"@type\": \"Answer\",\n                \"text\": \"Yes as inputs. Google's product page lists text, image, video, audio, and PDF inputs; the model card lists text output.\"\n            }\n        },\n        {\n            \"@type\": \"Question\",\n            \"name\": \"Does Gemini 3.8 Flash support tools?\",\n            \"acceptedAnswer\": {\n                \"@type\": \"Answer\",\n                \"text\": \"Google lists function calling, Search as a tool, and computer use. Tool availability can depend on the product and API route.\"\n            }\n        },\n        {\n            \"@type\": \"Question\",\n            \"name\": \"Is Gemini 3.8 Flash better than Gemini 3.7 Flash?\",\n            \"acceptedAnswer\": {\n                \"@type\": \"Answer\",\n                \"text\": \"Not in every task. Gemini 3.8 Flash won one of six usable task pairs in this review, Gemini 3.7 Flash won four, and one pair tied. Google's official evaluations emphasize stronger long-horizon agent and software-engineering performance.\"\n            }\n        },\n        {\n            \"@type\": \"Question\",\n            \"name\": \"Is Gemini 3.8 Flash good for coding?\",\n            \"acceptedAnswer\": {\n                \"@type\": \"Answer\",\n                \"text\": \"Both models produced the correct minimal Python fix in our coding task. Google's official positioning and DeepSWE claim make 3.8 especially relevant to longer software-engineering workflows, which our small bug fix did not measure.\"\n            }\n        },\n        {\n            \"@type\": \"Question\",\n            \"name\": \"Why did Gemini 3.8 Flash cost more in the tests if the published rate was the same?\",\n            \"acceptedAnswer\": {\n                \"@type\": \"Answer\",\n                \"text\": \"Its recorded token usage was higher in every completed pair. A shared per-token rate can still produce a higher total cost when one response consumes more tokens.\"\n            }\n        },\n        {\n            \"@type\": \"Question\",\n            \"name\": \"Where can I access Gemini 3.8 Flash?\",\n            \"acceptedAnswer\": {\n                \"@type\": \"Answer\",\n                \"text\": \"Google lists the Gemini App, Gemini Enterprise Agent Platform, Google AI Studio, Gemini API, AI Mode, and Google Antigravity. Availability can still vary by account, product, and region.\"\n            }\n        },\n        {\n            \"@type\": \"Question\",\n            \"name\": \"Are the benchmark results independently verified here?\",\n            \"acceptedAnswer\": {\n                \"@type\": \"Answer\",\n                \"text\": \"No. The benchmark section attributes Google's official claims directly. Artificial Analysis was unreachable during research, so its leaderboard data is not included as verified evidence in this draft.\"\n            }\n        }\n    ]\n}<\/script>","protected":false},"excerpt":{"rendered":"<p>\u6a21\u578b\u8bc4\u6d4b \u00b7 \u5b98\u65b9\u57fa\u51c6\u6d4b\u8bd5 \u00b7 \u76f8\u540c\u63d0\u793a\u8bcd\u7684API\u6d4b\u8bd5 Gemini 3.8 Flash\u662f\u8c37\u6b4c\u9762\u5411\u957f\u671f\u8f6f\u4ef6\u5de5\u7a0b\u3001\u667a\u80fd\u4ee3\u7406\u548c\u590d\u6742\u77e5\u8bc6\u5de5\u4f5c\u7684\u65b0\u4e00\u4ee3\u516c\u5f00\u53d1\u5e03\u7248Flash\u6a21\u578b\u3002\u5176\u53d1\u5e03\u65f6\u7684\u5ba3\u4f20\u53e3\u53f7\u9887\u4e3a\u54cd\u4eae\u3002 \u4f46\u6211\u4eec\u8fdb\u884c\u7684\u9996\u6b21\u53d7\u63a7\u6d4b\u8bd5\u7ed3\u679c\u5374\u8fdc\u975e\u5982\u6b64\u7406\u60f3\u3002\u672c\u7bc7\u5173\u4e8e Gemini 3.8 Flash \u7684\u8bc4\u6d4b\u5c06\u5b98\u65b9\u6570\u636e\u4e0e\u5b9e\u9645\u6d4b\u8bd5\u8bc1\u636e\u533a\u5206\u5f00\u6765\u3002\u8c37\u6b4c\u7684\u9875\u9762\u8bc1\u5b9e\u4e86 [\u2026]<\/p>","protected":false},"author":13,"featured_media":18854,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_seopress_robots_primary_cat":"","_seopress_titles_title":"Gemini 3.8 Flash Review: Pricing, Tests, and Verdict","_seopress_titles_desc":"Is Gemini 3.8 Flash actually better? Compare official claims, API pricing, speed, token use, and real outputs from seven matched tasks.","_seopress_robots_index":"","footnotes":""},"categories":[7],"tags":[],"class_list":["post-18837","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-chat"],"acf":[],"_links":{"self":[{"href":"https:\/\/wp.glbgpt.com\/zh\/wp-json\/wp\/v2\/posts\/18837","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wp.glbgpt.com\/zh\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wp.glbgpt.com\/zh\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wp.glbgpt.com\/zh\/wp-json\/wp\/v2\/users\/13"}],"replies":[{"embeddable":true,"href":"https:\/\/wp.glbgpt.com\/zh\/wp-json\/wp\/v2\/comments?post=18837"}],"version-history":[{"count":1,"href":"https:\/\/wp.glbgpt.com\/zh\/wp-json\/wp\/v2\/posts\/18837\/revisions"}],"predecessor-version":[{"id":18851,"href":"https:\/\/wp.glbgpt.com\/zh\/wp-json\/wp\/v2\/posts\/18837\/revisions\/18851"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/wp.glbgpt.com\/zh\/wp-json\/wp\/v2\/media\/18854"}],"wp:attachment":[{"href":"https:\/\/wp.glbgpt.com\/zh\/wp-json\/wp\/v2\/media?parent=18837"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wp.glbgpt.com\/zh\/wp-json\/wp\/v2\/categories?post=18837"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wp.glbgpt.com\/zh\/wp-json\/wp\/v2\/tags?post=18837"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}