{"id":14778,"date":"2026-08-28T16:00:00","date_gmt":"2026-08-28T08:00:00","guid":{"rendered":"https:\/\/ai-stack.ai\/?p=14778"},"modified":"2026-08-27T18:20:40","modified_gmt":"2026-08-27T10:20:40","slug":"gemini-3-7-flash-enterprise-guide","status":"publish","type":"post","link":"https:\/\/ai-stack.ai\/zh-hant\/gemini-3-7-flash-enterprise-guide","title":{"rendered":"Gemini 3.7 Flash \u5b8c\u6574\u89e3\u6790\uff1a\u50f9\u683c\u6e1b\u534a\u3001Coding \u8e8d\u5347\uff0c\u4f01\u696d\u8a72\u628a\u65d7\u8266\u6a21\u578b\u63db\u6210 Flash \u55ce\uff1f"},"content":{"rendered":"<style>table{border-collapse:collapse;width:100%;margin:1em 0}th,td{border:1px solid #ddd;padding:8px 12px;text-align:left}th{background-color:#f5f5f5;font-weight:bold}tr:nth-child(even){background-color:#fafafa}<\/style>\n<p><strong>2026 \u5e74 8 \u6708 13 \u65e5\uff0cGoogle \u6b63\u5f0f\u63a8\u51fa Gemini 3.7 Flash\u3002<\/strong>\u5b83\u8ddd\u96e2 Gemini 3.6 Flash \u767c\u5e03\u50c5\u4e09\u9031\uff0c\u537b\u5df2\u6210\u70ba Google \u6700\u65b0\u7684\u6b63\u5f0f\u7248 Flash \u6a21\u578b\uff0c\u4e3b\u6253\u7a0b\u5f0f\u958b\u767c\u3001\u591a\u6b65\u9a5f Agent\u3001\u4f01\u696d\u5de5\u4f5c\u6d41\u7a0b\u8207\u8907\u96dc\u6587\u4ef6\u7406\u89e3\u3002\u66f4\u5f15\u4eba\u6ce8\u610f\u7684\u662f\uff0cGoogle \u628a\u4fc3\u92b7\u50f9\u683c\u5b9a\u5728\u6bcf\u767e\u842c\u8f38\u5165 Token 0.75 \u7f8e\u5143\u3001\u8f38\u51fa Token 3.75 \u7f8e\u5143\uff0c\u53ea\u6709 Gemini 3.6 Flash \u539f\u59cb\u5b9a\u50f9\u7684\u4e00\u534a\u3002<\/p>\n<p>\u8868\u9762\u4e0a\uff0c\u9019\u50cf\u662f\u4e00\u5834\u50f9\u683c\u6230\uff1b\u5be6\u969b\u4e0a\uff0c\u5b83\u53cd\u6620\u4e09\u500b\u66f4\u6df1\u5c64\u7684\u8b8a\u5316\u3002\u7b2c\u4e00\uff0cFlash \u5df2\u4e0d\u518d\u53ea\u662f\u300c\u901f\u5ea6\u5feb\u3001\u80fd\u529b\u8f03\u5f31\u300d\u7684\u66ff\u4ee3\u54c1\uff0c\u800c\u662f\u958b\u59cb\u627f\u63a5\u539f\u672c\u9700\u8981\u65d7\u8266\u6a21\u578b\u7684\u5de5\u4f5c\u3002\u7b2c\u4e8c\uff0c\u4f01\u696d\u53ef\u4ee5\u7528 low\u3001medium\u3001high \u4e09\u7d1a thinking level\uff0c\u628a\u63a8\u7406\u6df1\u5ea6\u8b8a\u6210\u53ef\u7ba1\u7406\u7684\u6210\u672c\u53c3\u6578\u3002\u7b2c\u4e09\uff0c\u6a21\u578b\u63a1\u8cfc\u7684\u6838\u5fc3\u6307\u6a19\u6b63\u5f9e benchmark \u6392\u540d\u8207\u6bcf\u767e\u842c Token \u55ae\u50f9\uff0c\u8f49\u5411\u300c\u6bcf\u500b\u6210\u529f\u4efb\u52d9\u7684\u7e3d\u6210\u672c\u300d\u3002<\/p>\n<figure>\n<img data-recalc-dims=\"1\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/ai-stack.ai\/wp-content\/uploads\/2026\/08\/a65a252c.png?quality=100&#038;ct=202603031250&#038;ssl=1\" alt=\"Gemini 3.7 Flash \u4e32\u63a5\u7a0b\u5f0f\u3001\u6587\u4ef6\u3001\u5206\u6790\u8207\u4f01\u696d\u5de5\u5177\u5de5\u4f5c\u6d41\" \/><figcaption aria-hidden=\"true\">Gemini 3.7 Flash \u4e32\u63a5\u7a0b\u5f0f\u3001\u6587\u4ef6\u3001\u5206\u6790\u8207\u4f01\u696d\u5de5\u5177\u5de5\u4f5c\u6d41<\/figcaption><\/figure>\n<h2 id=\"\u4e00\u898f\u683c\u5148\u770b\u61c2flash-\u5df2\u4e0d\u662f\u8f15\u91cf\u7248\u65d7\u8266\u6a21\u578b\">\u4e00\u3001\u898f\u683c\u5148\u770b\u61c2\uff1aFlash \u5df2\u4e0d\u662f\u300c\u8f15\u91cf\u7248\u65d7\u8266\u6a21\u578b\u300d<\/h2>\n<p>\u4f9d\u64da <a href=\"https:\/\/blog.google\/innovation-and-ai\/models-and-research\/gemini-models\/introducing-gemini-3-7-flash\/\" target=\"_blank\" rel=\"noopener\">Google \u5b98\u65b9\u767c\u5e03\u516c\u544a<\/a>\u8207 <a href=\"https:\/\/ai.google.dev\/gemini-api\/docs\/models\/gemini-3.7-flash\" target=\"_blank\" rel=\"noopener\">Gemini API \u6280\u8853\u6587\u4ef6<\/a>\uff0cGemini 3.7 Flash \u5df2\u9054\u4e00\u822c\u53ef\u7528\uff08GA\uff09\u72c0\u614b\uff0c\u6b63\u5f0f\u7aef\u9ede\u70ba <code>gemini-3.7-flash<\/code>\u3002\u5b83\u53ef\u8655\u7406\u6587\u5b57\u3001\u5716\u7247\u3001\u5f71\u7247\u3001\u97f3\u8a0a\u8207 PDF\uff0c\u8f38\u5165\u4e0a\u9650\u70ba 1,048,576 Token\uff0c\u6587\u5b57\u8f38\u51fa\u4e0a\u9650\u70ba 65,536 Token\u3002<\/p>\n<table>\n<colgroup>\n<col style=\"width: 50%\" \/>\n<col style=\"width: 50%\" \/>\n<\/colgroup>\n<thead>\n<tr>\n<th>\u9805\u76ee<\/th>\n<th>Gemini 3.7 Flash<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u767c\u5e03\u72c0\u614b<\/td>\n<td>General Availability\uff0c\u53ef\u7528\u65bc\u6b63\u5f0f\u74b0\u5883<\/td>\n<\/tr>\n<tr>\n<td>\u6a21\u578b\u7aef\u9ede<\/td>\n<td><code>gemini-3.7-flash<\/code><\/td>\n<\/tr>\n<tr>\n<td>\u8f38\u5165\u6a21\u614b<\/td>\n<td>\u6587\u5b57\u3001\u5716\u7247\u3001\u5f71\u7247\u3001\u97f3\u8a0a\u3001PDF<\/td>\n<\/tr>\n<tr>\n<td>\u8f38\u51fa\u6a21\u614b<\/td>\n<td>\u6587\u5b57<\/td>\n<\/tr>\n<tr>\n<td>\u8f38\u5165\u4e0a\u9650<\/td>\n<td>1,048,576 Token<\/td>\n<\/tr>\n<tr>\n<td>\u8f38\u51fa\u4e0a\u9650<\/td>\n<td>65,536 Token<\/td>\n<\/tr>\n<tr>\n<td>Thinking level<\/td>\n<td>low\u3001medium\uff08\u9810\u8a2d\uff09\u3001high<\/td>\n<\/tr>\n<tr>\n<td>\u4e3b\u8981\u80fd\u529b<\/td>\n<td>Function calling\u3001Code execution\u3001File search\u3001Search grounding\u3001URL context\u3001Structured outputs\u3001Computer use\uff08Preview\uff09<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u9019\u7d44\u898f\u683c\u7684\u91cd\u9ede\u4e0d\u662f\u300c1M context\u300d\u672c\u8eab\uff0c\u800c\u662f\u9577\u4e0a\u4e0b\u6587\u3001\u591a\u6a21\u614b\u8f38\u5165\u3001\u5de5\u5177\u4f7f\u7528\u8207\u53ef\u8abf\u63a8\u7406\u88ab\u653e\u5728\u540c\u4e00\u500b\u7a69\u5b9a\u7aef\u9ede\u4e0a\u3002\u4f01\u696d\u53ef\u4ee5\u8b93\u6a21\u578b\u8b80\u53d6\u4e00\u6279\u898f\u683c\u66f8\u3001\u622a\u5716\u3001\u6703\u8b70\u9304\u97f3\u8207\u7a0b\u5f0f\u78bc\uff0c\u518d\u547c\u53eb\u641c\u5c0b\u6216\u5167\u90e8\u5de5\u5177\u57f7\u884c\u5f8c\u7e8c\u4efb\u52d9\uff1b\u4f46\u8f38\u51fa\u4ecd\u53ea\u6709\u6587\u5b57\uff0c\u56e0\u6b64\u82e5\u8981\u7522\u751f\u5716\u7247\u3001\u97f3\u8a0a\u6216\u5f71\u7247\uff0c\u4ecd\u9808\u4e32\u63a5\u5176\u4ed6\u6a21\u578b\u3002<\/p>\n<p>\ud83d\udd17 \u60f3\u7406\u89e3 Google \u70ba\u4f55\u80fd\u540c\u6642\u63d0\u4f9b\u5927\u4e0a\u4e0b\u6587\u8207\u9ad8\u541e\u5410\uff0c\u53ef\u642d\u914d\u95b1\u8b80 <a href=\"https:\/\/ai-stack.ai\/zh-hant\/google-tpu-vs-nvidia-gpu\">TPU \u8207 NVIDIA GPU \u7684\u67b6\u69cb\u6bd4\u8f03<\/a>\u3002Flash \u7684\u5546\u696d\u7af6\u722d\u529b\u4e0d\u53ea\u4f86\u81ea\u6a21\u578b\u6f14\u7b97\u6cd5\uff0c\u4e5f\u4f86\u81ea\u80cc\u5f8c\u7684\u63a8\u8ad6\u57fa\u790e\u8a2d\u65bd\u3002<\/p>\n<h2 id=\"\u4e8cbenchmark-\u89e3\u8b80\u7a0b\u5f0f\u8207-agent-\u9032\u6b65\u660e\u986f\u4f46\u4e0d\u662f\u5168\u9762\u52dd\u51fa\">\u4e8c\u3001Benchmark \u89e3\u8b80\uff1a\u7a0b\u5f0f\u8207 Agent \u9032\u6b65\u660e\u986f\uff0c\u4f46\u4e0d\u662f\u5168\u9762\u52dd\u51fa<\/h2>\n<p><a href=\"https:\/\/deepmind.google\/models\/model-cards\/gemini-3-7-flash\/\" target=\"_blank\" rel=\"noopener\">Google DeepMind \u6a21\u578b\u5361<\/a>\u5217\u51fa\u7684 2026 \u5e74 8 \u6708\u7d50\u679c\u986f\u793a\uff0cGemini 3.7 Flash \u76f8\u8f03 3.6 Flash \u7684\u63d0\u5347\u96c6\u4e2d\u5728\u7a0b\u5f0f\u958b\u767c\u3001\u4f01\u696d\u81ea\u52d5\u5316\u3001\u6587\u4ef6\u7406\u89e3\u8207\u96fb\u8166\u64cd\u4f5c\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u8a55\u6e2c<\/th>\n<th style=\"text-align: right;\">Gemini 3.7 Flash<\/th>\n<th style=\"text-align: right;\">Gemini 3.6 Flash<\/th>\n<th>\u4f01\u696d\u89e3\u8b80<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>FrontierCode 1.1 Main<\/td>\n<td style=\"text-align: right;\">43.6%<\/td>\n<td style=\"text-align: right;\">34.4%<\/td>\n<td>\u751f\u7522\u7d1a\u7a0b\u5f0f\u54c1\u8cea\u63d0\u5347<\/td>\n<\/tr>\n<tr>\n<td>DeepSWE v1.1<\/td>\n<td style=\"text-align: right;\">65.3%<\/td>\n<td style=\"text-align: right;\">48.6%<\/td>\n<td>\u9577\u6642\u9593\u8edf\u9ad4\u5de5\u7a0b\u4efb\u52d9\u6539\u5584<\/td>\n<\/tr>\n<tr>\n<td>WebDev Arena<\/td>\n<td style=\"text-align: right;\">1588 Elo<\/td>\n<td style=\"text-align: right;\">1538 Elo<\/td>\n<td>\u7db2\u9801\u529f\u80fd\u8207\u8a2d\u8a08\u9084\u539f\u5ea6\u63d0\u9ad8<\/td>\n<\/tr>\n<tr>\n<td>AutomationBench<\/td>\n<td style=\"text-align: right;\">30.4%<\/td>\n<td style=\"text-align: right;\">17.0%<\/td>\n<td>\u4f01\u696d\u6d41\u7a0b\u81ea\u52d5\u5316\u6210\u529f\u7387\u63d0\u5347<\/td>\n<\/tr>\n<tr>\n<td>GDP.pdf<\/td>\n<td style=\"text-align: right;\">34.0%<\/td>\n<td style=\"text-align: right;\">22.0%<\/td>\n<td>\u8907\u96dc PDF \u7406\u89e3\u9032\u6b65<\/td>\n<\/tr>\n<tr>\n<td>OSWorld 2.0<\/td>\n<td style=\"text-align: right;\">47.9%<\/td>\n<td style=\"text-align: right;\">33.8%<\/td>\n<td>\u96fb\u8166\u64cd\u4f5c\u80fd\u529b\u6539\u5584<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u82e5\u653e\u5165\u7af6\u722d\u5c0d\u624b\uff0c\u7d50\u679c\u66f4\u6709\u610f\u601d\u3002Gemini 3.7 Flash \u5728 FrontierCode \u7684 43.6% \u9ad8\u65bc Claude Sonnet 5 \u7684 42.7% \u8207 GPT-5.6 Terra \u7684 41.3%\uff1bAutomationBench \u4e5f\u4ee5 30.4% \u9ad8\u65bc\u5169\u8005\u3002\u4f46\u5728 DeepSWE\uff0cGPT-5.6 Terra \u7684 69.6% \u4ecd\u9818\u5148 Gemini \u7684 65.3%\uff1b\u5728 GDPVal-AA v2 \u77e5\u8b58\u5de5\u4f5c\u8a55\u6e2c\u4e2d\uff0cGemini \u4e5f\u672a\u5c45\u9996\u4f4d\u3002<\/p>\n<p>\u56e0\u6b64\uff0c\u5408\u7406\u7d50\u8ad6\u4e0d\u662f\u300cGemini 3.7 Flash \u5df2\u7d93\u6253\u6557\u6240\u6709\u65d7\u8266\u6a21\u578b\u300d\uff0c\u800c\u662f\u5b83\u5728\u7279\u5b9a\u5de5\u4f5c\u8ca0\u8f09\u4e0a\u9054\u5230\u63a5\u8fd1\u751a\u81f3\u8d85\u904e\u8f03\u6602\u8cb4\u6a21\u578b\u7684\u80fd\u529b\uff0c\u540c\u6642\u7dad\u6301\u8f03\u4f4e\u55ae\u50f9\u3002\u6240\u6709\u6578\u5b57\u4ecd\u662f\u4f9b\u61c9\u5546\u516c\u5e03\u7684\u6bd4\u8f03\u8868\uff0c\u4f01\u696d\u4e0d\u61c9\u5ffd\u7565 Harness\u3001\u5de5\u5177\u6b0a\u9650\u3001\u63a8\u7406\u5f37\u5ea6\u8207 Token \u9810\u7b97\u7684\u5dee\u7570\u3002<\/p>\n<p>\ud83d\udd17 \u5982\u679c\u5718\u968a\u6b63\u5728\u5efa\u7acb Coding Agent\uff0c\u5efa\u8b70\u5148\u53c3\u8003 <a href=\"https:\/\/ai-stack.ai\/zh-hant\/ai-agent-development\">AI Agent \u958b\u767c\u5be6\u52d9<\/a>\uff0c\u518d\u7528\u5167\u90e8\u7a0b\u5f0f\u5eab\u6e2c\u8a66 issue resolution\u3001\u6e2c\u8a66\u8986\u84cb\u7387\u8207\u4eba\u5de5\u4fee\u6b63\u6642\u9593\uff0c\u800c\u4e0d\u662f\u76f4\u63a5\u628a\u516c\u958b\u699c\u55ae\u7576\u6210\u63a1\u8cfc\u7b54\u6848\u3002<\/p>\n<h2 id=\"\u4e09\u50f9\u683c\u6e1b\u534a\u7684\u771f\u76f82027-\u5e74\u6703\u6062\u5fa9\u5169\u500d\u50f9\u683c\">\u4e09\u3001\u50f9\u683c\u6e1b\u534a\u7684\u771f\u76f8\uff1a2027 \u5e74\u6703\u6062\u5fa9\u5169\u500d\u50f9\u683c<\/h2>\n<p>\u622a\u81f3 2026 \u5e74 8 \u6708 26 \u65e5\uff0c<a href=\"https:\/\/ai.google.dev\/gemini-api\/docs\/pricing\" target=\"_blank\" rel=\"noopener\">Gemini Developer API \u5b9a\u50f9\u9801<\/a>\u986f\u793a\uff0cGemini 3.7 Flash \u7684 Standard \u4fc3\u92b7\u50f9\u683c\u9069\u7528\u81f3 2026 \u5e74 12 \u6708 31 \u65e5\uff1b2027 \u5e74 1 \u6708 1 \u65e5\u8d77\uff0c\u8f38\u5165\u3001\u8f38\u51fa\u8207\u5feb\u53d6\u50f9\u683c\u90fd\u6703\u52a0\u500d\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u8a08\u50f9\u65b9\u5f0f<\/th>\n<th style=\"text-align: right;\">\u81f3 2026\/12\/31<\/th>\n<th style=\"text-align: right;\">2027\/01\/01 \u8d77<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Standard \u8f38\u5165\uff0f\u767e\u842c Token<\/td>\n<td style=\"text-align: right;\">US$0.75<\/td>\n<td style=\"text-align: right;\">US$1.50<\/td>\n<\/tr>\n<tr>\n<td>Standard \u8f38\u51fa\uff0f\u767e\u842c Token<\/td>\n<td style=\"text-align: right;\">US$3.75<\/td>\n<td style=\"text-align: right;\">US$7.50<\/td>\n<\/tr>\n<tr>\n<td>Context cache\uff0f\u767e\u842c Token<\/td>\n<td style=\"text-align: right;\">US$0.075<\/td>\n<td style=\"text-align: right;\">US$0.15<\/td>\n<\/tr>\n<tr>\n<td>Batch \u8f38\u5165\uff0f\u767e\u842c Token<\/td>\n<td style=\"text-align: right;\">US$0.375<\/td>\n<td style=\"text-align: right;\">US$0.75<\/td>\n<\/tr>\n<tr>\n<td>Batch \u8f38\u51fa\uff0f\u767e\u842c Token<\/td>\n<td style=\"text-align: right;\">US$1.875<\/td>\n<td style=\"text-align: right;\">US$3.75<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u5047\u8a2d\u4e00\u500b\u6d41\u7a0b\u6bcf\u6b21\u4f7f\u7528 20,000 \u500b\u8f38\u5165 Token\u30012,000 \u500b\u8f38\u51fa Token\uff0c\u57f7\u884c 1,000 \u6b21\uff0c\u5728\u4fc3\u92b7\u671f\u7684 Standard Token \u8cbb\u7528\u7d04\u70ba 22.5 \u7f8e\u5143\uff1b\u82e5\u6539\u7528 Batch\uff0c\u7d04\u70ba 11.25 \u7f8e\u5143\u30022027 \u5e74\u76f8\u540c\u6d41\u91cf\u6703\u8b8a\u6210\u5169\u500d\u3002\u9019\u9084\u6c92\u6709\u8a08\u5165\u641c\u5c0b grounding\u3001Maps\u3001\u5916\u90e8\u5de5\u5177\u3001\u5132\u5b58\u3001\u5931\u6557\u91cd\u8a66\u8207\u4eba\u5de5\u8986\u6838\u3002<\/p>\n<p>\u53e6\u4e00\u500b\u5bb9\u6613\u5ffd\u7565\u7684\u7d30\u7bc0\u662f\uff1a<strong>\u8f38\u51fa\u50f9\u683c\u5305\u542b thinking tokens\u3002<\/strong>High thinking \u53ef\u80fd\u63d0\u9ad8\u4e00\u6b21\u5b8c\u6210\u7387\uff0c\u4f46\u4e5f\u6703\u589e\u52a0\u8a08\u8cbb Token \u8207\u56de\u61c9\u6642\u9593\u3002\u8ca1\u52d9\u9810\u4f30\u82e5\u53ea\u7528\u53ef\u898b\u7b54\u6848\u9577\u5ea6\u8a08\u7b97\uff0c\u6703\u4f4e\u4f30 Agent \u7684\u5be6\u969b\u82b1\u8cbb\u3002<\/p>\n<p>\ud83d\udd17 \u4f01\u696d\u53ef\u642d\u914d <a href=\"https:\/\/ai-stack.ai\/zh-hant\/cloud-or-on-premises\">\u96f2\u7aef\u8207\u5730\u7aef\u90e8\u7f72\u6bd4\u8f03<\/a>\u5efa\u7acb 12 \u500b\u6708\u7e3d\u6210\u672c\u6a21\u578b\u3002\u4fc3\u92b7\u50f9\u9069\u5408 PoC\uff0c\u4f46\u6b63\u5f0f\u5408\u7d04\u8207 2027 \u5e74\u9810\u7b97\u61c9\u4ee5\u5e38\u614b\u50f9\u683c\u4f30\u7b97\uff0c\u907f\u514d\u7cfb\u7d71\u4e0a\u7dda\u5f8c\u624d\u767c\u73fe\u55ae\u50f9\u7ffb\u500d\u3002<\/p>\n<h2 id=\"\u56db\u4e09\u7d1a-thinking\u628a\u591a\u60f3\u4e00\u9ede\u8b8a\u6210\u8def\u7531\u653f\u7b56\">\u56db\u3001\u4e09\u7d1a Thinking\uff1a\u628a\u300c\u591a\u60f3\u4e00\u9ede\u300d\u8b8a\u6210\u8def\u7531\u653f\u7b56<\/h2>\n<p>Gemini 3.7 Flash \u652f\u63f4 low\u3001medium\u3001high \u4e09\u7d1a thinking\uff0c\u9810\u8a2d\u70ba medium\uff1b<code>minimal<\/code> \u4e0d\u53d7\u652f\u63f4\u3002\u9019\u4e0d\u662f\u4e00\u500b\u53ea\u7d66\u958b\u767c\u8005\u8a66\u73a9\u7684\u65cb\u9215\uff0c\u800c\u662f\u4f01\u696d\u53ef\u4ee5\u76f4\u63a5\u7d0d\u5165\u670d\u52d9\u5206\u7d1a\u8207 FinOps \u7684\u63a7\u5236\u9762\u3002<\/p>\n<table>\n<colgroup>\n<col style=\"width: 33%\" \/>\n<col style=\"width: 33%\" \/>\n<col style=\"width: 33%\" \/>\n<\/colgroup>\n<thead>\n<tr>\n<th>Thinking level<\/th>\n<th>\u9069\u5408\u4efb\u52d9<\/th>\n<th>\u5efa\u8b70\u6cbb\u7406\u65b9\u5f0f<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>low<\/td>\n<td>\u5373\u6642\u5ba2\u670d\u3001\u4e8b\u4ef6\u6458\u8981\u3001\u8349\u7a3f\u3001\u5feb\u901f\u5206\u985e<\/td>\n<td>\u8a2d\u5b9a\u4f4e\u5ef6\u9072\u8207\u4f4e\u6210\u672c SLO<\/td>\n<\/tr>\n<tr>\n<td>medium<\/td>\n<td>\u7a0b\u5f0f\u4fee\u6539\u3001\u8cc7\u6599\u5206\u6790\u3001\u591a\u6b65\u9a5f Agent<\/td>\n<td>\u4f5c\u70ba\u9810\u8a2d\u5c64\uff0c\u76e3\u63a7\u6210\u529f\u7387\u8207\u91cd\u8a66\u7387<\/td>\n<\/tr>\n<tr>\n<td>high<\/td>\n<td>\u56f0\u96e3\u9664\u932f\u3001\u6578\u5b78\u3001\u8907\u96dc\u898f\u756b\u3001\u9ad8\u98a8\u96aa\u5de5\u5177\u4efb\u52d9<\/td>\n<td>\u50c5\u5728\u5347\u7d1a\u689d\u4ef6\u6210\u7acb\u6642\u555f\u7528\uff0c\u8981\u6c42\u4eba\u5de5\u8986\u6838<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u6700\u6709\u6548\u7684\u505a\u6cd5\u4e0d\u662f\u8b93\u6240\u6709\u8acb\u6c42\u90fd\u7528 high\uff0c\u800c\u662f\u5148\u4ee5 low \u6216 medium \u57f7\u884c\uff0c\u7576\u6a21\u578b\u4fe1\u5fc3\u4e0d\u8db3\u3001\u6e2c\u8a66\u5931\u6557\u3001\u4efb\u52d9\u6d89\u53ca\u9ad8\u50f9\u503c\u8cc7\u6599\uff0c\u6216\u4eba\u5de5\u660e\u78ba\u8981\u6c42\u6642\u518d\u5347\u7d1a\u3002\u9019\u80fd\u628a\u63a8\u7406\u9810\u7b97\u96c6\u4e2d\u5728\u771f\u6b63\u56f0\u96e3\u7684\u5de5\u4f5c\u4e0a\u3002<\/p>\n<p>\u4f01\u696d\u9084\u61c9\u8a18\u9304\u6bcf\u500b\u7b49\u7d1a\u7684\u6210\u529f\u7387\u3001P95 \u5ef6\u9072\u3001\u5e73\u5747\u8f38\u51fa\u8207 thinking Token\u3001\u5de5\u5177\u547c\u53eb\u6578\u3001\u4eba\u5de5\u4fee\u6b63\u5206\u9418\u6578\u3002\u6a21\u578b\u8def\u7531\u82e5\u53ea\u770b\u55ae\u6b21 API \u55ae\u50f9\uff0c\u5bb9\u6613\u628a\u6210\u672c\u8f49\u79fb\u5230\u91cd\u8a66\u8207\u4eba\u5de5\u5be9\u67e5\u3002<\/p>\n<p>\ud83d\udd17 <a href=\"https:\/\/ai-stack.ai\/zh-hant\/mcp-ai-agents\">MCP \u8207 AI Agent \u7684\u6574\u5408\u6307\u5357<\/a>\u63d0\u4f9b\u4e86\u5de5\u5177\u5c64\u7684\u53e6\u4e00\u534a\u7b54\u6848\uff1a\u63a8\u7406\u8d8a\u5f37\uff0c\u6a21\u578b\u8d8a\u53ef\u80fd\u57f7\u884c\u66f4\u9577\u7684\u5de5\u5177\u93c8\uff1b\u6b0a\u9650\u3001\u6838\u51c6\u3001\u8d85\u6642\u3001\u51aa\u7b49\u8207\u56de\u6efe\u5fc5\u9808\u8ddf\u8457\u5347\u7d1a\u3002<\/p>\n<h2 id=\"\u4e941m-context-\u7684\u4f01\u696d\u50f9\u503c\u9577\u6587\u4ef6\u53ef\u8b80\u4e0d\u7b49\u65bc\u6bcf\u6b21\u90fd\u8a72\u585e\u6eff\">\u4e94\u30011M Context \u7684\u4f01\u696d\u50f9\u503c\uff1a\u9577\u6587\u4ef6\u53ef\u8b80\uff0c\u4e0d\u7b49\u65bc\u6bcf\u6b21\u90fd\u8a72\u585e\u6eff<\/h2>\n<p>Gemini 3.7 Flash \u53ef\u4e00\u6b21\u63a5\u6536\u5927\u91cf\u6587\u5b57\u3001\u5716\u7247\u3001\u97f3\u8a0a\u3001\u5f71\u7247\u8207 PDF\uff0c\u5c0d\u6cd5\u52d9\u5408\u7d04\u3001\u8ca1\u5831\u3001\u7dad\u4fee\u624b\u518a\u3001\u7a0b\u5f0f\u5eab\u8207\u5ba2\u670d\u9304\u97f3\u5206\u6790\u5f88\u6709\u5438\u5f15\u529b\u3002GDP.pdf \u5f9e 22.0% \u63d0\u5347\u81f3 34.0%\uff0c\u4e5f\u986f\u793a\u8907\u96dc\u6587\u4ef6\u7406\u89e3\u662f\u9019\u6b21\u6539\u7248\u7684\u91cd\u9ede\u3002<\/p>\n<p>\u4f46 1M context \u4e0d\u662f\u514d\u8cbb\u8cc7\u6599\u6e56\u3002\u4e0a\u4e0b\u6587\u8d8a\u9577\uff0c\u5ef6\u9072\u3001\u8cbb\u7528\u8207\u566a\u97f3\u901a\u5e38\u8d8a\u9ad8\uff1b\u904e\u671f\u653f\u7b56\u3001\u91cd\u8907\u6bb5\u843d\u8207\u4e92\u76f8\u77db\u76fe\u7684\u6587\u4ef6\u6703\u964d\u4f4e\u7b54\u6848\u7a69\u5b9a\u6027\u3002\u6bd4\u8f03\u7a69\u5065\u7684\u67b6\u69cb\u662f\uff1a\u5148\u4ee5\u6aa2\u7d22\u3001\u6b0a\u9650\u8207\u6587\u4ef6\u7248\u672c\u7be9\u9078\u5167\u5bb9\uff0c\u53ea\u6709\u5728\u9700\u8981\u8de8\u6574\u4efd\u6587\u4ef6\u6216\u591a\u6a21\u614b\u8b49\u64da\u6642\u624d\u64f4\u5927 context\uff0c\u4e26\u5c0d\u56fa\u5b9a\u524d\u7db4\u4f7f\u7528 context caching\u3002<\/p>\n<p>\u4f01\u696d\u61c9\u81f3\u5c11\u9a57\u8b49\u56db\u4ef6\u4e8b\uff1a\u6a21\u578b\u662f\u5426\u5f15\u7528\u6b63\u78ba\u9801\u78bc\u6216\u6bb5\u843d\u3001\u662f\u5426\u80fd\u8fa8\u8b58\u7248\u672c\u885d\u7a81\u3001\u662f\u5426\u6703\u628a\u770b\u4e0d\u5230\u7684\u8cc7\u6599\u88dc\u5beb\u51fa\u4f86\uff0c\u4ee5\u53ca\u6587\u4ef6\u5305\u542b\u60e1\u610f\u63d0\u793a\u6642\u662f\u5426\u4ecd\u9075\u5b88\u7cfb\u7d71\u653f\u7b56\u3002Google \u7684\u6a21\u578b\u5361\u4e5f\u660e\u78ba\u63d0\u9192\uff0c\u6a21\u578b\u4ecd\u53ef\u80fd\u7522\u751f\u5e7b\u89ba\uff0c\u5076\u723e\u6703\u51fa\u73fe\u7de9\u6162\u6216\u903e\u6642\uff1b\u5176\u4e3b\u8981\u77e5\u8b58\u622a\u6b62\u6642\u9593\u70ba 2026 \u5e74 3 \u6708\uff0c\u90e8\u5206\u9818\u57df\u53ef\u80fd\u4ecd\u505c\u7559\u5728 2025 \u5e74 1 \u6708\u3002<\/p>\n<p>\ud83d\udd17 \u5c0d\u9577\u6587\u4ef6\u8207\u9ad8\u6d41\u91cf\u63a8\u8ad6\u800c\u8a00\uff0c<a href=\"https:\/\/ai-stack.ai\/zh-hant\/what-is-ai-data-center\">AI \u8cc7\u6599\u4e2d\u5fc3\u7684\u67b6\u69cb\u8207\u6210\u672c<\/a>\u6709\u52a9\u65bc\u7406\u89e3\u70ba\u4ec0\u9ebc context\u3001\u5feb\u53d6\u8207\u4f75\u767c\u91cf\u6703\u76f4\u63a5\u8f49\u5316\u70ba\u57fa\u790e\u8a2d\u65bd\u58d3\u529b\u3002<\/p>\n<h2 id=\"\u516d\u9077\u79fb\u8207-poc\u56db\u9031\u5167\u9a57\u8b49\u6210\u529f\u4efb\u52d9\u6210\u672c\">\u516d\u3001\u9077\u79fb\u8207 PoC\uff1a\u56db\u9031\u5167\u9a57\u8b49\u300c\u6210\u529f\u4efb\u52d9\u6210\u672c\u300d<\/h2>\n<p>Gemini 3.7 Flash \u5df2\u662f\u7a69\u5b9a\u7aef\u9ede\uff0c\u4f46\u5f9e Gemini 3.5 Flash\u3001Gemini 3 Flash Preview \u6216 Gemini 3.1 Pro \u9077\u79fb\u6642\uff0cGoogle \u8981\u6c42\u79fb\u9664\u5df2\u68c4\u7528\u7684 <code>temperature<\/code>\u3001<code>top_p<\/code>\u3001<code>top_k<\/code> \u8207 prefilled model turns\u3002\u4f01\u696d\u4e0d\u80fd\u53ea\u66ff\u63db\u6a21\u578b\u540d\u7a31\uff0c\u9084\u8981\u91cd\u65b0\u9a57\u8b49\u8f38\u51fa\u683c\u5f0f\u3001\u5de5\u5177 schema\u3001Thinking \u8a2d\u5b9a\u3001\u903e\u6642\u8207\u91cd\u8a66\u7b56\u7565\u3002<\/p>\n<p>\u5efa\u8b70\u7528\u56db\u9031 PoC \u5b8c\u6210\u4ee5\u4e0b\u5de5\u4f5c\uff1a<\/p>\n<h3 id=\"\u7b2c\u4e00\u9031\u5efa\u7acb-30-\u500b\u771f\u5be6\u4efb\u52d9\">\u7b2c\u4e00\u9031\uff1a\u5efa\u7acb 30 \u500b\u771f\u5be6\u4efb\u52d9<\/h3>\n<p>\u6db5\u84cb\u7a0b\u5f0f\u4fee\u5fa9\u3001PDF \u554f\u7b54\u3001\u8cc7\u6599\u5206\u6790\u3001\u5ba2\u670d\u6458\u8981\u8207\u5de5\u5177\u64cd\u4f5c\u3002\u6bcf\u500b\u4efb\u52d9\u90fd\u8981\u6709\u53ef\u63a5\u53d7\u7d50\u679c\u3001\u7981\u6b62\u884c\u70ba\u3001\u6642\u9650\u8207\u4eba\u5de5\u8a55\u5206\u898f\u5247\u3002<\/p>\n<h3 id=\"\u7b2c\u4e8c\u9031\u540c\u6642\u6e2c-lowmediumhigh\">\u7b2c\u4e8c\u9031\uff1a\u540c\u6642\u6e2c low\u3001medium\u3001high<\/h3>\n<p>\u4e0d\u8981\u53ea\u6bd4\u7b54\u6848\u54c1\u8cea\u3002\u8a18\u9304\u4e00\u6b21\u5b8c\u6210\u7387\u3001Token\u3001P50\uff0fP95 \u5ef6\u9072\u3001\u5de5\u5177\u547c\u53eb\u3001\u91cd\u8a66\u6b21\u6578\u8207\u4eba\u5de5\u4fee\u6b63\u6642\u9593\uff0c\u627e\u51fa\u6700\u9069\u5408\u5404\u4efb\u52d9\u7684\u9810\u8a2d\u7b49\u7d1a\u3002<\/p>\n<h3 id=\"\u7b2c\u4e09\u9031\u52a0\u5165\u7af6\u722d\u6a21\u578b\u8207\u5931\u6557\u60c5\u5883\">\u7b2c\u4e09\u9031\uff1a\u52a0\u5165\u7af6\u722d\u6a21\u578b\u8207\u5931\u6557\u60c5\u5883<\/h3>\n<p>\u81f3\u5c11\u9078\u4e00\u500b\u66f4\u4fbf\u5b9c\u6a21\u578b\u8207\u4e00\u500b\u65d7\u8266\u6a21\u578b\uff0c\u4f7f\u7528\u76f8\u540c\u8cc7\u6599\u8207\u5de5\u5177\u6b0a\u9650\u3002\u523b\u610f\u52a0\u5165\u904e\u671f\u6587\u4ef6\u3001\u6b0a\u9650\u4e0d\u8db3\u3001\u5de5\u5177\u903e\u6642\u3001\u77db\u76fe\u6307\u4ee4\u8207\u60e1\u610f PDF\u3002<\/p>\n<h3 id=\"\u7b2c\u56db\u9031\u7528\u5e38\u614b\u50f9\u683c\u505a\u6c7a\u7b56\">\u7b2c\u56db\u9031\uff1a\u7528\u5e38\u614b\u50f9\u683c\u505a\u6c7a\u7b56<\/h3>\n<p>\u4ee5 2027 \u5e74\u50f9\u683c\u4f30\u7b97 12 \u500b\u6708\u6210\u672c\uff0c\u4e26\u5c07\u6210\u529f\u7387\u3001\u5ef6\u9072\u3001\u91cd\u8a66\u3001\u641c\u5c0b\u8cbb\u7528\u8207\u4eba\u5de5\u8986\u6838\u4e00\u8d77\u8a08\u5165\u3002\u4fc3\u92b7\u50f9\u53ea\u9069\u5408\u89c0\u5bdf\u77ed\u671f\u73fe\u91d1\u6d41\uff0c\u4e0d\u61c9\u6210\u70ba\u4e09\u5e74\u67b6\u69cb\u6c7a\u7b56\u7684\u552f\u4e00\u4f9d\u64da\u3002<\/p>\n<p>\ud83d\udd17 \u82e5\u591a\u90e8\u9580\u9700\u8981\u5171\u4eab\u4e0d\u540c\u6a21\u578b\uff0c\u53ef\u53c3\u8003 <a href=\"https:\/\/ai-stack.ai\/zh-hant\/whats-maas\">MaaS \u7684\u4f01\u696d\u5c0e\u5165\u65b9\u5f0f<\/a>\uff0c\u628a Gemini 3.7 Flash \u653e\u9032\u6a21\u578b\u8def\u7531\u8207\u6210\u672c\u4e2d\u5fc3\uff0c\u800c\u4e0d\u662f\u628a\u5168\u516c\u53f8\u7d81\u5b9a\u5728\u55ae\u4e00\u7aef\u9ede\u3002<\/p>\n<h2 id=\"\u4e03\u7d50\u8ad6flash-\u6b63\u5728\u6210\u70ba\u4e3b\u529b\u65d7\u8266\u6a21\u578b\u6539\u505a\u5347\u7d1a\u5c64\">\u4e03\u3001\u7d50\u8ad6\uff1aFlash \u6b63\u5728\u6210\u70ba\u4e3b\u529b\uff0c\u65d7\u8266\u6a21\u578b\u6539\u505a\u5347\u7d1a\u5c64<\/h2>\n<p>Gemini 3.7 Flash \u5e36\u4f86\u56db\u500b\u7d50\u69cb\u6027\u8a0a\u865f\uff1a<\/p>\n<ol type=\"1\">\n<li><strong>Flash \u7684\u5b9a\u4f4d\u5f9e\u4fbf\u5b9c\u66ff\u4ee3\u54c1\u8b8a\u6210\u4f01\u696d\u4e3b\u529b\u6a21\u578b\u3002<\/strong>Coding\u3001\u6587\u4ef6\u8207\u81ea\u52d5\u5316\u8a55\u6e2c\u7684\u63d0\u5347\uff0c\u8b93\u5b83\u53ef\u4ee5\u627f\u63a5\u66f4\u591a\u6b63\u5f0f\u5de5\u4f5c\u3002<\/li>\n<li><strong>\u63a8\u7406\u6df1\u5ea6\u958b\u59cb\u6210\u70ba\u53ef\u6cbb\u7406\u7684\u8cc7\u6e90\u3002<\/strong>low\u3001medium\u3001high \u8b93\u4f01\u696d\u80fd\u4f9d\u4efb\u52d9\u50f9\u503c\u914d\u7f6e\u5ef6\u9072\u8207 Token \u9810\u7b97\u3002<\/li>\n<li><strong>\u50f9\u683c\u6230\u6709\u671f\u9650\u3002<\/strong>2026 \u5e74\u5e95\u524d\u7684\u534a\u50f9\u9069\u5408\u52a0\u901f PoC\uff0c\u4f46\u6b63\u5f0f\u9810\u7b97\u5fc5\u9808\u4f7f\u7528 2027 \u5e74\u5e38\u614b\u50f9\u683c\u3002<\/li>\n<li><strong>\u771f\u6b63\u7684 KPI \u662f\u6bcf\u500b\u6210\u529f\u4efb\u52d9\u6210\u672c\u3002<\/strong>\u4e00\u6b21\u5b8c\u6210\u7387\u3001\u91cd\u8a66\u3001\u5de5\u5177\u8cbb\u3001\u4eba\u5de5\u8986\u6838\u8207\u5931\u6557\u98a8\u96aa\uff0c\u5f80\u5f80\u6bd4 Token \u6a19\u50f9\u66f4\u91cd\u8981\u3002<\/li>\n<\/ol>\n<p>\u56e0\u6b64\uff0c\u4f01\u696d\u4e0d\u5fc5\u7acb\u5373\u628a\u6240\u6709\u65d7\u8266\u6a21\u578b\u66ff\u63db\u6210 Gemini 3.7 Flash\u3002\u66f4\u5408\u7406\u7684\u67b6\u69cb\u662f\u8b93 Flash \u6210\u70ba\u65e5\u5e38\u4e3b\u529b\uff1a\u5148\u8655\u7406\u9ad8\u983b\u7a0b\u5f0f\u3001\u6587\u4ef6\u8207 Agent \u4efb\u52d9\uff1b\u53ea\u6709\u5728\u4f4e\u4fe1\u5fc3\u3001\u6e2c\u8a66\u5931\u6557\u6216\u9ad8\u98a8\u96aa\u60c5\u5883\u4e0b\uff0c\u624d\u5347\u7d1a thinking level \u6216\u8def\u7531\u5230\u65d7\u8266\u6a21\u578b\u3002<\/p>\n<p>\u6a21\u578b\u9078\u578b\u6b63\u5728\u5f9e\u300c\u6311\u4e00\u500b\u6700\u8070\u660e\u7684\u300d\u8b8a\u6210\u300c\u70ba\u6bcf\u7a2e\u4efb\u52d9\u5b89\u6392\u6700\u5408\u9069\u7684\u80fd\u529b\u8207\u6210\u672c\u300d\u3002Gemini 3.7 Flash \u7684\u91cd\u8981\u6027\uff0c\u6b63\u662f\u628a\u9019\u7a2e\u5206\u5c64\u67b6\u69cb\u5f9e\u6982\u5ff5\u8b8a\u6210\u53ef\u7acb\u5373\u6e2c\u8a66\u7684\u6b63\u5f0f\u7522\u54c1\u3002<\/p>\n<hr \/>\n<pre class=\"wp-block-verse has-text-align-center\"><div class=\"wp-block-button\"><\/div>\u5225\u8b93\u8da8\u52e2\u8dd1\u5728\u60a8\u524d\u9762\u3002\u52a0\u5165 7,000+ \u4f4d\u8a02\u95b1\u8005\u7684\u884c\u5217\uff0c\u5b9a\u671f\u6536\u5230\u7cbe\u9078\u5168\u7403\u95dc\u9375\u8da8\u52e2\uff01<br><div class=\"wp-block-button\"><a class=\"wp-block-button__link has-text-align-center wp-element-button\" href=\"https:\/\/www.infinitix.ai\/zh-hant\/subscription\/\" target=\"_blank\" rel=\"noopener\">\u514d\u8cbb\u8a02\u95b1\u96fb\u5b50\u5831<\/a><\/div><\/pre>\n<hr \/>\n","protected":false},"excerpt":{"rendered":"<p>Gemini 3.7 Flash \u4ee5 1M context\u3001\u4e09\u7d1a thinking \u8207\u534a\u50f9 API \u767b\u5834\u3002\u672c\u6587\u89e3\u6790 Coding\u3001Agent\u3001PDF benchmark\u30012027 \u50f9\u683c\u8b8a\u5316\u53ca\u4f01\u696d\u56db\u9031 PoC\uff0c\u5224\u65b7 Flash \u662f\u5426\u80fd\u53d6\u4ee3\u65d7\u8266\u6a21\u578b\u6210\u70ba\u4e3b\u529b\u3002<\/p>\n","protected":false},"author":253372376,"featured_media":14762,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_post_was_ever_published":false},"categories":[96987580,96987573],"tags":[96987771,96987790],"class_list":["post-14778","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-news","category-featured-articles","tag-google-2","tag-gemini"],"blocksy_meta":[],"acf":[],"jetpack_shortlink":"https:\/\/wp.me\/ph344V-3Qm","jetpack_sharing_enabled":true,"jetpack_featured_media_url":"https:\/\/i0.wp.com\/ai-stack.ai\/wp-content\/uploads\/2026\/08\/cb738047.jpg?fit=1920%2C1080&quality=100&ct=202603031250&ssl=1","_links":{"self":[{"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/posts\/14778","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/users\/253372376"}],"replies":[{"embeddable":true,"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/comments?post=14778"}],"version-history":[{"count":1,"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/posts\/14778\/revisions"}],"predecessor-version":[{"id":14785,"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/posts\/14778\/revisions\/14785"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/media\/14762"}],"wp:attachment":[{"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/media?parent=14778"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/categories?post=14778"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/tags?post=14778"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}