{"@context":"https://schema.org","@type":"NewsArticle","generatedAt":"2026-07-23T06:40:50.084Z","headline":"Google 发布 Gemini 3.6 Flash、3.5 Flash-Lite 和 3.5 Flash Cyber：更便宜、更省 token 的 Flash 系列，专为智能体工作负载打造","description":"Google 发布三款新模型：Gemini 3.6 Flash 输出 token 减少 17%（DeepSWE 上最高 65%），输出价格从每百万 token 9.00 美元降至 7.50 美元，DeepSWE 得分 49%（3.5 Flash 为 37%）。","url":"https://www.aioga.com/news/cmruybv4k00olbinvmr7krxj2/","mainEntityOfPage":"https://www.aioga.com/news/cmruybv4k00olbinvmr7krxj2/","datePublished":"2026-07-21T17:45:08.000Z","dateModified":"2026-07-21T17:45:08.000Z","inLanguage":"zh-CN","publisher":{"@type":"NewsMediaOrganization","name":"Aioga","url":"https://www.aioga.com"},"citation":["https://www.marktechpost.com/2026/07/21/google-releases-gemini-3-6-flash-3-5-flash-lite-and-3-5-flash-cyber-a-cheaper-more-token-efficient-flash-tier-built-for-agentic-workloads","https://aihot.virxact.com/items/cmruybv4k00olbinvmr7krxj2"],"canonicalUrl":"https://www.aioga.com/news/cmruybv4k00olbinvmr7krxj2/","directAnswer":{"@type":"Answer","text":"Aioga 编辑摘要：Google 发布三款新模型：Gemini 3.6 Flash 输出 token 减少 17%（DeepSWE 上最高 65%），输出价格从每百万 token 9.00 美元降至 7.50 Aioga 将其归入「模型更新」方向，重点关注它对真实使用和行业竞争的影响。","url":"https://www.aioga.com/news/cmruybv4k00olbinvmr7krxj2/","dateCreated":"2026-07-21T17:45:08.000Z","author":{"@type":"Organization","@id":"https://www.aioga.com/authors/aioga-editorial/#editorial-team","name":"Aioga Editorial Team","url":"https://www.aioga.com/authors/aioga-editorial/"}},"evidence":[{"@type":"CreativeWork","name":"marktechpost.com source article","url":"https://www.marktechpost.com/2026/07/21/google-releases-gemini-3-6-flash-3-5-flash-lite-and-3-5-flash-cyber-a-cheaper-more-token-efficient-flash-tier-built-for-agentic-workloads","datePublished":"2026-07-21T17:45:08.000Z","provider":{"@type":"Organization","name":"marktechpost.com","url":"https://www.marktechpost.com/2026/07/21/google-releases-gemini-3-6-flash-3-5-flash-lite-and-3-5-flash-cyber-a-cheaper-more-token-efficient-flash-tier-built-for-agentic-workloads"}},{"@type":"CreativeWork","name":"AIHot archive record","url":"https://aihot.virxact.com/items/cmruybv4k00olbinvmr7krxj2","datePublished":"2026-07-21T17:45:08.000Z","provider":{"@type":"Organization","name":"AIHot","url":"https://aihot.virxact.com/items/cmruybv4k00olbinvmr7krxj2"}}],"aggregationSource":"MarkTechPost（RSS）","originalPublisher":{"name":"marktechpost.com","url":"https://www.marktechpost.com/2026/07/21/google-releases-gemini-3-6-flash-3-5-flash-lite-and-3-5-flash-cyber-a-cheaper-more-token-efficient-flash-tier-built-for-agentic-workloads"},"article":{"id":"cmruybv4k00olbinvmr7krxj2","slug":"cmruybv4k00olbinvmr7krxj2","url":"https://www.aioga.com/news/cmruybv4k00olbinvmr7krxj2/","title":"Google 发布 Gemini 3.6 Flash、3.5 Flash-Lite 和 3.5 Flash Cyber：更便宜、更省 token 的 Flash 系列，专为智能体工作负载打造","title_en":"Google Releases Gemini 3.6 Flash， 3.5 Flash-Lite， and 3.5 Flash Cyber： A Cheaper， More Token-Efficient Flash Tier Built for Agentic Workloads","summary":"Google 发布三款新模型：Gemini 3.6 Flash 输出 token 减少 17%（DeepSWE 上最高 65%），输出价格从每百万 token 9.00 美元降至 7.50 美元，DeepSWE 得分 49%（3.5 Flash 为 37%）。","source":"MarkTechPost（RSS）","sourceUrl":"https://www.marktechpost.com/2026/07/21/google-releases-gemini-3-6-flash-3-5-flash-lite-and-3-5-flash-cyber-a-cheaper-more-token-efficient-flash-tier-built-for-agentic-workloads","aiHotUrl":"https://aihot.virxact.com/items/cmruybv4k00olbinvmr7krxj2","publishedAt":"2026-07-21T17:45:08.000Z","category":"模型更新","score":58,"selected":false,"articleBody":["Developers building production agents need higher token efficiency, lower latency, and more reliable performance. Today, Google has released three new Gemini models：https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-3-6-flash-3-5-flash-lite-3-5-flash-cyber/. The lineup is Gemini 3.6 Flash, Gemini 3.5 Flash-Lite, and Gemini 3.5 Flash Cyber. All three sit in the Flash tier, which Google tunes for speed, cost, and high-volume agentic work rather than maximum reasoning depth.","Gemini 3.6 Flash is the new default workhorse. It builds on 3.5 Flash and targets coding, knowledge work, and multimodal tasks. The main point is efficiency. On the Artificial Analysis Index：https://artificialanalysis.ai/models/gemini-3-6-flash, 3.6 Flash uses 17% fewer output tokens than 3.5 Flash. On the DeepSWE benchmark by Datacurve：https://deepswe.datacurve.ai/, Google reports up to a 65% reduction. The model also takes fewer reasoning steps and tool calls per multi-step workflow.","Pricing moves down alongside efficiency. Gemini 3.6 Flash is priced at $1.50 per 1M input tokens and $7.50 per 1M output tokens. The output rate drops from the previous $9.00 on 3.5 Flash. Lower verbosity and a lower output price reduces the total cost per agentic task.","Quality gains accompany the efficiency gains. On DeepSWE, 3.6 Flash scores 49% versus 37% for 3.5 Flash. On MLE Bench, it reaches 63.9% versus 49.7%. On OSWorld-Verified, it hits 83.0% versus 78.4%. On GDPval-AA v2, a knowledge-work benchmark, it scores 1421 versus 1349. Computer use is now a built-in client-side tool through the Gemini API and Gemini Enterprise. Early customers including Hebbia and Harvey cite gains in document parsing, chart and data analysis, and report drafting.","Google is shipping 3.6 Flash with enhanced Frontier Safety：https://deepmind.google/blog/strengthening-our-frontier-safety-framework/ safeguards. These cover Chemical, Biological, Radiological, and Nuclear (CBRN) and cyber-offense misuse. Full details are in the 3.6 Flash model card：https://deepmind.google/models/model-cards/gemini-3-6-flash/.","The interactive explainer below lets you compare each model against its predecessor and estimate token cost at your own volume.","Gemini 3.5 Flash-Lite is highlighted for low-latency and high-throughput jobs. Target use cases include agentic search and document processing. As measured by Artificial Analysis：https://artificialanalysis.ai/models/gemini-3-5-flash-lite, it runs at 350 output tokens per second. Pricing is $0.30 per 1M input tokens and $2.50 per 1M output tokens.","The model clears the prior 3.1 Flash-Lite by wide margins. On Terminal-Bench 2.1, it scores 54% versus 31%. On GDM-MRCR v2, a long-context benchmark, it reaches 72.2% versus 60.1%. On GDPval-AA v2, it scores 1140 versus 642. Notably, Flash-Lite also beats the older 3 Flash on some evals. It leads on SWE-Bench Pro at 54.2% versus 49.6% and on OSWorld-Verified at 74.0% versus 65.1%.","Flash-Lite exposes configurable thinking levels: minimal, low, and higher. Developers can prioritize low-cost, low-latency execution for high-volume tasks. They can also engage higher thinking levels for multi-step subagent workloads. Computer use is a built-in tool here too.","Gemini 3.5 Flash Cyber：https://deepmind.google/blog/introducing-gemini-3-5-flash-cyber/ is the most specialized release. It is built on 3.5 Flash and fine-tuned to find, validate, and patch software vulnerabilities. The design premise is the search-space problem. Finding deep flaws means exploring an immense execution search space. A single call to one massive model becomes a bottleneck.","The answer is a cheap model called many times. Inside CodeMender：https://deepmind.google/blog/introducing-codemender-an-ai-agent-for-code-security/, Google’s code-security agent, multiple 3.5 Flash Cyber agents run in parallel. CodeMender invokes the model up to five times, then merges the sub-agent findings into one report. On the CyberGym benchmark, this setup reaches competitive performance against much larger models.","The internal evaluations are striking. On Google’s Big Sleep：https://cloud.google.com/blog/products/identity-security/cloud-ciso-perspectives-our-big-sleep-agent-makes-big-leap evaluation, Flash Cyber significantly surpassed mainline 3.5 Flash and 3.6 Flash. On the V8 JavaScript engine, it found 55 unique confirmed issues at a fixed number of invocations. That compares to 47 for mainline 3.5 Flash and 36 for Claude Opus 4.6. It caught 10 issues the other two models missed. In one real-world test, Google’s Cloud Vulnerability Research team used it to find remote-code-execution flaws in public APIs within two hours.","Reaction split along predictable lines. Builders welcomed the price and efficiency. The delayed flagship drew the loudest criticism. On Hacker News：https://news.ycombinator.com/item?id=48993130, some argued Google is over-selling capacity it cannot reliably provision, citing frustrating hands-on coding sessions. The gated Flash Cyber release opened a dual-use debate about who should hold automated exploit-finding tools.","The dashboard below aggregates that discussion by platform. It is a qualitative editorial synthesis, not a scraped dataset, and the method note is embedded.","Gemini 3.6 Flash and 3.5 Flash-Lite are available starting today. Developers can access them through the Gemini API via Google AI Studio：https://aistudio.google.com/prompts/new_chat?model=gemini-3.6-flash and Android Studio：https://developer.android.com/studio. Gemini 3.6 Flash is also in Google Antigravity：https://antigravity.google/ and rolling out in GitHub Copilot：https://github.blog/changelog/2026-07-21-gemini-3-6-flash-is-now-available-in-github-copilot/. Enterprises get both models in the Gemini Enterprise Agent Platform, with 3.6 Flash in the Gemini Enterprise app. Everyone can use them via the Gemini app, and 3.5 Flash-Lite is rolling out in Google Search. Start with the Developer Guide：https://ai.google.dev/gemini-api/docs/latest-model.","Asif Razzaq is the CEO of Marktechpost Media Inc.. As a visionary entrepreneur and engineer, Asif is committed to harnessing the potential of Artificial Intelligence for social good. His most recent endeavor is the launch of an Artificial Intelligence Media Platform, Marktechpost, which stands out for its in-depth coverage of machine learning and deep learning news that is both technically sound and easily understandable by a wide audience. The platform boasts of over 2 million monthly views, illustrating its popularity among audiences.","Build an Agentic Event Venue Operator [Full Codes]：https://pxllnk.co/twdn5","Thanks! Our team will contact you soon 🙌"],"articleImages":[{"sourceUrl":"https://www.marktechpost.com/wp-content/uploads/2026/07/HNwo7c1a8AA5h9d-1.jpeg","alt":"","afterParagraph":11,"url":"/media/articles/cmruybv4k00olbinvmr7krxj2/7d6c65a7bb791b6c.webp"},{"sourceUrl":"https://www.marktechpost.com/wp-content/uploads/2019/06/Screen-Shot-2021-09-14-at-9.02.24-AM-300x300.png","alt":"","afterParagraph":14,"url":"/media/articles/cmruybv4k00olbinvmr7krxj2/787a6d54564e8e19.webp"}],"mediaStatus":"ok","articleBodyZh":["开发生产代理的开发者需要更高的令牌效率、更低的延迟和更可靠的性能。今天，谷歌发布了三款新的Gemini模型：https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-3-6-flash-3-5-flash-lite-3-5-flash-cyber/。该系列包括Gemini 3.6 Flash、Gemini 3.5 Flash-Lite和Gemini 3.5 Flash Cyber。三者均属于Flash级别，谷歌针对速度、成本和高容量代理任务进行了调优，而不是最大推理深度。","Gemini 3.6 Flash是新的默认主力。它在3.5 Flash的基础上开发，目标应用包括编码、知识工作和多模态任务。重点是效率。在Artificial Analysis Index上：https://artificialanalysis.ai/models/gemini-3-6-flash，3.6 Flash比3.5 Flash的输出令牌少17%。在Datacurve的DeepSWE基准测试中：https://deepswe.datacurve.ai/，谷歌报告最高减少65%。该模型在多步骤工作流程中使用的推理步骤和工具调用也更少。","价格随着效率提升而下降。Gemini 3.6 Flash的定价为每100万输入令牌1.50美元，每100万输出令牌7.50美元。输出价格从之前3.5 Flash的9.00美元下降。较低的冗长度和更低的输出价格降低了每个代理任务的总成本。","效率提升伴随着质量提升。在DeepSWE上，3.6 Flash得分为49%，而3.5 Flash为37%。在MLE Bench上，它达到了63.9%，而3.5 Flash为49.7%。在OSWorld-Verified上，它达到83.0%，而3.5 Flash为78.4%。在GDPval-AA v2知识工作基准测试中，它得分1421，而3.5 Flash为1349。计算机使用现在通过Gemini API和Gemini Enterprise成为内置的客户端工具。早期客户包括Hebbia和Harvey，反馈在文档解析、图表与数据分析及报告起草方面有所提升。","谷歌在发布3.6 Flash时提供了增强的Frontier Safety：https://deepmind.google/blog/strengthening-our-frontier-safety-framework/ 安全保障。这涵盖化学、生物、放射和核（CBRN）以及网络攻击误用。完整详情见3.6 Flash模型卡：https://deepmind.google/models/model-cards/gemini-3-6-flash/","以下交互式说明工具让你可以将每个模型与其前代模型进行比较，并根据自己的使用量估算令牌成本。","Gemini 3.5 Flash-Lite 以低延迟和高吞吐量任务为亮点。目标使用场景包括代理搜索和文档处理。根据 Artificial Analysis 的测量：https://artificialanalysis.ai/models/gemini-3-5-flash-lite，它的输出速度为每秒 350 个 token。定价为每 100 万输入 token 0.30 美元，每 100 万输出 token 2.50 美元。","该模型在多个指标上远超之前的 3.1 Flash-Lite。在 Terminal-Bench 2.1 上，它的得分为 54%，而 3.1 Flash-Lite 为 31%。在 GDM-MRCR v2（长上下文基准）上，它达到 72.2%，而 3.1 Flash-Lite 为 60.1%。在 GDPval-AA v2 上，它的得分为 1140，而 3.1 Flash-Lite 为 642。值得注意的是，Flash-Lite 在某些评测中也超越了旧版 3 Flash。在 SWE-Bench Pro 上领先，为 54.2%，而旧版为 49.6%；在 OSWorld-Verified 上为 74.0%，而旧版为 65.1%。","Flash-Lite 提供可配置的思维等级：最小、低和高。开发者可以优先选择低成本、低延迟执行以处理高量任务。他们也可以启用更高级的思维模式来处理多步骤子代理工作负载。计算机使用也是内置工具之一。","Gemini 3.5 Flash Cyber：https://deepmind.google/blog/introducing-gemini-3-5-flash-cyber/ 是最专业化的版本。它基于 3.5 Flash 构建，并进行了微调，以发现、验证和修补软件漏洞。设计前提是搜索空间问题。要发现深层漏洞，需要探索庞大的执行搜索空间。一次调用单个巨大模型会成为瓶颈。","答案是使用一个廉价模型，多次调用。在 CodeMender 内：https://deepmind.google/blog/introducing-codemender-an-ai-agent-for-code-security/，谷歌的代码安全代理，多组 3.5 Flash Cyber 代理并行运行。CodeMender 最多调用模型五次，然后将子代理的发现合并成一份报告。在 CyberGym 基准上，这种设置在与更大模型的对比中达到了有竞争力的表现。","内部评估结果非常引人注目。在 Google 的 Big Sleep：https://cloud.google.com/blog/products/identity-security/cloud-ciso-perspectives-our-big-sleep-agent-makes-big-leap 评估中，Flash Cyber 显著超越了主线 3.5 Flash 和 3.6 Flash。在 V8 JavaScript 引擎上，它在固定调用次数下发现了 55 个独特的已确认问题。相比之下，主线 3.5 Flash 为 47 个，Claude Opus 4.6 为 36 个。它捕获了另外两种模型未发现的 10 个问题。在一次现实测试中，Google 的云漏洞研究团队使用它在两小时内在公共 API 中发现了远程代码执行漏洞。","反应分裂在意料之中。开发者欢迎其价格和效率。延迟发布的旗舰产品受到了最强烈的批评。在 Hacker News：https://news.ycombinator.com/item?id=48993130 上，有人认为 Google 过度宣传其无法可靠提供的容量，并引用了令人沮丧的实际编码体验。受限制的 Flash Cyber 发布引发了关于谁应持有自动化漏洞利用工具的双用途讨论。","下面的仪表板按平台汇总了该讨论。它是定性的编辑综合，而非抓取的数据集，方法说明已嵌入其中。","Gemini 3.6 Flash 和 3.5 Flash-Lite 从今天起可用。开发者可以通过 Google AI Studio：https://aistudio.google.com/prompts/new_chat?model=gemini-3.6-flash 和 Android Studio：https://developer.android.com/studio 访问它们。Gemini 3.6 Flash 也在 Google Antigravity：https://antigravity.google/ 并正在 GitHub Copilot：https://github.blog/changelog/2026-07-21-gemini-3-6-flash-is-now-available-in-github-copilot/ 推出。企业可以在 Gemini 企业代理平台中获得两种模型，3.6 Flash 在 Gemini 企业应用中提供。所有人都可以通过 Gemini 应用使用它们，3.5 Flash-Lite 正在 Google 搜索中推出。请从开发者指南开始：https://ai.google.dev/gemini-api/docs/latest-model。","Asif Razzaq 是 Marktechpost Media Inc. 的首席执行官。作为一位有远见的企业家和工程师，Asif 致力于利用人工智能的潜力来造福社会。他最近的努力是推出一个人工智能媒体平台 Marktechpost，该平台以其对机器学习和深度学习新闻的深入报道而脱颖而出，既技术可靠，又易于广大观众理解。该平台每月浏览量超过 200 万次，显示出其在观众中的受欢迎程度。","构建一个智能事件场地运营商 [完整代码]：https://pxllnk.co/twdn5","谢谢！我们的团队会尽快与您联系 🙌"],"translationStatus":"translated","bodyOrigin":"source-page","editorial":{"summary":"Aioga 编辑摘要：Google 发布三款新模型：Gemini 3.6 Flash 输出 token 减少 17%（DeepSWE 上最高 65%），输出价格从每百万 token 9.00 美元降至 7.50 Aioga 将其归入「模型更新」方向，重点关注它对真实使用和行业竞争的影响。","background":"背景分析：模型与研究类动态需要结合能力边界、开放方式、成本、可用性和真实任务表现判断，单项指标领先不等于已经形成稳定采用。","viewpoint":"Aioga 判断：这条动态更适合作为行业观察信号，当前信息足以建立线索，但不足以推导长期结论。","implications":"影响分析：对相关团队而言，短期应先核对来源、可用范围和实际成本，再判断是否值得接入或跟进。","nextStep":"后续观察：继续观察官方文档、实际可用性、价格变化、开发者反馈和竞品回应。","evidenceRefs":["title","summary","articleBody"],"confidence":"medium","status":"published","aiGenerated":false,"autoApproved":true,"generatedBy":"rule-safe-fallback","generatedAt":"2026-07-23T06:49:19.066Z","sourceHash":"f61eae91cdb16548","validation":{"passed":true,"mode":"rule-safe-fallback","checks":["schema","length","source-attribution","no-html"]}},"tags":["模型更新","MarkTechPost（RSS）"],"translations":{"zh-CN":{"title":"Google 发布 Gemini 3.6 Flash、3.5 Flash-Lite 和 3.5 Flash Cyber：更便宜、更省 token 的 Flash 系列，专为智能体工作负载打造","summary":"Google 发布三款新模型：Gemini 3.6 Flash 输出 token 减少 17%（DeepSWE 上最高 65%），输出价格从每百万 token 9.00 美元降至 7.50 美元，DeepSWE 得分 49%（3.5 Flash 为 37%）。","category":"模型更新","source":"marktechpost.com","aggregationSource":"MarkTechPost（RSS）","pageTitle":"Google 发布 Gemini 3.6 Flash、3.5 Flash-Lite 和 3.5 Flash Cyber：更便宜、更省 token 的 Flash 系列，专为智能体工作负载打造 - Aioga AI资讯","description":"Google 发布三款新模型：Gemini 3.6 Flash 输出 token 减少 17%（DeepSWE 上最高 65%），输出价格从每百万 token 9.00 美元降至 7.50 美元，DeepSWE 得分 49%（3.5 Flash 为 37%）。","url":"https://www.aioga.com/news/cmruybv4k00olbinvmr7krxj2/"},"en":{"title":"Google releases Gemini 3.6 Flash, 3.5 Flash-Lite, and 3.5 Flash Cyber: a cheaper, more token-efficient Flash series designed for agent workloads","summary":"Google released three new models: Gemini 3.6 Flash output tokens reduced by 17% (up to 65% on DeepSWE), output price dropped from $9.00 per million tokens to $7.50, DeepSWE score 49% (3.5 Flash was 37%).","category":"Models","source":"MarkTechPost（RSS）","aggregationSource":"MarkTechPost（RSS）","pageTitle":"Google releases Gemini 3.6 Flash, 3.5 Flash-Lite, and 3.5 Flash Cyber: a cheaper, more token-efficient Flash series designed for agent workloads - Aioga AI News","description":"Google released three new models: Gemini 3.6 Flash output tokens reduced by 17% (up to 65% on DeepSWE), output price dropped from $9.00 per million tokens to $7.50, DeepSWE score 4...","url":"https://www.aioga.com/en/news/cmruybv4k00olbinvmr7krxj2/","contentTranslated":true,"sourceHash":"dc12eca788583a51","translatedAt":"2026-07-22T23:42:00.722Z"},"ja":{"title":"GoogleはGemini 3.6 Flash、3.5 Flash-Lite、3.5 Flash Cyberを発表：より安価で、トークン使用量を節約できるFlashシリーズで、エージェントワークロード向けに設計","summary":"Googleは3つの新しいモデルを発表しました：Gemini 3.6 Flashは出力トークンが17%減少（DeepSWEでは最大65%）、出力価格は100万トークンあたり9.00ドルから7.50ドルに下がり、DeepSWEスコアは49%（3.5 Flashは37%）です。","category":"モデル更新","source":"MarkTechPost（RSS）","aggregationSource":"MarkTechPost（RSS）","pageTitle":"GoogleはGemini 3.6 Flash、3.5 Flash-Lite、3.5 Flash Cyberを発表：より安価で、トークン使用量を節約できるFlashシリーズで、エージェントワークロード向けに設計 - Aioga AIニュース","description":"Googleは3つの新しいモデルを発表しました：Gemini 3.6 Flashは出力トークンが17%減少（DeepSWEでは最大65%）、出力価格は100万トークンあたり9.00ドルから7.50ドルに下がり、DeepSWEスコアは49%（3.5 Flashは37%）です。","url":"https://www.aioga.com/ja/news/cmruybv4k00olbinvmr7krxj2/","contentTranslated":true,"sourceHash":"dc12eca788583a51","translatedAt":"2026-07-22T23:42:12.744Z"},"ko":{"title":"Google는 Gemini 3.6 Flash, 3.5 Flash-Lite 및 3.5 Flash Cyber를 발표했습니다: 더 저렴하고 토큰을 절약할 수 있는 Flash 시리즈로, 에이전트 작업 부하를 위해 제작되었습니다","summary":"Google가 세 가지 새로운 모델을 발표했습니다: Gemini 3.6 Flash는 출력 토큰이 17% 감소했으며(DeepSWE에서는 최대 65%), 출력 가격은 백만 토큰당 9.00달러에서 7.50달러로 내려갔고, DeepSWE 점수는 49%입니다(3.5 Flash는 37%).","category":"모델 업데이트","source":"MarkTechPost（RSS）","aggregationSource":"MarkTechPost（RSS）","pageTitle":"Google는 Gemini 3.6 Flash, 3.5 Flash-Lite 및 3.5 Flash Cyber를 발표했습니다: 더 저렴하고 토큰을 절약할 수 있는 Flash 시리즈로, 에이전트 작업 부하를 위해 제작되었습니다 - Aioga AI 뉴스","description":"Google가 세 가지 새로운 모델을 발표했습니다: Gemini 3.6 Flash는 출력 토큰이 17% 감소했으며(DeepSWE에서는 최대 65%), 출력 가격은 백만 토큰당 9.00달러에서 7.50달러로 내려갔고, DeepSWE 점수는 49%입니다(3.5 Flash는 37%).","url":"https://www.aioga.com/ko/news/cmruybv4k00olbinvmr7krxj2/","contentTranslated":true,"sourceHash":"dc12eca788583a51","translatedAt":"2026-07-22T23:42:55.876Z"},"es":{"title":"Google lanza Gemini 3.6 Flash, 3.5 Flash-Lite y 3.5 Flash Cyber: la serie Flash más barata y que ahorra tokens, diseñada para cargas de trabajo de agentes inteligentes","summary":"Google lanza tres nuevos modelos: Gemini 3.6 Flash reduce la salida de tokens en un 17% (hasta un 65% en DeepSWE), el precio de salida baja de 9,00 USD por millón de tokens a 7,50 USD, puntaje DeepSWE 49% (3.5 Flash es 37%).","category":"Modelos","source":"MarkTechPost（RSS）","aggregationSource":"MarkTechPost（RSS）","pageTitle":"Google lanza Gemini 3.6 Flash, 3.5 Flash-Lite y 3.5 Flash Cyber: la serie Flash más barata y que ahorra tokens, diseñada para cargas de trabajo de agentes inteligentes - Aioga Noticias de IA","description":"Google lanza tres nuevos modelos: Gemini 3.6 Flash reduce la salida de tokens en un 17% (hasta un 65% en DeepSWE), el precio de salida baja de 9,00 USD por millón de tokens a 7,50...","url":"https://www.aioga.com/es/news/cmruybv4k00olbinvmr7krxj2/","contentTranslated":true,"sourceHash":"dc12eca788583a51","translatedAt":"2026-07-22T23:42:55.369Z"},"fr":{"title":"Google publie Gemini 3.6 Flash, 3.5 Flash-Lite et 3.5 Flash Cyber : une série Flash moins chère et plus économes en tokens, spécialement conçue pour les charges de travail des agents","summary":"Google a publié trois nouveaux modèles : Gemini 3.6 Flash réduit les tokens produits de 17 % (jusqu'à 65 % sur DeepSWE), le prix par million de tokens passant de 9,00 USD à 7,50 USD, le score DeepSWE est de 49 % (3.5 Flash était de 37 %).","category":"Modèles","source":"MarkTechPost（RSS）","aggregationSource":"MarkTechPost（RSS）","pageTitle":"Google publie Gemini 3.6 Flash, 3.5 Flash-Lite et 3.5 Flash Cyber : une série Flash moins chère et plus économes en tokens, spécialement conçue pour les charges de travail des agents - Aioga Actualités IA","description":"Google a publié trois nouveaux modèles : Gemini 3.6 Flash réduit les tokens produits de 17 % (jusqu'à 65 % sur DeepSWE), le prix par million de tokens passant de 9,00 USD à 7,50 US...","url":"https://www.aioga.com/fr/news/cmruybv4k00olbinvmr7krxj2/","contentTranslated":true,"sourceHash":"dc12eca788583a51","translatedAt":"2026-07-22T23:43:41.200Z"},"de":{"title":"Google veröffentlicht Gemini 3.6 Flash, 3.5 Flash-Lite und 3.5 Flash Cyber: Die günstigere, token-sparendere Flash-Serie, speziell für Agentenarbeitslasten entwickelt","summary":"Google veröffentlicht drei neue Modelle: Gemini 3.6 Flash reduziert die Token-Ausgabe um 17% (auf DeepSWE bis zu 65%), der Ausgabepreis sinkt von 9,00 USD pro Million Tokens auf 7,50 USD, DeepSWE-Punktzahl 49% (3.5 Flash bei 37%).","category":"模型更新","source":"MarkTechPost（RSS）","aggregationSource":"MarkTechPost（RSS）","pageTitle":"Google veröffentlicht Gemini 3.6 Flash, 3.5 Flash-Lite und 3.5 Flash Cyber: Die günstigere, token-sparendere Flash-Serie, speziell für Agentenarbeitslasten entwickelt - Aioga KI-News","description":"Google veröffentlicht drei neue Modelle: Gemini 3.6 Flash reduziert die Token-Ausgabe um 17% (auf DeepSWE bis zu 65%), der Ausgabepreis sinkt von 9,00 USD pro Million Tokens auf 7,...","url":"https://www.aioga.com/de/news/cmruybv4k00olbinvmr7krxj2/","contentTranslated":true,"sourceHash":"dc12eca788583a51","translatedAt":"2026-07-22T23:43:35.362Z"},"pt-BR":{"title":"Google lança Gemini 3.6 Flash, 3.5 Flash-Lite e 3.5 Flash Cyber: série Flash mais barata e econômica em tokens, projetada para cargas de trabalho de agentes inteligentes","summary":"O Google lançou três novos modelos: Gemini 3.6 Flash reduziu a saída de tokens em 17% (até 65% no DeepSWE), o preço de saída caiu de US$ 9,00 por milhão de tokens para US$ 7,50, e a pontuação no DeepSWE foi de 49% (o 3.5 Flash teve 37%).","category":"模型更新","source":"MarkTechPost（RSS）","aggregationSource":"MarkTechPost（RSS）","pageTitle":"Google lança Gemini 3.6 Flash, 3.5 Flash-Lite e 3.5 Flash Cyber: série Flash mais barata e econômica em tokens, projetada para cargas de trabalho de agentes inteligentes - Aioga Notícias de IA","description":"O Google lançou três novos modelos: Gemini 3.6 Flash reduziu a saída de tokens em 17% (até 65% no DeepSWE), o preço de saída caiu de US$ 9,00 por milhão de tokens para US$ 7,50, e...","url":"https://www.aioga.com/pt-BR/news/cmruybv4k00olbinvmr7krxj2/","contentTranslated":true,"sourceHash":"dc12eca788583a51","translatedAt":"2026-07-22T23:44:21.718Z"},"ru":{"title":"Google выпустила Gemini 3.6 Flash, 3.5 Flash-Lite и 3.5 Flash Cyber: более дешёвую и экономящую токены серию Flash, созданную для рабочих нагрузок агентов","summary":"Google выпустила три новые модели: Gemini 3.6 Flash уменьшает количество выводимых токенов на 17% (до 65% на DeepSWE), цена за вывод снизилась с 9,00 долларов за миллион токенов до 7,50 долларов, результат DeepSWE составляет 49% (у 3.5 Flash — 37%).","category":"模型更新","source":"MarkTechPost（RSS）","aggregationSource":"MarkTechPost（RSS）","pageTitle":"Google выпустила Gemini 3.6 Flash, 3.5 Flash-Lite и 3.5 Flash Cyber: более дешёвую и экономящую токены серию Flash, созданную для рабочих нагрузок агентов - Aioga Новости ИИ","description":"Google выпустила три новые модели: Gemini 3.6 Flash уменьшает количество выводимых токенов на 17% (до 65% на DeepSWE), цена за вывод снизилась с 9,00 долларов за миллион токенов до...","url":"https://www.aioga.com/ru/news/cmruybv4k00olbinvmr7krxj2/","contentTranslated":true,"sourceHash":"dc12eca788583a51","translatedAt":"2026-07-22T23:44:21.801Z"},"ar":{"title":"أصدرت Google Gemini 3.6 Flash و 3.5 Flash-Lite و 3.5 Flash Cyber: سلسلة Flash أرخص وأكثر توفيرًا للرموز، مصممة خصيصًا لأعباء عمل الوكلاء الذكيين","summary":"أصدرت Google ثلاثة نماذج جديدة: Gemini 3.6 Flash يقلّل عدد الرموز الصادرة بنسبة 17% (حتى 65% على DeepSWE)، وسعر الإخراج انخفض من 9.00 دولار لكل مليون رمز إلى 7.50 دولار، ودرجة DeepSWE 49% (3.5 Flash كانت 37%).","category":"模型更新","source":"MarkTechPost（RSS）","aggregationSource":"MarkTechPost（RSS）","pageTitle":"أصدرت Google Gemini 3.6 Flash و 3.5 Flash-Lite و 3.5 Flash Cyber: سلسلة Flash أرخص وأكثر توفيرًا للرموز، مصممة خصيصًا لأعباء عمل الوكلاء الذكيين - Aioga أخبار الذكاء الاصطناعي","description":"أصدرت Google ثلاثة نماذج جديدة: Gemini 3.6 Flash يقلّل عدد الرموز الصادرة بنسبة 17% (حتى 65% على DeepSWE)، وسعر الإخراج انخفض من 9.00 دولار لكل مليون رمز إلى 7.50 دولار، ودرجة Deep...","url":"https://www.aioga.com/ar/news/cmruybv4k00olbinvmr7krxj2/","contentTranslated":true,"sourceHash":"dc12eca788583a51","translatedAt":"2026-07-22T23:45:05.518Z"},"hi":{"title":"गूगल ने जेमिनी 3.6 फ्लैश, 3.5 फ्लैश-लाइट और 3.5 फ्लैश साइबर लॉन्च किया: सस्ती और कम टोकन वाली फ्लैश सीरीज, जो एजेंट वर्कलोड के लिए बनाई गई है","summary":"गूगल ने तीन नए मॉडल जारी किए: Gemini 3.6 Flash का आउटपुट टोकन 17% कम हुआ (DeepSWE पर अधिकतम 65%), आउटपुट की कीमत प्रति मिलियन टोकन 9.00 डॉलर से घटकर 7.50 डॉलर हो गई, DeepSWE स्कोर 49% (3.5 Flash के लिए 37%)।","category":"模型更新","source":"MarkTechPost（RSS）","aggregationSource":"MarkTechPost（RSS）","pageTitle":"गूगल ने जेमिनी 3.6 फ्लैश, 3.5 फ्लैश-लाइट और 3.5 फ्लैश साइबर लॉन्च किया: सस्ती और कम टोकन वाली फ्लैश सीरीज, जो एजेंट वर्कलोड के लिए बनाई गई है - Aioga AI समाचार","description":"गूगल ने तीन नए मॉडल जारी किए: Gemini 3.6 Flash का आउटपुट टोकन 17% कम हुआ (DeepSWE पर अधिकतम 65%), आउटपुट की कीमत प्रति मिलियन टोकन 9.00 डॉलर से घटकर 7.50 डॉलर हो गई, DeepSWE स्कोर...","url":"https://www.aioga.com/hi/news/cmruybv4k00olbinvmr7krxj2/","contentTranslated":true,"sourceHash":"dc12eca788583a51","translatedAt":"2026-07-22T23:45:03.114Z"},"it":{"title":"Google ha rilasciato Gemini 3.6 Flash, 3.5 Flash-Lite e 3.5 Flash Cyber: la serie Flash più economica e con risparmio di token, progettata per i carichi di lavoro degli agenti intelligenti","summary":"Google ha rilasciato tre nuovi modelli: Gemini 3.6 Flash riduce i token di output del 17% (fino al 65% su DeepSWE), il prezzo di output scende da 9,00 dollari a 7,50 dollari per milione di token, punteggio DeepSWE 49% (3.5 Flash 37%).","category":"模型更新","source":"MarkTechPost（RSS）","aggregationSource":"MarkTechPost（RSS）","pageTitle":"Google ha rilasciato Gemini 3.6 Flash, 3.5 Flash-Lite e 3.5 Flash Cyber: la serie Flash più economica e con risparmio di token, progettata per i carichi di lavoro degli agenti intelligenti - Aioga Notizie IA","description":"Google ha rilasciato tre nuovi modelli: Gemini 3.6 Flash riduce i token di output del 17% (fino al 65% su DeepSWE), il prezzo di output scende da 9,00 dollari a 7,50 dollari per mi...","url":"https://www.aioga.com/it/news/cmruybv4k00olbinvmr7krxj2/","contentTranslated":true,"sourceHash":"dc12eca788583a51","translatedAt":"2026-07-22T23:45:49.827Z"},"nl":{"title":"Google lanceert Gemini 3.6 Flash, 3.5 Flash-Lite en 3.5 Flash Cyber: goedkopere, token-efficiëntere Flash-serie, speciaal ontworpen voor agent-werkbelasting","summary":"Google heeft drie nieuwe modellen uitgebracht: Gemini 3.6 Flash vermindert output-tokens met 17% (tot 65% op DeepSWE), de outputprijs daalt van $9,00 per miljoen tokens naar $7,50, DeepSWE-score 49% (3.5 Flash was 37%).","category":"模型更新","source":"MarkTechPost（RSS）","aggregationSource":"MarkTechPost（RSS）","pageTitle":"Google lanceert Gemini 3.6 Flash, 3.5 Flash-Lite en 3.5 Flash Cyber: goedkopere, token-efficiëntere Flash-serie, speciaal ontworpen voor agent-werkbelasting - Aioga AI-nieuws","description":"Google heeft drie nieuwe modellen uitgebracht: Gemini 3.6 Flash vermindert output-tokens met 17% (tot 65% op DeepSWE), de outputprijs daalt van $9,00 per miljoen tokens naar $7,50,...","url":"https://www.aioga.com/nl/news/cmruybv4k00olbinvmr7krxj2/","contentTranslated":true,"sourceHash":"dc12eca788583a51","translatedAt":"2026-07-22T23:45:46.544Z"},"tr":{"title":"Google, Gemini 3.6 Flash, 3.5 Flash-Lite ve 3.5 Flash Cyber'i duyurdu: Daha ucuz, token tasarruflu Flash serisi, özellikle akıllı ajan iş yükleri için tasarlandı","summary":"Google üç yeni model yayınladı: Gemini 3.6 Flash çıkış token sayısı %17 azaldı (DeepSWE'de en yüksek %65), çıkış fiyatı milyon başına 9,00 dolardan 7,50 dolara düştü, DeepSWE puanı %49 (3.5 Flash için %37).","category":"模型更新","source":"MarkTechPost（RSS）","aggregationSource":"MarkTechPost（RSS）","pageTitle":"Google, Gemini 3.6 Flash, 3.5 Flash-Lite ve 3.5 Flash Cyber'i duyurdu: Daha ucuz, token tasarruflu Flash serisi, özellikle akıllı ajan iş yükleri için tasarlandı - Aioga AI Haberleri","description":"Google üç yeni model yayınladı: Gemini 3.6 Flash çıkış token sayısı %17 azaldı (DeepSWE'de en yüksek %65), çıkış fiyatı milyon başına 9,00 dolardan 7,50 dolara düştü, DeepSWE puanı...","url":"https://www.aioga.com/tr/news/cmruybv4k00olbinvmr7krxj2/","contentTranslated":true,"sourceHash":"dc12eca788583a51","translatedAt":"2026-07-22T23:46:36.021Z"},"vi":{"title":"Google ra mắt Gemini 3.6 Flash, 3.5 Flash-Lite và 3.5 Flash Cyber: dòng Flash rẻ hơn, tiết kiệm token hơn, được thiết kế cho tải công việc của các tác nhân thông minh","summary":"Google công bố ba mô hình mới: Gemini 3.6 Flash giảm 17% token đầu ra (trên DeepSWE cao nhất 65%), giá đầu ra từ 9,00 USD mỗi triệu token giảm xuống còn 7,50 USD, điểm DeepSWE 49% (3.5 Flash là 37%).","category":"模型更新","source":"MarkTechPost（RSS）","aggregationSource":"MarkTechPost（RSS）","pageTitle":"Google ra mắt Gemini 3.6 Flash, 3.5 Flash-Lite và 3.5 Flash Cyber: dòng Flash rẻ hơn, tiết kiệm token hơn, được thiết kế cho tải công việc của các tác nhân thông minh - Tin tức AI Aioga","description":"Google công bố ba mô hình mới: Gemini 3.6 Flash giảm 17% token đầu ra (trên DeepSWE cao nhất 65%), giá đầu ra từ 9,00 USD mỗi triệu token giảm xuống còn 7,50 USD, điểm DeepSWE 49%...","url":"https://www.aioga.com/vi/news/cmruybv4k00olbinvmr7krxj2/","contentTranslated":true,"sourceHash":"dc12eca788583a51","translatedAt":"2026-07-22T23:46:28.520Z"},"id":{"title":"Google merilis Gemini 3.6 Flash, 3.5 Flash-Lite, dan 3.5 Flash Cyber: seri Flash yang lebih murah dan lebih hemat token, dirancang khusus untuk beban kerja agen cerdas","summary":"Google merilis tiga model baru: Gemini 3.6 Flash mengurangi token output sebesar 17% (hingga 65% di DeepSWE), harga output turun dari $9,00 per juta token menjadi $7,50, skor DeepSWE 49% (3.5 Flash adalah 37%).","category":"模型更新","source":"MarkTechPost（RSS）","aggregationSource":"MarkTechPost（RSS）","pageTitle":"Google merilis Gemini 3.6 Flash, 3.5 Flash-Lite, dan 3.5 Flash Cyber: seri Flash yang lebih murah dan lebih hemat token, dirancang khusus untuk beban kerja agen cerdas - Berita AI Aioga","description":"Google merilis tiga model baru: Gemini 3.6 Flash mengurangi token output sebesar 17% (hingga 65% di DeepSWE), harga output turun dari $9,00 per juta token menjadi $7,50, skor DeepS...","url":"https://www.aioga.com/id/news/cmruybv4k00olbinvmr7krxj2/","contentTranslated":true,"sourceHash":"dc12eca788583a51","translatedAt":"2026-07-22T23:47:17.864Z"},"th":{"title":"Google เปิดตัว Gemini 3.6 Flash, 3.5 Flash-Lite และ 3.5 Flash Cyber: ซีรีส์ Flash ที่ถูกกว่าและประหยัดโทเค็นมากขึ้น ออกแบบมาสำหรับงานโหลดของเอเจนต์โดยเฉพาะ","summary":"Google เปิดตัวโมเดลใหม่สามรุ่น: Gemini 3.6 Flash ลดการส่งออก token ลง 17% (สูงสุด 65% บน DeepSWE) ราคาการส่งออกลดจาก 9.00 ดอลลาร์ต่อหนึ่งล้าน token เหลือ 7.50 ดอลลาร์ คะแนน DeepSWE 49% (3.5 Flash อยู่ที่ 37%)","category":"模型更新","source":"MarkTechPost（RSS）","aggregationSource":"MarkTechPost（RSS）","pageTitle":"Google เปิดตัว Gemini 3.6 Flash, 3.5 Flash-Lite และ 3.5 Flash Cyber: ซีรีส์ Flash ที่ถูกกว่าและประหยัดโทเค็นมากขึ้น ออกแบบมาสำหรับงานโหลดของเอเจนต์โดยเฉพาะ - ข่าว AI Aioga","description":"Google เปิดตัวโมเดลใหม่สามรุ่น: Gemini 3.6 Flash ลดการส่งออก token ลง 17% (สูงสุด 65% บน DeepSWE) ราคาการส่งออกลดจาก 9.00 ดอลลาร์ต่อหนึ่งล้าน token เหลือ 7.50 ดอลลาร์ คะแนน DeepSWE...","url":"https://www.aioga.com/th/news/cmruybv4k00olbinvmr7krxj2/","contentTranslated":true,"sourceHash":"dc12eca788583a51","translatedAt":"2026-07-22T23:47:30.279Z"},"pl":{"title":"Google wprowadza Gemini 3.6 Flash, 3.5 Flash-Lite i 3.5 Flash Cyber: tańsza, bardziej oszczędna w tokeny seria Flash, stworzona specjalnie do obciążeń roboczych agentów","summary":"Google wprowadza trzy nowe modele: Gemini 3.6 Flash zmniejsza liczbę tokenów wyjściowych o 17% (maksymalnie 65% w DeepSWE), cena za milion tokenów spada z 9,00 USD do 7,50 USD, wynik DeepSWE wynosi 49% (3.5 Flash 37%).","category":"模型更新","source":"MarkTechPost（RSS）","aggregationSource":"MarkTechPost（RSS）","pageTitle":"Google wprowadza Gemini 3.6 Flash, 3.5 Flash-Lite i 3.5 Flash Cyber: tańsza, bardziej oszczędna w tokeny seria Flash, stworzona specjalnie do obciążeń roboczych agentów - Aioga Wiadomości AI","description":"Google wprowadza trzy nowe modele: Gemini 3.6 Flash zmniejsza liczbę tokenów wyjściowych o 17% (maksymalnie 65% w DeepSWE), cena za milion tokenów spada z 9,00 USD do 7,50 USD, wyn...","url":"https://www.aioga.com/pl/news/cmruybv4k00olbinvmr7krxj2/","contentTranslated":true,"sourceHash":"dc12eca788583a51","translatedAt":"2026-07-22T23:48:17.577Z"}}}}