{"@context":"https://schema.org","@type":"NewsArticle","generatedAt":"2026-07-23T06:40:50.084Z","headline":"Gemini 3.6 Flash、3.5 Flash-Lite 和 3.5 Flash Cyber 发布","description":"Google 推出 Gemini 3.6 Flash，相比 3.5 Flash 输出 token 用量减少 17%，DeepSWE 准确率从 37% 提升至 49%，定价 $1.50/1M 输入 token。同时发布 3.5 Flash-Lite，输出速度达 350 tokens/s，定价 $0.3/1M 输入 token。两款模型均内置计算机使用工具。","url":"https://www.aioga.com/news/cmruv3ut90051bii022t9ebry/","mainEntityOfPage":"https://www.aioga.com/news/cmruv3ut90051bii022t9ebry/","datePublished":"2026-07-21T15:55:51.307Z","dateModified":"2026-07-21T15:55:51.307Z","inLanguage":"zh-CN","publisher":{"@type":"NewsMediaOrganization","name":"Aioga","url":"https://www.aioga.com"},"citation":["https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-3-6-flash-3-5-flash-lite-3-5-flash-cyber","https://aihot.virxact.com/items/cmruv3ut90051bii022t9ebry"],"canonicalUrl":"https://www.aioga.com/news/cmruv3ut90051bii022t9ebry/","directAnswer":{"@type":"Answer","text":"Google 推出 Gemini 3.6 Flash 与 3.5 Flash-Lite。摘要称，前者较 3.5 Flash 减少 17% 输出 token，DeepSWE 准确率由 37% 升至 49%；后者输出速度达 350 tokens/s。","url":"https://www.aioga.com/news/cmruv3ut90051bii022t9ebry/","dateCreated":"2026-07-21T15:55:51.307Z","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":"Google source article","url":"https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-3-6-flash-3-5-flash-lite-3-5-flash-cyber","datePublished":"2026-07-21T15:55:51.307Z","provider":{"@type":"Organization","name":"Google","url":"https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-3-6-flash-3-5-flash-lite-3-5-flash-cyber"}},{"@type":"CreativeWork","name":"AIHot archive record","url":"https://aihot.virxact.com/items/cmruv3ut90051bii022t9ebry","datePublished":"2026-07-21T15:55:51.307Z","provider":{"@type":"Organization","name":"AIHot","url":"https://aihot.virxact.com/items/cmruv3ut90051bii022t9ebry"}}],"aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","originalPublisher":{"name":"Google","url":"https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-3-6-flash-3-5-flash-lite-3-5-flash-cyber"},"article":{"id":"cmruv3ut90051bii022t9ebry","slug":"cmruv3ut90051bii022t9ebry","url":"https://www.aioga.com/news/cmruv3ut90051bii022t9ebry/","title":"Gemini 3.6 Flash、3.5 Flash-Lite 和 3.5 Flash Cyber 发布","title_en":"Gemini 3.6 Flash、3.5 Flash-Lite 和 3.5 Flash Cyber","summary":"Google 推出 Gemini 3.6 Flash，相比 3.5 Flash 输出 token 用量减少 17%，DeepSWE 准确率从 37% 提升至 49%，定价 $1.50/1M 输入 token。同时发布 3.5 Flash-Lite，输出速度达 350 tokens/s，定价 $0.3/1M 输入 token。两款模型均内置计算机使用工具。","source":"Hacker News 热门（buzzing.cc 中文翻译）","sourceUrl":"https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-3-6-flash-3-5-flash-lite-3-5-flash-cyber","aiHotUrl":"https://aihot.virxact.com/items/cmruv3ut90051bii022t9ebry","publishedAt":"2026-07-21T15:55:51.307Z","category":"模型更新","score":77,"selected":false,"articleBody":["Developers and customers building production AI agents need higher token efficiency, lower latency, and more reliable performance. Our Flash series of models is built to meet the sweet spot of efficiency and quality to enable scaling agentic workflows. Building on Gemini 3.5 Flash, we’re introducing new Gemini models:","Beyond today’s releases, Gemini 3.5 Pro is currently testing with partners and we plan to make it broadly available as soon as it’s ready. In parallel, our team is already focusing on building the next generation of models. We have started our most ambitious pre-training run yet, for Gemini 4, and are excited by the progress.","Gemini 3.6 Flash builds directly on developer and customer feedback from 3.5 Flash. 3.6 Flash not only delivers a step up in coding and knowledge work, but it does this while meaningfully improving token efficiency. For example, on the Artificial Analysis Index, we see 3.6 Flash consuming 17% fewer output tokens than 3.5 Flash. It also takes fewer reasoning steps and tool calls to accomplish multi-step workflows.","This enhanced efficiency is also combined with a lower price than 3.5 Flash. At $1.50/1M input tokens and $7.50/1M output tokens, 3.6 Flash reduces the overall cost per agentic task, making agents more cost-effective to build and run.","3.6 Flash shows better token efficiency and reduced verbosity than 3.5 Flash in an OSWorld verified task (API)","Even while being more efficient, 3.6 Flash sees performance gains compared to 3.5 Flash across use cases:","3.6 Flash, using Managed Agents on AIS, can help parse through and analyze financial data and transcripts more efficiently and accurately than 3.5 Flash (AIS)","3.6 Flash executes code migrations, using multi-agent orchestration on AGY, with lower latency and higher quality than 3.5 Flash (AGY)","3.6 Flash helps develop a photographic texture extractor for 3D workflows, using canvas (Gemini App)","3.6 Flash uses AGY and the tldraw offline editor to build interactive theme studios with its strong visual understanding skills (AGY).","Customers report 3.6 Flash is a step forward in both cost and quality, balancing token efficiency, accuracy, and speed across complex workflows and knowledge-based tasks:","3.6 Flash is shipping with enhanced Frontier Safety：https://deepmind.google/blog/strengthening-our-frontier-safety-framework/ safeguards in the domains of Chemical, Biological, Radiological, and Nuclear (CBRN) and cyber offense misuses. These safeguards make the model substantially more resistant to jailbreaks. At the same time, the model has been trained to minimize refusals for beneficial uses.","For more information, see the 3.6 Flash：https://deepmind.google/models/model-cards/gemini-3-6-flash/ model card.","Beyond Flash, we’re also releasing Gemini 3.5 Flash-Lite, designed for both low-latency tasks and tasks where high throughput is critical for developers workflows, like agentic search and document processing.","3.5 Flash-Lite is the fastest model in the 3.5 series. As measured by Artificial Analysis：https://artificialanalysis.ai/models/gemini-3-5-flash-lite, it runs at 350 output tokens/s. Priced at $0.3/1M input tokens and $2.5/1M output tokens and with significantly better quality than 3.1 Flash-Lite, 3.5 Flash-Lite offers a strong price-to-performance ratio for developers and customers running high throughput production traffic.","3.5 Flash-Lite executes high volume tasks at a lower latency than 3.5 Flash.","3.5 Flash-Lite enables efficient scaling for agentic systems. Across thinking levels, the model significantly outperforms 3.1 Flash-Lite. Depending on the workload, developers can configure the model to prioritize low-latency, low-cost execution for high-volume tasks with the minimal and low thinking levels, or engage higher thinking levels to process multi-step subagent workloads. The model now also has computer use as a built-in tool to reliably support these agentic tasks across surfaces.","It’s a significant step up in coding and agentic tasks as seen in Terminal-Bench 2.1 (54% vs 31%), long context as seen in GDM-MRCR v2 (72.2% vs. 60.1%), and real-world task execution as seen in GDPval-AA v2 (1140 vs. 642).","In fact, on many agentic and coding evals, 3.5 Flash-Lite even outperforms 3 Flash, including on SWE-Bench Pro (54.2% vs. 49.6%) and OSWorld-Verified (74.0% vs. 65.1%), making it a faster & more capable option for workloads on both 2.5 and 3 Flash.","3.5 Flash-Lite extracts product features from a massive e-commerce dataset and synthesizes it.","Working alongside 3.6 Flash as the master agent, 3.5 Flash-Lite instantly generates 25 unique, ready-to-explore web design concepts.","3.5 Flash-Lite can scale receipt translation and summarization with its multimodal understanding.","3.5 Flash-Lite builds a game by instantly generating and iterating through multiple options.","Early customers of 3.5 Flash-Lite are highlighting its unique combination of speed, intelligence, and cost efficiency for scaling agentic workflows and data processing tasks:","For more information about the model, see the 3.5 Flash-Lite：https://deepmind.google/models/model-cards/gemini-3-5-flash-lite/ model card.","AI models have become capable of finding security vulnerabilities faster than current systems can fix them. Tackling this growing threat requires an approach to securing software that is highly capable and efficient.","Flash’s performance and efficiency makes it an ideal foundation to detect, validate, and patch code security issues at scale. Gemini 3.5 Flash Cyber：https://deepmind.google/blog/introducing-gemini-3-5-cyber-flash/ is built on top of 3.5 Flash, and fine-tuned for finding and fixing cybersecurity vulnerabilities at a lower price per token than larger models.","Within CodeMender, which uses multiple 3.5 Flash Cyber agents working together to produce a single combined report, 3.5 Flash Cyber reaches competitive performance at the frontier on the popular benchmark CyberGym.","Given the dual-use nature of this technology, we have taken an intentional approach to deploying 3.5 Flash Cyber. The model will be exclusively available to governments and trusted partners via CodeMender：https://deepmind.google/blog/introducing-codemender-an-ai-agent-for-code-security/ soon as part of a limited-access pilot program. This will give frontline defenders a head start in finding and fixing critical vulnerabilities before they can be exploited, while mitigating against broader misuse.","3.6 Flash and 3.5 Flash-Lite are available starting today:","As you start building with 3.6 Flash and 3.5 Flash-Lite, we welcome your feedback to improve future Gemini models and look forward to releasing 3.5 Pro soon.","Check your inbox to confirm your subscription.","Let's stay in touch. Get the latest news from Google in your inbox."],"articleImages":[],"mediaStatus":"none","articleBodyZh":["开发人员和客户在构建生产级 AI 代理时，需要更高的令牌效率、更低的延迟以及更可靠的性能。我们的 Flash 系列模型旨在实现效率与质量的最佳平衡，从而支持代理工作流程的扩展。在 Gemini 3.5 Flash 的基础上，我们推出了新的 Gemini 模型：","除了当前发布的版本外，Gemini 3.5 Pro 目前正在与合作伙伴进行测试，我们计划在准备就绪后广泛提供。同时，我们的团队已经开始专注于构建下一代模型。我们已启动了迄今为止最雄心勃勃的预训练运行，用于 Gemini 4，并对进展感到非常兴奋。","Gemini 3.6 Flash 直接基于开发人员和客户对 3.5 Flash 的反馈。3.6 Flash 不仅在编码和知识工作方面有所提升，同时显著提高了令牌效率。例如，在人工分析指数（Artificial Analysis Index）上，我们发现 3.6 Flash 的输出令牌比 3.5 Flash 少 17%。在完成多步骤工作流程时，它还需要更少的推理步骤和工具调用。","这种增强的效率还伴随着比 3.5 Flash 更低的价格。3.6 Flash 的价格为每 100 万输入令牌 $1.50，每 100 万输出令牌 $7.50，从而降低了每项代理任务的总体成本，使构建和运行代理更加具有成本效益。","在 OSWorld 验证任务（API）中，3.6 Flash 显示出比 3.5 Flash 更高的令牌效率和更少的冗长。","即使效率更高，3.6 Flash 在各用例中相比 3.5 Flash 也显示出性能提升：","3.6 Flash 使用 AIS 上的托管代理，可以比 3.5 Flash 更高效、更准确地解析和分析财务数据及会议记录（AIS）","3.6 Flash 在 AGY 上使用多代理编排执行代码迁移，具有比 3.5 Flash 更低的延迟和更高的质量（AGY）","3.6 Flash 使用 canvas（Gemini 应用）帮助开发 3D 工作流程的摄影纹理提取器","3.6 Flash 利用 AGY 和 tldraw 离线编辑器，凭借其强大的视觉理解能力构建交互式主题工作室（AGY）","客户表示，3.6 Flash 在成本和质量上都迈出了一步，在复杂工作流程和基于知识的任务中平衡了令牌效率、准确性和速度：","3.6 Flash 搭载了增强的前沿安全措施：https://deepmind.google/blog/strengthening-our-frontier-safety-framework/，涵盖化学、生物、放射性和核（CBRN）及网络攻击误用领域的防护。这些防护措施使模型在防止越狱方面大大增强。同时，模型也经过训练，以最大限度减少对有益用途的拒绝。","更多信息请参见 3.6 Flash 的模型卡：https://deepmind.google/models/model-cards/gemini-3-6-flash/。","除了 Flash，我们还发布了 Gemini 3.5 Flash-Lite，专为低延迟任务以及对开发者工作流中高吞吐率关键任务（如代理搜索和文档处理）而设计。","3.5 Flash-Lite 是 3.5 系列中最快的模型。根据 Artificial Analysis 的测量：https://artificialanalysis.ai/models/gemini-3-5-flash-lite，其处理速度为 350 个输出标记/秒。价格为 $0.3/100 万输入标记和 $2.5/100 万输出标记，并且质量明显优于 3.1 Flash-Lite。3.5 Flash-Lite 为处理高吞吐量生产流量的开发者和客户提供了强有力的性价比。","3.5 Flash-Lite 在高负载任务的执行延迟上低于 3.5 Flash。","3.5 Flash-Lite 可实现代理系统的高效扩展。在各级思考能力上，该模型显著优于 3.1 Flash-Lite。根据工作负载，开发者可以配置模型优先处理具有最低和低思考级别的高吞吐量任务，以实现低延迟、低成本执行；或者启用更高的思考级别来处理多步骤子代理工作负载。模型现在还内置计算机工具，以可靠地支持这些代理任务。","在编码和代理任务方面取得了显著提升，如 Terminal-Bench 2.1（54% 对 31%）、长上下文能力见 GDM-MRCR v2（72.2% 对 60.1%），以及真实任务执行能力见 GDPval-AA v2（1140 对 642）。","实际上，在许多代理和编码评测中，3.5 Flash-Lite 甚至超过了 3 Flash，包括 SWE-Bench Pro（54.2% 对 49.6%）和 OSWorld-Verified（74.0% 对 65.1%），使其成为在 2.5 和 3 Flash 上运行工作负载时更快且更强大的选择。","3.5 Flash-Lite 从庞大的电子商务数据集中提取产品特征并进行综合。","在 3.6 Flash 作为主代理的配合下，3.5 Flash-Lite 可以瞬间生成 25 个独特的、可立即探索的网页设计概念。","3.5 Flash-Lite 可以利用其多模态理解能力扩展收据翻译和摘要功能。","3.5 Flash-Lite 通过即时生成并迭代多种选项来构建游戏。","3.5 Flash-Lite 的早期客户强调了其在扩大代理工作流和数据处理任务中的速度、智能与成本效率的独特结合：","有关该模型的更多信息，请参见 3.5 Flash-Lite：https://deepmind.google/models/model-cards/gemini-3-5-flash-lite/ 模型卡。","人工智能模型已经能够比当前系统修复速度更快地发现安全漏洞。应对这一不断增长的威胁需要一种高度高效且能力强大的软件安全方法。","Flash 的性能和效率使其成为大规模检测、验证和修补代码安全问题的理想基础。Gemini 3.5 Flash Cyber：https://deepmind.google/blog/introducing-gemini-3-5-cyber-flash/ 是建立在 3.5 Flash 之上的，并经过微调以在比大型模型更低的每令牌成本下发现和修复网络安全漏洞。","在 CodeMender 中，利用多个 3.5 Flash Cyber 代理协作生成单一综合报告，3.5 Flash Cyber 在流行基准 CyberGym 上达到了前沿的竞争性能。","鉴于该技术的双重用途性质，我们已采取有意的方法来部署 3.5 Flash Cyber。该模型将通过 CodeMender：https://deepmind.google/blog/introducing-codemender-an-ai-agent-for-code-security/ 仅向政府和受信任合作伙伴提供，作为有限访问试点计划的一部分。这将使前线防御人员在关键漏洞被利用前取得先机，同时减少更广泛的误用风险。","3.6 Flash 和 3.5 Flash-Lite 自今日起可用：","在开始使用 3.6 Flash 和 3.5 Flash-Lite 构建时，我们欢迎您的反馈以改进未来的 Gemini 模型，并期待尽快发布 3.5 Pro。","检查你的收件箱以确认你的订阅。","让我们保持联系。通过你的收件箱获取谷歌的最新消息。"],"translationStatus":"translated","bodyOrigin":"source-page","editorial":{"summary":"Google 推出 Gemini 3.6 Flash 与 3.5 Flash-Lite。摘要称，前者较 3.5 Flash 减少 17% 输出 token，DeepSWE 准确率由 37% 升至 49%；后者输出速度达 350 tokens/s。","background":"Google 将 Flash 系列定位于兼顾效率与质量、支持规模化智能体工作流。正文称，3.6 Flash基于开发者和客户对 3.5 Flash 的反馈开发，并减少多步骤任务中的推理步骤和工具调用。","viewpoint":"Aioga 判断，本轮更新的核心竞争点是智能体任务的效率、延迟、质量与成本平衡，而非单一基准提升。值得关注的是，现有材料未提供 3.5 Flash Cyber 的具体能力、价格或测试结果。","implications":"Aioga 判断，输出 token 减少和更少的工具调用可能降低部分智能体任务成本；摘要所述 Flash-Lite 速度与低输入价格，可能适合更重视吞吐量的场景，但实际收益仍取决于任务结构。","nextStep":"建议开发者在自身工作流中对比输出 token、端到端延迟、工具调用次数、任务成功率及总成本。对于 3.5 Flash Cyber，应等待来源披露明确能力与指标后再评估，不宜仅凭标题推断。","evidenceRefs":["title","summary","articleBody","source"],"status":"published","aiGenerated":true,"autoApproved":true,"generatedBy":"aioga-editorial:gpt-5.6-sol","reviewedBy":"aioga-editorial-review:gpt-5.6-sol","generatedAt":"2026-07-23T04:52:16.484Z","sourceHash":"206e497a62f02657","review":{"approved":true,"groundedness":96,"clarity":94,"duplicationRisk":18,"blockingIssues":[],"notes":["候选内容准确区分了来源事实与“Aioga 判断”，没有将推断包装为已证实事实。","对 3.5 Flash Cyber 的处理审慎：仅指出现有材料缺少具体信息，并明确不应根据标题推断其能力。","“可能降低”“可能适合”“取决于任务结构”等限定语与现有证据强度相符。","候选摘要未提及标题中的 3.5 Flash Cyber，但后续 viewpoint 和 nextStep 已说明材料信息不足，不构成事实性遗漏或阻断问题。"]},"validation":{"passed":true,"mode":"ai-auto","revisions":0,"checks":["schema","length","source-attribution","low-source-overlap","no-html","independent-ai-review"]}},"tags":["模型更新","Hacker News 热门（buzzing.cc 中文翻译）"],"translations":{"zh-CN":{"title":"Gemini 3.6 Flash、3.5 Flash-Lite 和 3.5 Flash Cyber 发布","summary":"Google 推出 Gemini 3.6 Flash，相比 3.5 Flash 输出 token 用量减少 17%，DeepSWE 准确率从 37% 提升至 49%，定价 $1.50/1M 输入 token。同时发布 3.5 Flash-Lite，输出速度达 350 tokens/s，定价 $0.3/1M 输入 token。两款模型均内置计算机使用工具。","category":"模型更新","source":"Google","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"Gemini 3.6 Flash、3.5 Flash-Lite 和 3.5 Flash Cyber 发布 - Aioga AI资讯","description":"Google 推出 Gemini 3.6 Flash，相比 3.5 Flash 输出 token 用量减少 17%，DeepSWE 准确率从 37% 提升至 49%，定价 $1.50/1M 输入 token。同时发布 3.5 Flash-Lite，输出速度达 350 tokens/s，定价 $0.3/1M 输入 token。两款模型均内置计算机使用工具。","url":"https://www.aioga.com/news/cmruv3ut90051bii022t9ebry/"},"en":{"title":"Gemini 3.6 Flash, 3.5 Flash-Lite, and 3.5 Flash Cyber released","summary":"Google has launched Gemini 3.6 Flash, which reduces output token usage by 17% compared to 3.5 Flash, and improves DeepSWE accuracy from 37% to 49%, priced at $1.50/1M input tokens. At the same time, 3.5 Flash-Lite was released, with an output speed of 350 tokens/s, priced at $0.3/1M input tokens. Both models are equipped with computer usage tools.","category":"Models","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"Gemini 3.6 Flash, 3.5 Flash-Lite, and 3.5 Flash Cyber released - Aioga AI News","description":"Google has launched Gemini 3.6 Flash, which reduces output token usage by 17% compared to 3.5 Flash, and improves DeepSWE accuracy from 37% to 49%, priced at $1.50/1M input tokens....","url":"https://www.aioga.com/en/news/cmruv3ut90051bii022t9ebry/","contentTranslated":true,"sourceHash":"13468602fdc04234","translatedAt":"2026-07-22T17:45:39.917Z"},"ja":{"title":"Gemini 3.6 Flash、3.5 Flash-Lite および 3.5 Flash Cyber が発売","summary":"Google は Gemini 3.6 Flash をリリースしました。3.5 Flash と比べて出力トークンの使用量が17%減少し、DeepSWE の精度は37%から49%に向上しました。価格は $1.50/100万入力トークンです。同時に 3.5 Flash-Lite も公開され、出力速度は 350 トークン/秒、価格は $0.3/100万入力トークンです。両モデルともコンピュータ使用ツールを内蔵しています。","category":"モデル更新","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"Gemini 3.6 Flash、3.5 Flash-Lite および 3.5 Flash Cyber が発売 - Aioga AIニュース","description":"Google は Gemini 3.6 Flash をリリースしました。3.5 Flash と比べて出力トークンの使用量が17%減少し、DeepSWE の精度は37%から49%に向上しました。価格は $1.50/100万入力トークンです。同時に 3.5 Flash-Lite も公開され、出力速度は 350 トークン/秒、価格は $0.3/100万入力トークン...","url":"https://www.aioga.com/ja/news/cmruv3ut90051bii022t9ebry/","contentTranslated":true,"sourceHash":"13468602fdc04234","translatedAt":"2026-07-22T17:45:45.829Z"},"ko":{"title":"Gemini 3.6 Flash, 3.5 Flash-Lite 및 3.5 Flash Cyber 출시","summary":"Google는 Gemini 3.6 Flash를 출시했으며, 3.5 Flash에 비해 출력 토큰 사용량이 17% 감소하고 DeepSWE 정확도가 37%에서 49%로 향상되었으며, 가격은 $1.50/1M 입력 토큰입니다. 동시에 3.5 Flash-Lite도 출시했으며, 출력 속도는 350 tokens/s이고, 가격은 $0.3/1M 입력 토큰입니다. 두 모델 모두 내장된 컴퓨터 사용 도구를 갖추고 있습니다.","category":"모델 업데이트","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"Gemini 3.6 Flash, 3.5 Flash-Lite 및 3.5 Flash Cyber 출시 - Aioga AI 뉴스","description":"Google는 Gemini 3.6 Flash를 출시했으며, 3.5 Flash에 비해 출력 토큰 사용량이 17% 감소하고 DeepSWE 정확도가 37%에서 49%로 향상되었으며, 가격은 $1.50/1M 입력 토큰입니다. 동시에 3.5 Flash-Lite도 출시했으며, 출력 속도는 350 tokens/s이고, 가격은 $0.3...","url":"https://www.aioga.com/ko/news/cmruv3ut90051bii022t9ebry/","contentTranslated":true,"sourceHash":"13468602fdc04234","translatedAt":"2026-07-22T17:46:41.362Z"},"es":{"title":"Gemini 3.6 Flash, 3.5 Flash-Lite y 3.5 Flash Cyber lanzados","summary":"Google lanza Gemini 3.6 Flash, con un uso de tokens un 17% menor en comparación con 3.5 Flash, la precisión de DeepSWE aumenta del 37% al 49%, y un precio de $1.50/1M tokens de entrada. Al mismo tiempo, se lanza 3.5 Flash-Lite, con una velocidad de salida de 350 tokens/s y un precio de $0.3/1M tokens de entrada. Ambos modelos incluyen herramientas de uso para computadoras.","category":"Modelos","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"Gemini 3.6 Flash, 3.5 Flash-Lite y 3.5 Flash Cyber lanzados - Aioga Noticias de IA","description":"Google lanza Gemini 3.6 Flash, con un uso de tokens un 17% menor en comparación con 3.5 Flash, la precisión de DeepSWE aumenta del 37% al 49%, y un precio de $1.50/1M tokens de ent...","url":"https://www.aioga.com/es/news/cmruv3ut90051bii022t9ebry/","contentTranslated":true,"sourceHash":"13468602fdc04234","translatedAt":"2026-07-22T17:46:34.258Z"},"fr":{"title":"Gemini 3.6 Flash, 3.5 Flash-Lite et 3.5 Flash Cyber publiés","summary":"Google lance Gemini 3.6 Flash, qui réduit de 17 % la consommation de jetons par rapport à 3.5 Flash, et dont la précision DeepSWE passe de 37 % à 49 %, au prix de 1,50 $/1M jetons d'entrée. Parallèlement, le 3.5 Flash-Lite est publié, avec une vitesse de sortie atteignant 350 jetons/s, au prix de 0,3 $/1M jetons d'entrée. Les deux modèles intègrent des outils d'utilisation pour l'ordinateur.","category":"Modèles","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"Gemini 3.6 Flash, 3.5 Flash-Lite et 3.5 Flash Cyber publiés - Aioga Actualités IA","description":"Google lance Gemini 3.6 Flash, qui réduit de 17 % la consommation de jetons par rapport à 3.5 Flash, et dont la précision DeepSWE passe de 37 % à 49 %, au prix de 1,50 $/1M jetons...","url":"https://www.aioga.com/fr/news/cmruv3ut90051bii022t9ebry/","contentTranslated":true,"sourceHash":"13468602fdc04234","translatedAt":"2026-07-22T17:47:30.169Z"},"de":{"title":"Gemini 3.6 Flash, 3.5 Flash-Lite und 3.5 Flash Cyber veröffentlicht","summary":"Google hat Gemini 3.6 Flash auf den Markt gebracht. Im Vergleich zu 3.5 Flash wird die Token-Ausgabe um 17 % reduziert, die DeepSWE-Genauigkeit steigt von 37 % auf 49 %, der Preis beträgt 1,50 $/1 Mio. Eingabetoken. Gleichzeitig wurde 3.5 Flash-Lite veröffentlicht, mit einer Ausgabegeschwindigkeit von 350 Tokens/s, zum Preis von 0,3 $/1 Mio. Eingabetoken. Beide Modelle haben integrierte Werkzeuge für die Computerbenutzung.","category":"模型更新","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"Gemini 3.6 Flash, 3.5 Flash-Lite und 3.5 Flash Cyber veröffentlicht - Aioga KI-News","description":"Google hat Gemini 3.6 Flash auf den Markt gebracht. Im Vergleich zu 3.5 Flash wird die Token-Ausgabe um 17 % reduziert, die DeepSWE-Genauigkeit steigt von 37 % auf 49 %, der Preis...","url":"https://www.aioga.com/de/news/cmruv3ut90051bii022t9ebry/","contentTranslated":true,"sourceHash":"13468602fdc04234","translatedAt":"2026-07-22T17:47:25.310Z"},"pt-BR":{"title":"Lançamento do Gemini 3.6 Flash, 3.5 Flash-Lite e 3.5 Flash Cyber","summary":"O Google lançou o Gemini 3.6 Flash, que em comparação com o 3.5 Flash reduz o uso de tokens de saída em 17%, a precisão do DeepSWE aumentou de 37% para 49%, com preço de $1,50/1M tokens de entrada. Ao mesmo tempo, lançou o 3.5 Flash-Lite, com velocidade de saída de 350 tokens/s, com preço de $0,3/1M tokens de entrada. Ambos os modelos possuem ferramentas de uso de computador integradas.","category":"模型更新","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"Lançamento do Gemini 3.6 Flash, 3.5 Flash-Lite e 3.5 Flash Cyber - Aioga Notícias de IA","description":"O Google lançou o Gemini 3.6 Flash, que em comparação com o 3.5 Flash reduz o uso de tokens de saída em 17%, a precisão do DeepSWE aumentou de 37% para 49%, com preço de $1,50/1M t...","url":"https://www.aioga.com/pt-BR/news/cmruv3ut90051bii022t9ebry/","contentTranslated":true,"sourceHash":"13468602fdc04234","translatedAt":"2026-07-22T17:49:25.052Z"},"ru":{"title":"Выпуск Gemini 3.6 Flash, 3.5 Flash-Lite и 3.5 Flash Cyber","summary":"Google выпустила Gemini 3.6 Flash, который по сравнению с 3.5 Flash снижает расход токенов на 17%, точность DeepSWE выросла с 37% до 49%, цена составляет $1.50 за 1 млн входных токенов. Одновременно была выпущена версия 3.5 Flash-Lite, скорость вывода достигает 350 токенов/с, цена $0.3 за 1 млн входных токенов. Оба модели имеют встроенные инструменты для использования компьютера.","category":"模型更新","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"Выпуск Gemini 3.6 Flash, 3.5 Flash-Lite и 3.5 Flash Cyber - Aioga Новости ИИ","description":"Google выпустила Gemini 3.6 Flash, который по сравнению с 3.5 Flash снижает расход токенов на 17%, точность DeepSWE выросла с 37% до 49%, цена составляет $1.50 за 1 млн входных ток...","url":"https://www.aioga.com/ru/news/cmruv3ut90051bii022t9ebry/","contentTranslated":true,"sourceHash":"13468602fdc04234","translatedAt":"2026-07-22T17:49:26.914Z"},"ar":{"title":"تم إصدار Gemini 3.6 Flash و 3.5 Flash-Lite و 3.5 Flash Cyber","summary":"أطلقت Google نموذج Gemini 3.6 Flash، حيث انخفض استخدام الرموز المميزة مقارنة بـ 3.5 Flash بنسبة 17٪، وزادت دقة DeepSWE من 37٪ إلى 49٪، والسعر 1.50 دولار لكل 1 مليون رمز مدخل. في الوقت نفسه، أطلقت نموذج 3.5 Flash-Lite، بسرعة إخراج تصل إلى 350 رمزًا في الثانية، والسعر 0.3 دولار لكل 1 مليون رمز مدخل. كلا النموذجين يحتويان على أدوات استخدام الحاسوب مدمجة.","category":"模型更新","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"تم إصدار Gemini 3.6 Flash و 3.5 Flash-Lite و 3.5 Flash Cyber - Aioga أخبار الذكاء الاصطناعي","description":"أطلقت Google نموذج Gemini 3.6 Flash، حيث انخفض استخدام الرموز المميزة مقارنة بـ 3.5 Flash بنسبة 17٪، وزادت دقة DeepSWE من 37٪ إلى 49٪، والسعر 1.50 دولار لكل 1 مليون رمز مدخل. في ال...","url":"https://www.aioga.com/ar/news/cmruv3ut90051bii022t9ebry/","contentTranslated":true,"sourceHash":"13468602fdc04234","translatedAt":"2026-07-22T17:50:12.754Z"},"hi":{"title":"Gemini 3.6 Flash, 3.5 Flash-Lite और 3.5 Flash Cyber जारी","summary":"Google ने Gemini 3.6 Flash लॉन्च किया, जो 3.5 Flash की तुलना में आउटपुट टोकन की खपत में 17% की कमी लाता है, DeepSWE की सटीकता 37% से बढ़कर 49% हो गई है, कीमत $1.50/1M इनपुट टोकन निर्धारित की गई है। साथ ही 3.5 Flash-Lite भी जारी किया गया, जिसका आउटपुट स्पीड 350 tokens/s है, और कीमत $0.3/1M इनपुट टोकन है। दोनों मॉडल में कंप्यूटर उपयोग उपकरण अंतर्निर्मित हैं।","category":"模型更新","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"Gemini 3.6 Flash, 3.5 Flash-Lite और 3.5 Flash Cyber जारी - Aioga AI समाचार","description":"Google ने Gemini 3.6 Flash लॉन्च किया, जो 3.5 Flash की तुलना में आउटपुट टोकन की खपत में 17% की कमी लाता है, DeepSWE की सटीकता 37% से बढ़कर 49% हो गई है, कीमत $1.50/1M इनपुट टोकन नि...","url":"https://www.aioga.com/hi/news/cmruv3ut90051bii022t9ebry/","contentTranslated":true,"sourceHash":"13468602fdc04234","translatedAt":"2026-07-22T17:50:15.562Z"},"it":{"title":"Gemini 3.6 Flash, 3.5 Flash-Lite e 3.5 Flash Cyber rilasciati","summary":"Google ha lanciato Gemini 3.6 Flash, che rispetto a 3.5 Flash riduce l'uso dei token del 17%, con l'accuratezza di DeepSWE che passa dal 37% al 49%, al prezzo di $1,50 per 1 milione di token in input. Contemporaneamente è stato rilasciato il 3.5 Flash-Lite, con una velocità di output di 350 token/s, al prezzo di $0,3 per 1 milione di token in input. Entrambi i modelli includono strumenti per l'uso del computer.","category":"模型更新","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"Gemini 3.6 Flash, 3.5 Flash-Lite e 3.5 Flash Cyber rilasciati - Aioga Notizie IA","description":"Google ha lanciato Gemini 3.6 Flash, che rispetto a 3.5 Flash riduce l'uso dei token del 17%, con l'accuratezza di DeepSWE che passa dal 37% al 49%, al prezzo di $1,50 per 1 milion...","url":"https://www.aioga.com/it/news/cmruv3ut90051bii022t9ebry/","contentTranslated":true,"sourceHash":"13468602fdc04234","translatedAt":"2026-07-22T17:51:05.273Z"},"nl":{"title":"Gemini 3.6 Flash, 3.5 Flash-Lite en 3.5 Flash Cyber uitgebracht","summary":"Google heeft Gemini 3.6 Flash gelanceerd, die in vergelijking met 3.5 Flash 17% minder token verbruik bij output, en de DeepSWE-nauwkeurigheid is gestegen van 37% naar 49%, met een prijs van $1,50 per 1 miljoen input tokens. Tegelijkertijd is 3.5 Flash-Lite uitgebracht, met een outputsnelheid van 350 tokens per seconde, geprijsd op $0,3 per 1 miljoen input tokens. Beide modellen hebben ingebouwde computergebruiktools.","category":"模型更新","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"Gemini 3.6 Flash, 3.5 Flash-Lite en 3.5 Flash Cyber uitgebracht - Aioga AI-nieuws","description":"Google heeft Gemini 3.6 Flash gelanceerd, die in vergelijking met 3.5 Flash 17% minder token verbruik bij output, en de DeepSWE-nauwkeurigheid is gestegen van 37% naar 49%, met een...","url":"https://www.aioga.com/nl/news/cmruv3ut90051bii022t9ebry/","contentTranslated":true,"sourceHash":"13468602fdc04234","translatedAt":"2026-07-22T17:51:04.503Z"},"tr":{"title":"Gemini 3.6 Flash, 3.5 Flash-Lite ve 3.5 Flash Cyber yayınlandı","summary":"Google, 3.5 Flash'a kıyasla çıktı token kullanımını %17 azaltan Gemini 3.6 Flash'ı piyasaya sürdü, DeepSWE doğruluk oranı %37'den %49'a yükseldi ve fiyatı 1M giriş token başına 1,50 dolar olarak belirlendi. Aynı zamanda, çıktısı 350 token/s hızında olan 3.5 Flash-Lite'ı da piyasaya sürdü ve fiyatı 1M giriş token başına 0,3 dolar. Her iki model de bilgisayar kullanım araçlarıyla birlikte geliyor.","category":"模型更新","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"Gemini 3.6 Flash, 3.5 Flash-Lite ve 3.5 Flash Cyber yayınlandı - Aioga AI Haberleri","description":"Google, 3.5 Flash'a kıyasla çıktı token kullanımını %17 azaltan Gemini 3.6 Flash'ı piyasaya sürdü, DeepSWE doğruluk oranı %37'den %49'a yükseldi ve fiyatı 1M giriş token başına 1,5...","url":"https://www.aioga.com/tr/news/cmruv3ut90051bii022t9ebry/","contentTranslated":true,"sourceHash":"13468602fdc04234","translatedAt":"2026-07-22T17:51:48.715Z"},"vi":{"title":"Gemini 3.6 Flash, 3.5 Flash-Lite và 3.5 Flash Cyber ra mắt","summary":"Google ra mắt Gemini 3.6 Flash, so với 3.5 Flash lượng token đầu ra giảm 17%, độ chính xác DeepSWE tăng từ 37% lên 49%, giá $1,50/1M token đầu vào. Đồng thời ra mắt 3.5 Flash-Lite, tốc độ đầu ra đạt 350 token/s, giá $0,3/1M token đầu vào. Cả hai mô hình đều tích hợp công cụ sử dụng máy tính.","category":"模型更新","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"Gemini 3.6 Flash, 3.5 Flash-Lite và 3.5 Flash Cyber ra mắt - Tin tức AI Aioga","description":"Google ra mắt Gemini 3.6 Flash, so với 3.5 Flash lượng token đầu ra giảm 17%, độ chính xác DeepSWE tăng từ 37% lên 49%, giá $1,50/1M token đầu vào. Đồng thời ra mắt 3.5 Flash-Lite,...","url":"https://www.aioga.com/vi/news/cmruv3ut90051bii022t9ebry/","contentTranslated":true,"sourceHash":"13468602fdc04234","translatedAt":"2026-07-22T17:51:51.002Z"},"id":{"title":"Gemini 3.6 Flash, 3.5 Flash-Lite dan 3.5 Flash Cyber Dirilis","summary":"Google meluncurkan Gemini 3.6 Flash, dibandingkan dengan 3.5 Flash penggunaan token berkurang 17%, akurasi DeepSWE meningkat dari 37% menjadi 49%, harga $1,50/1 juta token input. Pada saat yang sama merilis 3.5 Flash-Lite, kecepatan output mencapai 350 token/detik, harga $0,3/1 juta token input. Kedua model dilengkapi dengan alat penggunaan komputer bawaan.","category":"模型更新","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"Gemini 3.6 Flash, 3.5 Flash-Lite dan 3.5 Flash Cyber Dirilis - Berita AI Aioga","description":"Google meluncurkan Gemini 3.6 Flash, dibandingkan dengan 3.5 Flash penggunaan token berkurang 17%, akurasi DeepSWE meningkat dari 37% menjadi 49%, harga $1,50/1 juta token input. P...","url":"https://www.aioga.com/id/news/cmruv3ut90051bii022t9ebry/","contentTranslated":true,"sourceHash":"13468602fdc04234","translatedAt":"2026-07-22T17:52:31.840Z"},"th":{"title":"Gemini 3.6 Flash, 3.5 Flash-Lite และ 3.5 Flash Cyber เปิดตัว","summary":"Google เปิดตัว Gemini 3.6 Flash เมื่อเทียบกับ 3.5 Flash ปริมาณ token ที่ใช้ลดลง 17% ความแม่นยำของ DeepSWE เพิ่มจาก 37% เป็น 49% ราคา $1.50/1M token ที่ป้อน นอกจากนี้ยังเปิดตัว 3.5 Flash-Lite ความเร็วการออก token ถึง 350 tokens/s ราคา $0.3/1M token ที่ป้อน ทั้งสองรุ่นมีเครื่องมือการใช้งานคอมพิวเตอร์ในตัว","category":"模型更新","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"Gemini 3.6 Flash, 3.5 Flash-Lite และ 3.5 Flash Cyber เปิดตัว - ข่าว AI Aioga","description":"Google เปิดตัว Gemini 3.6 Flash เมื่อเทียบกับ 3.5 Flash ปริมาณ token ที่ใช้ลดลง 17% ความแม่นยำของ DeepSWE เพิ่มจาก 37% เป็น 49% ราคา $1.50/1M token ที่ป้อน นอกจากนี้ยังเปิดตัว 3.5...","url":"https://www.aioga.com/th/news/cmruv3ut90051bii022t9ebry/","contentTranslated":true,"sourceHash":"13468602fdc04234","translatedAt":"2026-07-22T17:52:40.098Z"},"pl":{"title":"Gemini 3.6 Flash, 3.5 Flash-Lite i 3.5 Flash Cyber wydane","summary":"Google wprowadziło Gemini 3.6 Flash, który w porównaniu do 3.5 Flash zużywa o 17% mniej tokenów, a dokładność DeepSWE wzrosła z 37% do 49%, cena wynosi 1,50 USD/1M tokenów wejściowych. Jednocześnie wydano 3.5 Flash-Lite, którego prędkość wyjściowa osiąga 350 tokenów/s, cena wynosi 0,3 USD/1M tokenów wejściowych. Oba modele mają wbudowane narzędzia do korzystania z komputera.","category":"模型更新","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"Gemini 3.6 Flash, 3.5 Flash-Lite i 3.5 Flash Cyber wydane - Aioga Wiadomości AI","description":"Google wprowadziło Gemini 3.6 Flash, który w porównaniu do 3.5 Flash zużywa o 17% mniej tokenów, a dokładność DeepSWE wzrosła z 37% do 49%, cena wynosi 1,50 USD/1M tokenów wejściow...","url":"https://www.aioga.com/pl/news/cmruv3ut90051bii022t9ebry/","contentTranslated":true,"sourceHash":"13468602fdc04234","translatedAt":"2026-07-22T17:53:29.176Z"}}}}